Amazon: compare with another company

688 comparisons, best match first. Pick one to see it side by side.

• Amazon vs Oracle
• Amazon vs IBM
• Amazon vs MicrosoftAWS's own AI coding agent, named a Challenger in the same MQ as GitHub Copilot's Leader placement.
• Amazon vs Alphabet (Google)Google Cloud's own service comparison maps its Natural Language AI to Amazon Comprehend for text analysis.
• Amazon vs Huawei CloudSDxCentral, on Huawei Cloud's SEA/Middle East/Africa expansion.
• Amazon vs QodoQodo's own comparison page sets Qodo against Amazon Q Developer feature by feature for AI coding and code review.
• Amazon vs WellSaid LabsWellSaid's own comparison table of commercial text-to-speech tools lists Amazon Polly beside WellSaid for synthetic voice.
• Amazon vs CerenceCerence's 10-K names Amazon as a competitor for in-car voice assistance.
• Amazon vs CartesiaCartesia ranks Sonic above every Polly engine for voice agents: same speech-generation job.
• Amazon vs NiCE
• Amazon vs NVIDIANamed in NVIDIA's own 10-K among cloud companies designing competing AI silicon; the rivalry is in the accelerator, not in the cloud platform Trainium runs on.
• Amazon vs Verint SystemsVerint's filing names Amazon.com.
• Amazon vs Five9Five9's annual report names Amazon among competitors offering contact center building blocks; Amazon Connect is Amazon's contact center service.
• Amazon vs Thinking Machines LabSacra's analyst report on Thinking Machines states AWS Bedrock, Microsoft Azure AI and Google Vertex AI 'compete directly with Thinking Machines' customization layer' — an explicit direct-competition claim.
• Amazon vs IntelBoth are data-centre AI accelerators aimed at the same workloads; Intel sells its silicon to cloud operators while Amazon builds Trainium for its own, so they meet as vendor against in-house design.
• Amazon vs GenesysGenesys's own comparison page positions Genesys Cloud CX against Amazon Connect as a cloud contact center platform.
• Amazon vs Nebius Group
• Amazon vs SpeechmaticsSpeechmatics' own comparison page sets its speech-to-text API against Amazon Transcribe.
• Amazon vs Hebbia
• Amazon vs DropboxCloud storage market.
• Amazon vs Groq
• Amazon vs OpenRouterAWS's native intelligent prompt routing (part of Amazon Bedrock) is named as directly competitive with OpenRouter's core model-routing product.
• Amazon vs DeepgramDeepgram's own comparison page positions Deepgram Speech-to-Text as the switch from Amazon Transcribe for speech transcription.
• Amazon vs UniphoreUniphore's own /compare/ page frames Business AI Cloud head-to-head against AWS Bedrock, specifically on agent-building capability (BAIC's 'Agent Development Studio' vs Bedrock's 'AgentCore').
• Amazon vs ElasticElastic's own FAQ compares Elastic Agent Builder with Amazon Bedrock Agents for building agents, arguing it has retrieval built in.
• Amazon vs Scale AIContrary Research names AWS's machine-learning suite as a competing ecosystem to Scale AI's ML tooling.
• Amazon vs SAPKiro and SAP Joule for Developers do comparable work on agentic coding and code generation; both also serve buyers who need to code with an AI assistant; smaller scale (public).
• Amazon vs JetBrainsAmazon Q Developer and JetBrains AI do comparable work on agentic coding, code generation and code review; both also serve buyers who need to code with an AI assistant; JetBrains's scale not recorded.
• Amazon vs LivePersonAmazon SageMaker Autopilot and Intent Manager both list model training; both also serve buyers who need to train or fine-tune a model; LivePerson is acquired, with no independent scale.
• Amazon vs Cohere HealthOverlaps on clinical documentation, data analysis, document extraction and 2 more; Cohere Health's scale not recorded.
• Amazon vs iFlytekOverlaps on agent orchestration, knowledge retrieval, model inference and 6 more; iFlytek's scale not recorded.
• Amazon vs 4Paradigm4Paradigm Smart Archive and Amazon Comprehend Medical both list document extraction; both also serve buyers who need to extract facts from text; larger scale (public).
• Amazon vs HarnessOverlaps on agent orchestration, agentic coding, code review and 5 more; Harness's scale not recorded.
• Amazon vs JFrogAmazon SageMaker Studio and JFrog ML do comparable work on model hosting and model training; both also serve buyers who need to serve a model in production and train or fine-tune a model; JFrog's scale not recorded.
• Amazon vs Augment CodeOverlaps on agentic coding, code generation, code review and 1 more; larger scale (public).
• Amazon vs SpeechifyAmazon Polly and SpeechifyAI both list text to speech; both also serve buyers who need to create synthetic voice and audio; Speechify's scale not recorded.
• Amazon vs ClineClinePass and Kiro do comparable work on agentic coding and code generation; both also serve buyers who need to code with an AI assistant; Cline's scale not recorded.
• Amazon vs Zed IndustriesZed and Kiro do comparable work on agentic coding and code generation; both also serve buyers who need to code with an AI assistant; Zed Industries's scale not recorded.
• Amazon vs ZivashKiro and Ziva do comparable work on agentic coding and code generation; both also serve buyers who need to code with an AI assistant; Zivash's scale not recorded.
• Amazon vs RimeAmazon Polly and Mist / Coda both list text to speech; both also serve buyers who need to create synthetic voice and audio; Rime's scale not recorded.
• Amazon vs PhenomPhenom Talent CRM and Amazon Connect Talent both list HR and recruiting; both also serve buyers who need to screen job candidates; Phenom's scale not recorded.
• Amazon vs Snorkel AISnorkel's partners page describes a joint project with AWS and Anthropic building an agentic co-pilot on Amazon Bedrock.
• Amazon vs Kilo CodeKilo Code and Amazon Q Developer do comparable work on agentic coding, code generation and code review; both also serve buyers who need to code with an AI assistant and pick a coding model that survives review; Kilo Code is acquired, with no independent scale.
• Amazon vs EvenUpOverlaps on data analysis, document extraction, knowledge retrieval and 2 more; larger scale (public).
• Amazon vs SiemensAmazon SageMaker Unified Studio and Rapidminer AI Studio both list model training; both also serve buyers who need to train or fine-tune a model; smaller scale (public).
• Amazon vs SalesforceSalesforce's own release announces Agentforce 360 for AWS, built in collaboration with Amazon Web Services.
• Amazon vs ShopifyAmazon Nova Forge and Tangle both list model training; both also serve buyers who need to train or fine-tune a model; smaller scale (public).
• Amazon vs AlexResume Screens and Amazon Connect Talent both list HR and recruiting; both also serve buyers who need to screen job candidates; Alex's scale not recorded.
• Amazon vs OpenEvidenceOpenEvidence Visits and AWS HealthScribe do comparable work on clinical documentation and speech to text; both also serve buyers who need to document a clinical encounter and turn speech into text; larger scale (public).
• Amazon vs Inworld AIAmazon Polly and Realtime TTS both list text to speech; both also serve buyers who need to create synthetic voice and audio; Inworld AI's scale not recorded.
• Amazon vs ServiceNowOverlaps on agent orchestration, agentic coding, code generation and 9 more; smaller scale (public).
• Amazon vs FreshworksFreddy AI Copilot for Developers and Amazon Q Developer do comparable work on agentic coding, code generation and code review; both also serve buyers who need to code with an AI assistant; larger scale (public).
• Amazon vs VercelVercel Sandbox and Kiro both list agentic coding; both also serve buyers who need to code with an AI assistant; larger scale (public).
• Amazon vs Bland AIBland Speech and Amazon Polly both list text to speech; both also serve buyers who need to create synthetic voice and audio; Bland AI's scale not recorded.
• Amazon vs CrestaOverlaps on agent orchestration, customer support, data analysis and 5 more; larger scale (public).
• Amazon vs SK TelecomAmazon Nova Forge and AI Cloud Manager both list model training; both also serve buyers who need to train or fine-tune a model; SK Telecom's scale not recorded.
• Amazon vs UiPathOverlaps on agent orchestration, agentic coding, data analysis and 5 more; larger scale (public).
• Amazon vs BoxOverlaps on agent orchestration, document extraction, knowledge retrieval and 1 more; larger scale (public).
• Amazon vs ByteDanceKiro and TraeCode do comparable work on agentic coding and code generation; both also serve buyers who need to code with an AI assistant; ByteDance's scale not comparable: only a revenue estimate, no market cap or valuation.
• Amazon vs AbridgeAbridge for Nurses and AWS HealthScribe do comparable work on clinical documentation and speech to text; both also serve buyers who need to document a clinical encounter; larger scale (public).
• Amazon vs Glean (Glean Technologies)Glean Assistant and Alexa for Shopping both list search answers; both also serve buyers who need to use an everyday AI assistant; larger scale (public).
• Amazon vs Base44Kiro and Base Code do comparable work on agentic coding and code generation; both also serve buyers who need to code with an AI assistant; Base44 is acquired, with no independent scale.
• Amazon vs FirefliesOverlaps on HR and recruiting, data analysis, knowledge retrieval and 3 more; Fireflies's scale not recorded.
• Amazon vs Blackbox AIKiro and Blackbox Agents API do comparable work on agentic coding and code generation; both also serve buyers who need to code with an AI assistant; Blackbox AI's scale not recorded.
• Amazon vs You.comYou.com and Alexa for Shopping both list search answers; both also serve buyers who need to use an everyday AI assistant; larger scale (public).
• Amazon vs All Hands AIOpenHands and Amazon Q Developer do comparable work on agentic coding, code generation and code review; both also serve buyers who need to code with an AI assistant; All Hands AI's scale not recorded.
• Amazon vs DatabricksDatabricks' own October 2024 press release announces a strategic collaboration agreement with Amazon Web Services.
• Amazon vs ByteAskKiro and ByteAsk do comparable work on agentic coding and code generation; both also serve buyers who need to code with an AI assistant; ByteAsk's scale not recorded.
• Amazon vs Mintplex LabsAmazon Transcribe and Magic Echo both list speech to text; both also serve buyers who need to turn speech into text; Mintplex Labs's scale not recorded.
• Amazon vs TencentAmazon Comprehend Medical and Tencent Cloud OCR both list document extraction; both also serve buyers who need to extract facts from text; smaller scale (public).
• Amazon vs AdobeOverlaps on agent orchestration, agentic coding, customer support and 9 more; larger scale (public).
• Amazon vs KrispAmazon Translate and Krisp Voice Translation API both list translation; both also serve buyers who need to translate content; Krisp's scale not recorded.
• Amazon vs MakiAmazon Connect Talent and Ken both list HR and recruiting; both also serve buyers who need to screen job candidates; Maki's scale not recorded.
• Amazon vs AlibabaQoder CN and Kiro do comparable work on agentic coding and code generation; both also serve buyers who need to code with an AI assistant; larger scale (public).
• Amazon vs Cerebras SystemsCerebras says Amazon Web Services is deploying Cerebras systems and the two are collaborating on an inference architecture pairing AWS Trainium with Cerebras chips.
• Amazon vs eGainAmazon Connect Customer and eGain AI Agent do comparable work on customer support and voice agent; eGain's scale not recorded.
• Amazon vs PerplexityPerplexity and Alexa for Shopping both list search answers; both also serve buyers who need to use an everyday AI assistant; larger scale (public).
• Amazon vs GitLabGitLab Duo with Amazon Q and Amazon Q Developer do comparable work on agentic coding, code generation and code review; both also serve buyers who need to code with an AI assistant; larger scale (public).
• Amazon vs NAVER CloudAmazon Polly and CLOVA Voice both list text to speech; both also serve buyers who need to create synthetic voice and audio; NAVER Cloud's scale not recorded.
• Amazon vs AccentureGenWizard and AWS Transform both list code generation; both also serve buyers who need to code with an AI assistant; larger scale (public).
• Amazon vs AnacondaAnaconda Assistant and Kiro both list code generation; both also serve buyers who need to code with an AI assistant; larger scale (public).
• Amazon vs Quotient LabsKiro and Fermat's Last Token do comparable work on agentic coding and code generation; both also serve buyers who need to code with an AI assistant; Quotient Labs's scale not recorded.
• Amazon vs SoundHound AISoundHound Music App and Alexa+ both list voice agent; larger scale (public).
• Amazon vs ScreenedAmazon Connect Talent and Screened both list HR and recruiting; both also serve buyers who need to screen job candidates; Screened's scale not recorded.
• Amazon vs ParloaParloa AMP and Amazon Connect Customer do comparable work on customer support and voice agent; larger scale (public).
• Amazon vs Speak_Amazon Connect Talent and Speak_ resume scoring both list HR and recruiting; both also serve buyers who need to screen job candidates; Speak_'s scale not recorded.
• Amazon vs BridgeMindAmazon Transcribe and BridgeVoice both list speech to text; both also serve buyers who need to turn speech into text; BridgeMind's scale not recorded.
• Amazon vs DataikuDataiku and Amazon SageMaker Unified Studio both list model training; both also serve buyers who need to train or fine-tune a model; larger scale (public).
• Amazon vs UnbabelUnbabel MT Score and Amazon Translate both list translation; both also serve buyers who need to translate content; Unbabel is acquired, with no independent scale.
• Amazon vs Amp Frontier CorporationKiro and Orbs both list agentic coding; both also serve buyers who need to code with an AI assistant; Amp Frontier Corporation's scale not recorded.
• Amazon vs Ambience HealthcareAmbience and AWS HealthScribe do comparable work on clinical documentation and speech to text; both also serve buyers who need to document a clinical encounter; larger scale (public).
• Amazon vs BaiduBaidu OCR (General Text Recognition) and Amazon Comprehend Medical both list document extraction; both also serve buyers who need to extract facts from text; larger scale (public).
• Amazon vs Nomic AIAmazon Bedrock Data Automation and Nomic Agent API both list document extraction; both also serve buyers who need to extract facts from text; Nomic AI's scale not recorded.
• Amazon vs AtlassianOverlaps on HR and recruiting, agent orchestration, agentic coding and 7 more; smaller scale (public).
• Amazon vs KakaoOverlaps on agent orchestration, search answers and workflow automation; larger scale (public).
• Amazon vs Fifth DoorKiro and Fifth Door do comparable work on agentic coding and code generation; both also serve buyers who need to code with an AI assistant; Fifth Door's scale not recorded.
• Amazon vs AshrAmazon Nova Forge and Ashr both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded.
• Amazon vs GensparkSpeakly and Amazon Transcribe both list speech to text; both also serve buyers who need to turn speech into text; larger scale (public).
• Amazon vs Olam LabsAmazon SageMaker Feature Store and Olam Labs Evaluations both list model training; both also serve buyers who need to train or fine-tune a model; Olam Labs's scale not recorded.
• Amazon vs ORO AIAmazon SageMaker Feature Store and ORO both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded.
• Amazon vs TokenlessAmazon SageMaker Autopilot and Tokenless EnvCheck both list model training; both also serve buyers who need to train or fine-tune a model; Tokenless's scale not recorded.
• Amazon vs Mistral AIMistral OCR and Amazon Comprehend Medical both list document extraction; both also serve buyers who need to extract facts from text; larger scale (public).
• Amazon vs LitmusAmazon Connect Talent and Litmus both list HR and recruiting; both also serve buyers who need to screen job candidates; Litmus's scale not recorded.
• Amazon vs CursorKiro and Cursor CLI do comparable work on agentic coding and code generation; both also serve buyers who need to code with an AI assistant; Cursor is acquired, with no independent scale.
• Amazon vs SonarSonarQube and Amazon Q Developer do comparable work on agentic coding and code review; both also serve buyers who need to code with an AI assistant; larger scale (public).
• Amazon vs ZendeskZendesk's own announcement describes an existing partnership with Amazon, which also runs its contact-center collaboration with AWS.
• Amazon vs DoximityAWS HealthScribe and Doximity Scribe both list clinical documentation; both also serve buyers who need to document a clinical encounter and turn speech into text; Doximity's scale not recorded.
• Amazon vs SierraChannels and Amazon Connect Customer do comparable work on customer support and voice agent; larger scale (public).
• Amazon vs RoomoteAmazon Q Developer and Roomote do comparable work on agentic coding, code generation and code review; both also serve buyers who need to code with an AI assistant; Roomote's scale not recorded.
• Amazon vs WorkdayKiro and Developer Agent do comparable work on agentic coding and code generation; both also serve buyers who need to code with an AI assistant; smaller scale (public).
• Amazon vs EliseAIContact Center and Amazon Connect Customer do comparable work on customer support and voice agent; larger scale (public).
• Amazon vs CodeRabbitCodeRabbit and Amazon Q Developer do comparable work on code generation and code review; both also serve buyers who need to code with an AI assistant; larger scale (public).
• Amazon vs FactoryFactory Droids and Amazon Q Developer do comparable work on agentic coding, code generation and code review; both also serve buyers who need to code with an AI assistant; larger scale (public).
• Amazon vs Kore.aiAI for Service and Amazon Connect Customer do comparable work on customer support and voice agent; Kore.ai's scale not recorded.
• Amazon vs GreptileAmazon Q Developer and TREX do comparable work on agentic coding and code review; both also serve buyers who need to code with an AI assistant; Greptile's scale not recorded.
• Amazon vs StackBlitzKiro and WebContainer API do comparable work on agentic coding and code generation; both also serve buyers who need to code with an AI assistant; StackBlitz's scale not recorded.
• Amazon vs RogoOverlaps on agent orchestration, document extraction, evaluation and observability and 3 more; Rogo's scale not recorded.
• Amazon vs IroncladOverlaps on agent orchestration, data analysis, document extraction and 2 more; Ironclad's scale not recorded.
• Amazon vs InsurfAWS HealthScribe and Inveto both list clinical documentation; both also serve buyers who need to document a clinical encounter; Insurf's scale not recorded.
• Amazon vs MoveworksOverlaps on agent orchestration, data analysis, knowledge retrieval and 1 more; Moveworks is acquired, with no independent scale.
• Amazon vs Funnel LeasingOverlaps on agent orchestration, customer support, voice agent and 1 more; Funnel Leasing's scale not recorded.
• Amazon vs FiniFini AI agent and Amazon Connect Customer do comparable work on customer support and voice agent; Fini's scale not recorded.
• Amazon vs Fireworks AIFireOptimizer and Amazon SageMaker HyperPod both list model training; both also serve buyers who need to serve a model in production and train or fine-tune a model; larger scale (public).
• Amazon vs RevionAmazon Connect Customer and Revion AI voice agents do comparable work on customer support and voice agent; Revion's scale not recorded.
• Amazon vs LovableLovable and Kiro do comparable work on agentic coding and code generation; both also serve buyers who need to code with an AI assistant; larger scale (public).
• Amazon vs PolyAIAmazon Connect Customer and PolyAI dialog agents do comparable work on customer support and voice agent; PolyAI's scale not recorded.
• Amazon vs Retell AIAmazon Lex and Retell AI Voice Agents do comparable work on customer support and voice agent; Retell AI's scale not recorded.
• Amazon vs OpenCodeAmazon Q Developer and OpenCode do comparable work on agentic coding and code generation; both also serve buyers who need to code with an AI assistant and pick a coding model that survives review; OpenCode's scale not recorded.
• Amazon vs AI ScreenrAI Screenr and Amazon Connect Talent both list HR and recruiting; both also serve buyers who need to screen job candidates; AI Screenr's scale not recorded.
• Amazon vs ForethoughtForethought Solve and Amazon Connect Customer do comparable work on customer support and voice agent; Forethought is acquired, with no independent scale.
• Amazon vs AidocCare Coordination and AWS HealthScribe both list clinical documentation; both also serve buyers who need to document a clinical encounter; Aidoc's scale not recorded.
• Amazon vs Sarvam AISarvam Text to Speech and Amazon Polly both list text to speech; both also serve buyers who need to create synthetic voice and audio; larger scale (public).
• Amazon vs DeepLDeepL Customization Hub and Amazon Translate both list translation; both also serve buyers who need to translate content; larger scale (public).
• Amazon vs OpenHackAWS Continuum and AI Pentesting both list threat detection and response; both also serve buyers who need to use AI to attack our own systems first; OpenHack's scale not recorded.
• Amazon vs Murf AIMurf Dub and Amazon Translate both list translation; both also serve buyers who need to translate content; Murf AI's scale not recorded.
• Amazon vs AiseraOverlaps on agent orchestration, customer support, knowledge retrieval and 1 more; Aisera is acquired, with no independent scale.
• Amazon vs AppenAmazon SageMaker Ground Truth and Appen Physical AI both list data labelling; both also serve buyers who need to collect and label data to train a model and train or fine-tune a model; Appen's scale not recorded.
• Amazon vs BasetenBaseten Training and Amazon Nova Forge both list model training; both also serve buyers who need to train or fine-tune a model; larger scale (public).
• Amazon vs CrusoeCrusoe Intelligence Foundry and Amazon SageMaker AI do comparable work on model hosting and model training; both also serve buyers who need to serve a model in production and train or fine-tune a model; larger scale (public).
• Amazon vs Hippocratic AIAI Physician Front Door and Amazon Connect Customer do comparable work on customer support and voice agent; larger scale (public).
• Amazon vs MetaGPTOverlaps on agent orchestration, code generation, data analysis and 1 more; MetaGPT's scale not recorded.
• Amazon vs VectaraEngineering Knowledge Search Managed Agent and Amazon Quick Research both serve buyers who need to research a topic and get a cited report; Vectara's scale not recorded.
• Amazon vs Veeva SystemsOverlaps on agent orchestration, clinical documentation, customer support and 3 more; larger scale (public).
• Amazon vs RespeecherRespeecher Space and Amazon Polly both list text to speech; both also serve buyers who need to create synthetic voice and audio; Respeecher's scale not recorded.
• Amazon vs EleutherAIAmazon SageMaker Autopilot and GPT-NeoX both list model training; both also serve buyers who need to train or fine-tune a model; EleutherAI is a nonprofit, with no independent scale.
• Amazon vs HuaweiAWS Trainium and Atlas do comparable work on accelerator silicon and model training; both also serve buyers who need to buy data-centre AI compute; Huawei's scale not comparable: only a revenue estimate, no market cap or valuation.
• Amazon vs AntinuousAlexa for Shopping and Antinuous both list search answers; both also serve buyers who need to use an everyday AI assistant; Antinuous's scale not recorded.
• Amazon vs SourcegraphCody and Kiro both list code generation; both also serve buyers who need to code with an AI assistant; larger scale (public).
• Amazon vs Valene HealthAmazon Connect Health and Valene AI agents both list clinical documentation; both also serve buyers who need to document a clinical encounter; Valene Health's scale not recorded.
• Amazon vs CVViZAmazon Connect Talent and CVViZ AI Applicant Tracking System both list HR and recruiting; both also serve buyers who need to screen job candidates; CVViZ's scale not recorded.
• Amazon vs Sapia.aiAmazon Connect Talent and AI Chat Interview both list HR and recruiting; both also serve buyers who need to screen job candidates; Sapia.ai's scale not recorded.
• Amazon vs Deep InteractionsKiro and Deep Interactions do comparable work on agentic coding and code generation; both also serve buyers who need to code with an AI assistant; Deep Interactions's scale not recorded.
• Amazon vs SASAmazon Nova Forge and SAS Model Studio both list model training; both also serve buyers who need to train or fine-tune a model; SAS's scale not comparable: only a revenue estimate, no market cap or valuation.
• Amazon vs DatadogDatadog's own December 2025 press release announces a strategic collaboration agreement with AWS.
• Amazon vs Axelera AIAxelera Wingman and Kiro do comparable work on agentic coding and code generation; both also serve buyers who need to code with an AI assistant; Axelera AI's scale not recorded.
• Amazon vs CognitionKiro and Devin Desktop do comparable work on agentic coding and code generation; both also serve buyers who need to code with an AI assistant; smaller scale (private).
• Amazon vs HarveyOverlaps on agent orchestration, document extraction, evaluation and observability and 3 more; larger scale (public).
• Amazon vs HaptikAI Booking Agent and Amazon Connect Customer do comparable work on customer support and voice agent; Haptik is acquired, with no independent scale.
• Amazon vs Assort HealthAssort Empower and Amazon Connect Customer both list customer support; larger scale (public).
• Amazon vs TolokaAmazon Nova Forge and Toloka Train both list model training; both also serve buyers who need to train or fine-tune a model; Toloka's scale not recorded.
• Amazon vs Insilico MedicineChemistry42 and Amazon SageMaker Unified Studio both list model training; both also serve buyers who need to train or fine-tune a model; larger scale (public).
• Amazon vs Schneider ElectricOverlaps on AI compute hardware, data analysis, model inference and 1 more; smaller scale (public).
• Amazon vs Yellow.aiOverlaps on agent orchestration, customer support, data analysis and 4 more; Yellow.ai's scale not recorded.
• Amazon vs DecagonDecagon and Amazon Connect Customer do comparable work on customer support and voice agent; larger scale (public).
• Amazon vs YandexAmazon Translate and Yandex Translate both list translation; both also serve buyers who need to translate content; smaller scale (public).
• Amazon vs EmergentEmergent and Kiro do comparable work on agentic coding and code generation; both also serve buyers who need to code with an AI assistant; larger scale (public).
• Amazon vs RasaOverlaps on agent orchestration, customer support and voice agent; Rasa's scale not recorded.
• Amazon vs SynthesiaSurvey Sessions and Alexa+ both list voice agent; larger scale (public).
• Amazon vs HumanSignalHumanSignal Services and Amazon SageMaker Ground Truth both list data labelling; both also serve buyers who need to collect and label data to train a model and train or fine-tune a model; HumanSignal's scale not recorded.
• Amazon vs Decimal CodeAWS HealthScribe and Missed procedure detection both list clinical documentation; both also serve buyers who need to document a clinical encounter; Decimal Code's scale not recorded.
• Amazon vs DocusignDocusign IAM and Amazon Textract both list document extraction; larger scale (public).
• Amazon vs GraphideAmazon Q Developer and Graphide do comparable work on agentic coding and code review; both also serve buyers who need to code with an AI assistant; Graphide's scale not recorded.
• Amazon vs Browse AIAmazon Comprehend Medical and Browse AI both list document extraction; both also serve buyers who need to extract facts from text; Browse AI's scale not recorded.
• Amazon vs EchoCallAmazon Connect Customer and AI Voice Agent do comparable work on customer support and voice agent; EchoCall's scale not recorded.
• Amazon vs The Browser CompanyAlexa for Shopping and Arc Search both list search answers; both also serve buyers who need to use an everyday AI assistant; The Browser Company is acquired, with no independent scale.
• Amazon vs ZoomAmazon Transcribe and Zoom Scribe API both list speech to text; both also serve buyers who need to turn speech into text; smaller scale (public).
• Amazon vs CoreWeaveCoreWeave Model Distillation and Amazon Nova Forge both list model training; both also serve buyers who need to train or fine-tune a model; larger scale (public).
• Amazon vs SnowflakeDocument AI and Amazon Comprehend Medical both list document extraction; both also serve buyers who need to extract facts from text; larger scale (public).
• Amazon vs Hugging FaceHugging Face's own blog announces an expanded long-term strategic partnership with Amazon Web Services.
• Amazon vs PhonelyPhonely and Amazon Connect Customer do comparable work on customer support and voice agent; Phonely's scale not recorded.
• Amazon vs PhonicAmazon Lex and Phonic do comparable work on customer support and voice agent; Phonic's scale not recorded.
• Amazon vs PegasystemsOverlaps on agent orchestration, customer support, data analysis and 2 more; larger scale (public).
• Amazon vs SynthflowSynthflow Voice AI Agents and Amazon Connect Customer do comparable work on customer support and voice agent; Synthflow's scale not recorded.
• Amazon vs JsonifyAmazon Comprehend Medical and Jason both list document extraction; both also serve buyers who need to extract facts from text; Jsonify's scale not recorded.
• Amazon vs UpstageUpstage's own announcement describes a strategic collaboration with AWS, which is its preferred cloud provider for training and deploying Solar models.
• Amazon vs FinFin Voice and Amazon Connect Customer do comparable work on customer support and voice agent; Fin is acquired, with no independent scale.
• Amazon vs GitarGitar and Amazon Q Developer do comparable work on agentic coding and code review; both also serve buyers who need to code with an AI assistant; Gitar is acquired, with no independent scale.
• Amazon vs NaverAlexa for Shopping and AI Tab both list search answers; both also serve buyers who need to use an everyday AI assistant; smaller scale (public).
• Amazon vs M42AWS HealthScribe and OSSI both list clinical documentation; both also serve buyers who need to document a clinical encounter; M42's scale not recorded.
• Amazon vs Together AITogether Custom Training and Amazon SageMaker Autopilot both list model training; both also serve buyers who need to train or fine-tune a model; larger scale (public).
• Amazon vs Velum LabsAmazon Q Developer and RouteKit both serve buyers who need to code with an AI assistant and pick a coding model that survives review; Velum Labs's scale not recorded.
• Amazon vs ReplitReplit and Kiro do comparable work on agentic coding and code generation; both also serve buyers who need to code with an AI assistant; larger scale (public).
• Amazon vs Dell TechnologiesAWS Inferentia and Dell Pro Max AI Desktop both list AI compute hardware; both also serve buyers who need to buy data-centre AI compute; smaller scale (public).
• Amazon vs CallSphereAmazon Connect Customer and AI Voice & Chat Agents do comparable work on customer support and voice agent; CallSphere's scale not recorded.
• Amazon vs Gradient LabsLending agent and Amazon Connect Customer do comparable work on customer support and voice agent; Gradient Labs's scale not recorded.
• Amazon vs LorikeetConcierge and Amazon Connect Customer do comparable work on customer support and voice agent; Lorikeet's scale not recorded.
• Amazon vs Maven AGIAI Agents and Amazon Connect Customer do comparable work on customer support and voice agent; Maven AGI's scale not recorded.
• Amazon vs TwigAmazon Connect Customer and Sera do comparable work on customer support and voice agent; Twig's scale not recorded.
• Amazon vs AssemblyAIAssemblyAI Pre-recorded Speech-to-Text API and Amazon Transcribe both list speech to text; both also serve buyers who need to turn speech into text; AssemblyAI's scale not recorded.
• Amazon vs HopliteKiro and Hoplite do comparable work on agentic coding and code generation; both also serve buyers who need to code with an AI assistant; Hoplite's scale not recorded.
• Amazon vs AucertAmazon Q Developer and Aucert both list code review; both also serve buyers who need to code with an AI assistant; Aucert's scale not recorded.
• Amazon vs VetNotesAWS HealthScribe and VetNotes do comparable work on clinical documentation and speech to text; both also serve buyers who need to document a clinical encounter; VetNotes's scale not recorded.
• Amazon vs VervoeVervoe Skills Assessments and Amazon Connect Talent both list HR and recruiting; both also serve buyers who need to screen job candidates; Vervoe's scale not recorded.
• Amazon vs Unsiloed AIAmazon Comprehend Medical and Unsiloed AI both list document extraction; both also serve buyers who need to extract facts from text; Unsiloed AI's scale not recorded.
• Amazon vs Talkio AIAmazon Transcribe and TalkaType both list speech to text; both also serve buyers who need to turn speech into text; Talkio AI's scale not recorded.
• Amazon vs PlutoAlexa+ and Pluto both list voice agent; both also serve buyers who need to use an everyday AI assistant; Pluto's scale not recorded.
• Amazon vs EncordAmazon SageMaker Ground Truth and Encord Data Annotation both list data labelling; both also serve buyers who need to collect and label data to train a model and train or fine-tune a model; Encord's scale not recorded.
• Amazon vs Furhat RoboticsAlexa+ and FurhatAI Creator both list voice agent; Furhat Robotics's scale not recorded.
• Amazon vs NebuSecAWS Continuum and NebuSec Code Security both list threat detection and response; both also serve buyers who need to use AI to attack our own systems first; NebuSec's scale not recorded.
• Amazon vs ElevenLabsAmazon Transcribe and Scribe both list speech to text; both also serve buyers who need to turn speech into text; smaller scale (private).
• Amazon vs WriterOverlaps on agent orchestration, document extraction, guardrails and safety and 3 more; larger scale (public).
• Amazon vs OneInboxAmazon Connect Customer and OneInbox do comparable work on customer support and voice agent; OneInbox's scale not recorded.
• Amazon vs Kakao EnterpriseAmazon SageMaker AI and Kubeflow do comparable work on model hosting and model training; both also serve buyers who need to serve a model in production and train or fine-tune a model; Kakao Enterprise's scale not recorded.
• Amazon vs SonioxAmazon Polly and Soniox Text-to-Speech API both list text to speech; both also serve buyers who need to create synthetic voice and audio; Soniox's scale not recorded.
• Amazon vs Space42GIQ and Amazon SageMaker Unified Studio both list model training; larger scale (public).
• Amazon vs SupersetKiro and Superset both list agentic coding; both also serve buyers who need to code with an AI assistant; Superset's scale not recorded.
• Amazon vs TridentAWS Continuum and Trident both list threat detection and response; both also serve buyers who need to use AI to attack our own systems first; Trident's scale not recorded.
• Amazon vs CiscoOverlaps on AI compute hardware, accelerator silicon, agent orchestration and 12 more; smaller scale (public).
• Amazon vs HirevueAmazon Connect Talent and Assessment Builder both list HR and recruiting; both also serve buyers who need to screen job candidates; Hirevue's scale not recorded.
• Amazon vs RibbonRibbon AI Interviewer and Amazon Connect Talent both list HR and recruiting; both also serve buyers who need to screen job candidates; Ribbon's scale not recorded.
• Amazon vs fonio.aiAmazon Connect Customer and AI Phone Assistant do comparable work on customer support and voice agent; fonio.ai's scale not recorded.
• Amazon vs BernardAmazon Connect Customer and Bernard do comparable work on customer support and voice agent; Bernard's scale not recorded.
• Amazon vs RinglyAmazon Connect Customer and Seth do comparable work on customer support and voice agent; Ringly's scale not recorded.
• Amazon vs TuringRL environments and Amazon SageMaker Feature Store both list model training; both also serve buyers who need to train or fine-tune a model; larger scale (public).
• Amazon vs AnthropicAmazon's announcement says Anthropic names AWS its primary training partner and primary cloud provider, with Claude models offered on Amazon Bedrock.
• Amazon vs AMDAWS Trainium and AMD Instinct do comparable work on accelerator silicon and model training; both also serve buyers who need to buy data-centre AI compute; smaller scale (public).
• Amazon vs ModalModal's own press release announces a strategic collaboration agreement with AWS.
• Amazon vs Simple AISimple AI and Amazon Connect Customer do comparable work on customer support and voice agent; Simple AI's scale not recorded.
• Amazon vs KuaishouCodeFlicker and Kiro do comparable work on agentic coding and code generation; both also serve buyers who need to code with an AI assistant; larger scale (public).
• Amazon vs BrightHireBrightHire Plan and Amazon Connect Talent both list HR and recruiting; BrightHire's scale not recorded.
• Amazon vs LabelboxAlignerr and Amazon SageMaker Feature Store both list model training; both also serve buyers who need to train or fine-tune a model; Labelbox's scale not recorded.
• Amazon vs Xiao-iAmazon Connect Customer and Xiao-i cognitive intelligence platform do comparable work on customer support and voice agent; Xiao-i's scale not comparable: only a revenue estimate, no market cap or valuation.
• Amazon vs Invisible TechnologiesInvisible AI Training and Amazon SageMaker Ground Truth both list data labelling; both also serve buyers who need to collect and label data to train a model and train or fine-tune a model; larger scale (public).
• Amazon vs Comet MLComet Artifacts and Amazon SageMaker Autopilot both list model training; both also serve buyers who need to train or fine-tune a model; Comet ML's scale not recorded.
• Amazon vs TricentisOverlaps on agent orchestration, data analysis and workflow automation; Tricentis's scale not recorded.
• Amazon vs JcodeKiro and Jcode both list agentic coding; both also serve buyers who need to code with an AI assistant; Jcode's scale not recorded.
• Amazon vs hardware intelligenceAmazon CodeGuru Profiler and Wave both serve buyers who need to code with an AI assistant; hardware intelligence's scale not recorded.
• Amazon vs HireSiftAmazon Connect Talent and HireSift both list HR and recruiting; both also serve buyers who need to screen job candidates; HireSift's scale not recorded.
• Amazon vs iMochaiMocha Skills Assessment and Amazon Connect Talent both list HR and recruiting; both also serve buyers who need to screen job candidates; iMocha's scale not recorded.
• Amazon vs InCruiterAmazon Connect Talent and IncVid both list HR and recruiting; both also serve buyers who need to screen job candidates; InCruiter's scale not recorded.
• Amazon vs SmartRecruitersWinston Match and Amazon Connect Talent both list HR and recruiting; both also serve buyers who need to screen job candidates; SmartRecruiters's scale not recorded.
• Amazon vs TestGorillaGorilla Assessments and Amazon Connect Talent both list HR and recruiting; both also serve buyers who need to screen job candidates; TestGorilla's scale not recorded.
• Amazon vs WorkableWorkable and Amazon Connect Talent both list HR and recruiting; both also serve buyers who need to screen job candidates; Workable's scale not recorded.
• Amazon vs Z.ai (Zhipu AI)GLM Coding Plan and Kiro do comparable work on agentic coding and code generation; both also serve buyers who need to code with an AI assistant; larger scale (public).
• Amazon vs LM StudioAmazon SageMaker HyperPod and llmster both serve buyers who need to serve a model in production; LM Studio's scale not recorded.
• Amazon vs NotionOverlaps on agent orchestration, knowledge retrieval, speech to text and 1 more; larger scale (public).
• Amazon vs tellitelli and Amazon Connect Customer do comparable work on customer support and voice agent; telli's scale not recorded.
• Amazon vs CaptionsLipdub and Amazon Translate both list translation; both also serve buyers who need to translate content; larger scale (public).
• Amazon vs HubSpotOverlaps on agent orchestration, customer support, data analysis and 3 more; larger scale (public).
• Amazon vs ScrapeGraphAIScrapeGraphAI and Amazon Comprehend Medical both list document extraction; both also serve buyers who need to extract facts from text; ScrapeGraphAI's scale not recorded.
• Amazon vs Allia HealthAllia and AWS HealthScribe both list clinical documentation; both also serve buyers who need to document a clinical encounter; Allia Health's scale not recorded.
• Amazon vs Weights & BiasesW&B Models and Amazon Nova Forge both list model training; both also serve buyers who need to train or fine-tune a model; Weights & Biases is acquired, with no independent scale.
• Amazon vs Outcraft AIOutcraft AI and Amazon Connect Customer do comparable work on customer support and voice agent; Outcraft AI's scale not recorded.
• Amazon vs RegalPhone AI Agents and Amazon Connect Customer do comparable work on customer support and voice agent; Regal's scale not recorded.
• Amazon vs DaptaAI Voice Agent and Amazon Connect Customer do comparable work on customer support and voice agent; Dapta's scale not recorded.
• Amazon vs HumanlyHumanly AI Interviewer and Amazon Connect Talent both list HR and recruiting; both also serve buyers who need to screen job candidates; Humanly's scale not recorded.
• Amazon vs KitaKita Capture and Amazon Comprehend Medical both list document extraction; Kita's scale not recorded.
• Amazon vs ManatalManatal AI Recommendation Engine and Amazon Connect Talent both list HR and recruiting; both also serve buyers who need to screen job candidates; Manatal's scale not recorded.
• Amazon vs Super Micro ComputerSuperCloud Developer Console (SDX) and Amazon SageMaker HyperPod both list model training; both also serve buyers who need to serve a model in production and train or fine-tune a model; Super Micro Computer's scale not comparable: only a revenue estimate, no market cap or valuation.
• Amazon vs DefendLabDefendLab and AWS Continuum both list threat detection and response; both also serve buyers who need to use AI to attack our own systems first; DefendLab's scale not recorded.
• Amazon vs SambaNovaSambaNova RDU and AWS Inferentia both list accelerator silicon; both also serve buyers who need to buy data-centre AI compute; larger scale (public).
• Amazon vs Aleph AlphaPhariaStudio and Amazon SageMaker Autopilot both list model training; both also serve buyers who need to train or fine-tune a model; Aleph Alpha's scale not recorded.
• Amazon vs HyperWriteHyperWrite and Alexa for Shopping both list search answers; HyperWrite's scale not recorded.
• Amazon vs HeyGenLiveAvatar and Amazon Polly both list text to speech; larger scale (public).
• Amazon vs K HealthPatientGPT and Amazon Connect Health do comparable work on clinical documentation and customer support; K Health's scale not recorded.
• Amazon vs ImbueSculptor and Kiro do comparable work on agentic coding and code generation; both also serve buyers who need to code with an AI assistant; Imbue's scale not recorded.
• Amazon vs KorsoKorso and Alexa+ both serve buyers who need to use an everyday AI assistant; Korso's scale not recorded.
• Amazon vs GladiaGladia Speech-to-Text API and Amazon Transcribe both list speech to text; both also serve buyers who need to turn speech into text; Gladia's scale not recorded.
• Amazon vs MosaicMosaic and Kiro both list agentic coding; both also serve buyers who need to code with an AI assistant; Mosaic's scale not recorded.
• Amazon vs BrieflyBriefly AI Assistant and Amazon Translate both list translation; both also serve buyers who need to translate content; Briefly's scale not recorded.
• Amazon vs PalantirAIP Assist and Amazon Business Assistant both serve buyers who need to use an everyday AI assistant; larger scale (public).
• Amazon vs monday.comOverlaps on agent orchestration, customer support, voice agent and 1 more; larger scale (public).
• Amazon vs Automation AnywhereOverlaps on agent orchestration, code generation, data analysis and 5 more; Automation Anywhere's scale not recorded.
• Amazon vs PresightOverlaps on agent orchestration, data analysis, knowledge retrieval and 2 more; larger scale (public).
• Amazon vs Halsted AIHalsted AI and AWS HealthScribe both list clinical documentation; both also serve buyers who need to document a clinical encounter; Halsted AI's scale not recorded.
• Amazon vs Hume AIOctave TTS and Amazon Polly both list text to speech; both also serve buyers who need to create synthetic voice and audio; Hume AI's scale not recorded.
• Amazon vs Hewlett Packard EnterpriseOverlaps on AI compute hardware, data analysis, model inference and 2 more; larger scale (public).
• Amazon vs Otter.aiOtter Recruiting Agent and Amazon Connect Talent both list HR and recruiting; Otter.ai's scale not recorded.
• Amazon vs CueBenchCueBench environments and Amazon SageMaker Feature Store both list model training; both also serve buyers who need to train or fine-tune a model; CueBench's scale not recorded.
• Amazon vs EdotEnvEdotEnv environments and Amazon SageMaker Feature Store both list model training; both also serve buyers who need to train or fine-tune a model; EdotEnv's scale not recorded.
• Amazon vs LlamaIndexOverlaps on agent orchestration, data labelling, document extraction and 3 more; LlamaIndex's scale not recorded.
• Amazon vs ProlificAI Task Builder and Amazon SageMaker Ground Truth both list data labelling; both also serve buyers who need to collect and label data to train a model and train or fine-tune a model; Prolific's scale not recorded.
• Amazon vs CropMindCropMind Platform and Amazon Rekognition both list video analytics; CropMind's scale not recorded.
• Amazon vs DescriptDescript Rooms and Amazon Transcribe both list speech to text; both also serve buyers who need to turn speech into text; Descript's scale not recorded.
• Amazon vs LinzumiLinzumi and Kiro both list agentic coding; both also serve buyers who need to code with an AI assistant; Linzumi's scale not recorded.
• Amazon vs AppleSiri AI and Alexa+ both list voice agent; same layer and the same scale band (mega-cap).
• Amazon vs GongOverlaps on data analysis, document extraction, knowledge retrieval and 2 more; Gong's scale not recorded.
• Amazon vs SplunkOverlaps on agent orchestration, data analysis, evaluation and observability and 4 more; Splunk is acquired, with no independent scale.
• Amazon vs OpenDrawingOpenDrawing document digitization and Amazon Textract both list document extraction; both also serve buyers who need to turn handwriting or a scan into typed text; OpenDrawing's scale not recorded.
• Amazon vs QualcommQualcomm Cloud AI 100 Ultra and AWS Inferentia both list accelerator silicon; both also serve buyers who need to buy data-centre AI compute; larger scale (public).
• Amazon vs C3 AIOverlaps on agent orchestration, agentic coding, code generation and 3 more; C3 AI's scale not recorded.
• Amazon vs KlaviyoKlaviyo Customer Agent and Amazon Connect Customer both list customer support; larger scale (public).
• Amazon vs Neo4jOverlaps on agent orchestration, data analysis, document extraction and 2 more; larger scale (public).
• Amazon vs AI21 LabsAI21's own partners page says it was a launch partner for Amazon Bedrock and SageMaker JumpStart.
• Amazon vs RindlerMaxxwell and Kiro both list agentic coding; both also serve buyers who need to code with an AI assistant; Rindler's scale not recorded.
• Amazon vs LambdaLambda Cloud and Amazon SageMaker HyperPod both list model training; both also serve buyers who need to serve a model in production and train or fine-tune a model; Lambda's scale not recorded.
• Amazon vs AddeparAlts Data Management and Amazon Comprehend Medical both list document extraction; both also serve buyers who need to extract facts from text; Addepar's scale not recorded.
• Amazon vs ApproximaApproxima and Amazon CodeGuru Profiler both serve buyers who need to code with an AI assistant; Approxima's scale not recorded.
• Amazon vs DuolingoDuolingo English Test and Amazon Transcribe both list speech to text; both also serve buyers who need to turn speech into text; larger scale (public).
• Amazon vs RadiusRadius and Amazon CodeGuru Profiler both serve buyers who need to code with an AI assistant; Radius's scale not recorded.
• Amazon vs Meta PlatformsMuse Code and Amazon Q Developer do comparable work on agentic coding, code generation and code review; both also serve buyers who need to code with an AI assistant; same layer and the same scale band (mega-cap).
• Amazon vs LandbaseAI Agents and Amazon Quick Research both list search answers; Landbase's scale not recorded.
• Amazon vs SpeakSpeak Tutor and Alexa+ both list voice agent; larger scale (public).
• Amazon vs Cactus ComputeCactus Platform and Amazon Nova Forge both list model training; both also serve buyers who need to train or fine-tune a model; Cactus Compute's scale not recorded.
• Amazon vs OrigamiChat Agent and Amazon Quick Research both list search answers; Origami's scale not recorded.
• Amazon vs Poolside AIPoolside announced a partnership with Amazon Web Services that makes Poolside's product and models available to contract directly from AWS.
• Amazon vs StoaStoa and AWS Inferentia both list AI compute hardware; both also serve buyers who need to buy data-centre AI compute; Stoa's scale not recorded.
• Amazon vs Wispr FlowWispr Flow Dictation and Amazon Transcribe both list speech to text; both also serve buyers who need to turn speech into text; larger scale (public).
• Amazon vs HerodeskHerodesk AI agents and Amazon Translate both list translation; both also serve buyers who need to translate content; Herodesk's scale not recorded.
• Amazon vs AdaAda AI Agent and Amazon Connect Customer both list customer support; Ada's scale not recorded.
• Amazon vs ColossyanColossyan and Amazon Translate both list translation; both also serve buyers who need to translate content; Colossyan's scale not recorded.
• Amazon vs xAIGrokipedia and Alexa for Shopping both list search answers; xAI is acquired, with no independent scale.
• Amazon vs TrilletTrillet Voice and Amazon Connect Health do comparable work on customer support and voice agent; Trillet's scale not recorded.
• Amazon vs StepFunStep Code and Kiro do comparable work on agentic coding and code generation; both also serve buyers who need to code with an AI assistant; larger scale (public).
• Amazon vs OpenAICodex and Amazon Q Developer do comparable work on agentic coding, code generation and code review; both also serve buyers who need to code with an AI assistant; larger scale (public).
• Amazon vs Check Point Software TechnologiesThreatCloud AI and AWS Continuum both list threat detection and response; Check Point Software Technologies's scale not recorded.
• Amazon vs MercorMercor Data and Amazon SageMaker Ground Truth both list data labelling; both also serve buyers who need to train or fine-tune a model; larger scale (public).
• Amazon vs CogramMeeting Minutes and Amazon Transcribe both list speech to text; both also serve buyers who need to turn speech into text; Cogram's scale not recorded.
• Amazon vs LaxisAI Meeting Assistant and Amazon Transcribe both list speech to text; both also serve buyers who need to turn speech into text; Laxis's scale not recorded.
• Amazon vs LeexiLeexi AI Notetaker and Amazon Transcribe both list speech to text; both also serve buyers who need to turn speech into text; Leexi's scale not recorded.
• Amazon vs MinutesLinkMinutesLink and Amazon Transcribe both list speech to text; both also serve buyers who need to turn speech into text; MinutesLink's scale not recorded.
• Amazon vs Read AIRead AI and Amazon Transcribe both list speech to text; both also serve buyers who need to turn speech into text; Read AI's scale not recorded.
• Amazon vs ScribblScribbl and Amazon Transcribe both list speech to text; both also serve buyers who need to turn speech into text; Scribbl's scale not recorded.
• Amazon vs BroadcomBroadcom custom silicon and AWS Trainium both list accelerator silicon; both also serve buyers who need to buy data-centre AI compute; same layer and the same scale band (mega-cap).
• Amazon vs eesel AIAI customer service agent and Amazon Connect Customer both list customer support; eesel AI's scale not recorded.
• Amazon vs QueryPalQueryPal Concierge and Amazon Connect Customer both list customer support; QueryPal's scale not recorded.
• Amazon vs FigmaFigma Make and AWS Transform both list code generation; both also serve buyers who need to code with an AI assistant; larger scale (public).
• Amazon vs DatoricDatoric datasets and Amazon SageMaker Feature Store both list model training; both also serve buyers who need to train or fine-tune a model; Datoric's scale not recorded.
• Amazon vs EnactEnact and Amazon SageMaker Feature Store both list model training; both also serve buyers who need to train or fine-tune a model; Enact's scale not recorded.
• Amazon vs MrScraperWeb Scraper API and Amazon Comprehend Medical both list document extraction; both also serve buyers who need to extract facts from text; MrScraper's scale not recorded.
• Amazon vs RunAnywhereYapRun and Amazon Transcribe both list speech to text; both also serve buyers who need to turn speech into text; RunAnywhere's scale not recorded.
• Amazon vs Gaudio LabGaudio Dub and Amazon Translate both list translation; both also serve buyers who need to translate content; Gaudio Lab's scale not recorded.
• Amazon vs TenstorrentBlackhole and AWS Inferentia both list accelerator silicon; both also serve buyers who need to buy data-centre AI compute; larger scale (public).
• Amazon vs AlvariaAlvaria Intelligence Platform (AIP) and Amazon Connect Customer both list customer support; Alvaria's scale not recorded.
• Amazon vs HandshakeHandshake AI and Amazon SageMaker Ground Truth both list data labelling; both also serve buyers who need to train or fine-tune a model; Handshake's scale not recorded.
• Amazon vs ManusManus and Amazon Quick Research both list search answers; Manus's scale not comparable: only a revenue estimate, no market cap or valuation.
• Amazon vs Palo Alto NetworksOverlaps on agent orchestration, data analysis, evaluation and observability and 3 more; larger scale (public).
• Amazon vs PlaudPlaud Desktop and Amazon Transcribe both list speech to text; both also serve buyers who need to turn speech into text; Plaud's scale not recorded.
• Amazon vs LexiLexi and Amazon Translate both list translation; both also serve buyers who need to translate content; Lexi's scale not recorded.
• Amazon vs ParahelpSupport Agent and Amazon Connect Customer both list customer support; Parahelp's scale not recorded.
• Amazon vs UnslothUnsloth and Amazon SageMaker Autopilot both list model training; both also serve buyers who need to train or fine-tune a model; Unsloth's scale not recorded.
• Amazon vs FlikiFliki and Amazon Translate both list translation; both also serve buyers who need to translate content; Fliki's scale not recorded.
• Amazon vs Vast.aiVast.ai GPU Cloud and Amazon SageMaker HyperPod both list model training; both also serve buyers who need to serve a model in production and train or fine-tune a model; Vast.ai's scale not recorded.
• Amazon vs FathomFathom and Amazon Transcribe both list speech to text; both also serve buyers who need to turn speech into text; Fathom is acquired, with no independent scale.
• Amazon vs Applied IntuitionOverlaps on agent orchestration, evaluation and observability, model training and 1 more; larger scale (public).
• Amazon vs ZapierOverlaps on agent orchestration, code generation, customer support and 4 more; larger scale (public).
• Amazon vs RunPodPods and Amazon SageMaker HyperPod both list model training; both also serve buyers who need to serve a model in production and train or fine-tune a model; larger scale (public).
• Amazon vs Relevance AIOverlaps on HR and recruiting, agent orchestration, customer support and 5 more; Relevance AI's scale not recorded.
• Amazon vs GrablyGrably datasets and Amazon SageMaker Ground Truth both list data labelling; both also serve buyers who need to train or fine-tune a model; Grably's scale not recorded.
• Amazon vs Surge AISurge AI data platform and Amazon SageMaker Ground Truth both list data labelling; both also serve buyers who need to train or fine-tune a model; Surge AI's scale not recorded.
• Amazon vs VelvetVelvet datasets and Amazon SageMaker Ground Truth both list data labelling; both also serve buyers who need to train or fine-tune a model; Velvet's scale not recorded.
• Amazon vs Flawless AITrueSync and Amazon Translate both list translation; Flawless AI's scale not recorded.
• Amazon vs BeneKineticElizabeth and Amazon Rekognition both list video analytics; BeneKinetic's scale not recorded.
• Amazon vs LimeChatLevel 3 AI and Amazon Connect Customer both list customer support; LimeChat's scale not recorded.
• Amazon vs Nodus ComputeNodus and Amazon SageMaker HyperPod both list model training; both also serve buyers who need to serve a model in production and train or fine-tune a model; Nodus Compute's scale not recorded.
• Amazon vs ChatbaseChatbase and Amazon Connect Customer both list customer support; Chatbase's scale not recorded.
• Amazon vs MagnificMagnific Creative Suite and Amazon Polly both list text to speech; both also serve buyers who need to create synthetic voice and audio; Magnific's scale not recorded.
• Amazon vs FyxerAI meeting notetaker and Amazon Transcribe both list speech to text; both also serve buyers who need to turn speech into text; Fyxer's scale not recorded.
• Amazon vs Abnormal SecurityAbnormal AI and AWS Continuum both list threat detection and response; larger scale (public).
• Amazon vs AskHandleAskHandle and Amazon Connect Customer both list customer support; AskHandle's scale not recorded.
• Amazon vs Applied MaterialsSmartFactory AI IQworks and Amazon SageMaker Unified Studio both list model training; both also serve buyers who need to train or fine-tune a model; larger scale (public).
• Amazon vs Kindred VoiceKindred Voice and Amazon Connect Customer both list voice agent; Kindred Voice's scale not recorded.
• Amazon vs KimptonKimpton Koliseum and Amazon Nova Forge both list model training; both also serve buyers who need to train or fine-tune a model; Kimpton's scale not recorded.
• Amazon vs AideAide AI Agent and Amazon Connect Customer both list customer support; Aide's scale not recorded.
• Amazon vs Alhena AIAI Support Concierge and Amazon Connect Customer both list customer support; Alhena AI's scale not recorded.
• Amazon vs CoSupport AICoSupport AI Agent and Amazon Connect Customer both list customer support; CoSupport AI's scale not recorded.
• Amazon vs NeopleNeople and Amazon Connect Customer both list customer support; Neople's scale not recorded.
• Amazon vs PylonSupport Agent and Amazon Connect Customer both list customer support; Pylon's scale not recorded.
• Amazon vs Siena AICustomer Service Agent and Amazon Connect Customer both list customer support; Siena AI's scale not recorded.
• Amazon vs Yuma AISupport AI and Amazon Connect Customer both list customer support; Yuma AI's scale not recorded.
• Amazon vs LeverLever AI-Powered Screening and Amazon Connect Talent both list HR and recruiting; both also serve buyers who need to screen job candidates; Lever is acquired, with no independent scale.
• Amazon vs MeetGeekMeeting Agent and Amazon Transcribe both list speech to text; both also serve buyers who need to turn speech into text; MeetGeek's scale not recorded.
• Amazon vs LegoraOverlaps on agent orchestration, document extraction and workflow automation; larger scale (public).
• Amazon vs Ooak DataOoak Data RL Environments and Amazon SageMaker Feature Store both list model training; both also serve buyers who need to train or fine-tune a model; Ooak Data's scale not recorded.
• Amazon vs TwolabsTwolabs Environments and Datasets and Amazon SageMaker Feature Store both list model training; both also serve buyers who need to train or fine-tune a model; Twolabs's scale not recorded.
• Amazon vs ValioValio and Amazon Comprehend both list document extraction; Valio's scale not recorded.
• Amazon vs ClearFeedClearFeed AI Agents and Amazon Connect Customer both list customer support; ClearFeed's scale not recorded.
• Amazon vs ProxProx and Amazon Connect Customer both list customer support; Prox's scale not recorded.
• Amazon vs BraviBravi and Amazon Connect Customer both list customer support; Bravi's scale not recorded.
• Amazon vs CodeSignalAI Interviewer and Amazon Connect Talent both list HR and recruiting; both also serve buyers who need to screen job candidates; CodeSignal's scale not recorded.
• Amazon vs Shire IntelligenceOverlaps on data analysis, video analytics, voice agent and 1 more; Shire Intelligence's scale not recorded.
• Amazon vs Core42Compass Chat Enterprise and Alexa for Shopping both list search answers; both also serve buyers who need to use an everyday AI assistant; Core42's scale not recorded.
• Amazon vs EvergroveEvergrove and Amazon Connect Customer both list voice agent; Evergrove's scale not recorded.
• Amazon vs FloworksSam and Amazon Connect Customer both list voice agent; Floworks's scale not recorded.
• Amazon vs Crawl4AICrawl4AI and Amazon Comprehend Medical both list document extraction; both also serve buyers who need to extract facts from text; Crawl4AI's scale not recorded.
• Amazon vs HeyMiloAI Video Interview and Amazon Connect Talent both list HR and recruiting; both also serve buyers who need to screen job candidates; HeyMilo's scale not recorded.
• Amazon vs PalisadePalisade and Amazon Connect Customer both list customer support; Palisade's scale not recorded.
• Amazon vs CytodymeCytodyme and Amazon Comprehend Medical both list document extraction; Cytodyme's scale not recorded.
• Amazon vs Reflector BioReflector phenotypic screening and Amazon SageMaker Canvas both list model training; Reflector Bio's scale not recorded.
• Amazon vs Thomson ReutersDocument Intelligence and Amazon Comprehend Medical both list document extraction; both also serve buyers who need to extract facts from text; Thomson Reuters's scale not recorded.
• Amazon vs CohereCompass and Amazon Kendra both list vector search; larger scale (public).
• Amazon vs KapaKapa Website Agent and Amazon Connect Customer both list customer support; Kapa's scale not recorded.
• Amazon vs ForetellixForetify Evaluate and Amazon SageMaker Data Wrangler both serve buyers who need to train or fine-tune a model; Foretellix's scale not recorded.
• Amazon vs ThenaThena AI agents and Amazon Connect Customer both list customer support; Thena's scale not recorded.
• Amazon vs Egoist MachinesAI Passport and Amazon Business Assistant both serve buyers who need to use an everyday AI assistant; Egoist Machines's scale not recorded.
• Amazon vs UnthreadAgentic AI and Amazon Connect Customer both list customer support; Unthread's scale not recorded.
• Amazon vs GUILDGUILD Forge and Amazon Comprehend both list document extraction; GUILD's scale not recorded.
• Amazon vs Lantern AILantern and Amazon Connect Talent both list HR and recruiting; both also serve buyers who need to screen job candidates; Lantern AI's scale not recorded.
• Amazon vs Synthetic SciencesAscent and Amazon Nova Forge both list model training; both also serve buyers who need to train or fine-tune a model; Synthetic Sciences's scale not recorded.
• Amazon vs SentinelOne
• Amazon vs CarSignalCarSignal and Alexa+ both list voice agent; CarSignal's scale not recorded.
• Amazon vs AlphaSenseAlphaSense SuperAnalyst and Amazon Quick Research both serve buyers who need to research a topic and get a cited report; larger scale (public).
• Amazon vs BildorBildor and Amazon Comprehend both list document extraction; Bildor's scale not recorded.
• Amazon vs GradiumText-to-Speech and Amazon Polly both list text to speech; both also serve buyers who need to create synthetic voice and audio; Gradium's scale not recorded.
• Amazon vs WixWix Smart Chat and Amazon Connect Customer both list customer support; larger scale (public).
• Amazon vs QuillBotQuillBot and Amazon Translate both list translation; both also serve buyers who need to translate content; QuillBot is acquired, with no independent scale.
• Amazon vs QdrantQdrant Cloud and Amazon Kendra both list vector search; Qdrant's scale not recorded.
• Amazon vs RiftenRiften and Amazon SageMaker HyperPod both list model training; both also serve buyers who need to train or fine-tune a model; Riften's scale not recorded.
• Amazon vs ZscalerZero Trust Exchange and AWS Continuum both list threat detection and response; larger scale (public).
• Amazon vs HiddenLayerHiddenLayer AI Security Platform and AWS Continuum both list threat detection and response; HiddenLayer's scale not recorded.
• Amazon vs Aleph LabAleph Kids and Alexa+ both list voice agent; Aleph Lab's scale not recorded.
• Amazon vs TolmoTolmo Pentesting Agent and AWS Continuum both list threat detection and response; both also serve buyers who need to use AI to attack our own systems first; Tolmo's scale not recorded.
• Amazon vs Pocket FMSherpa by Pocket FM and Amazon Polly both list text to speech; Pocket FM's scale not recorded.
• Amazon vs Kobalt LabsKobalt AI and Amazon Comprehend both list document extraction; Kobalt Labs's scale not recorded.
• Amazon vs FramerFramer AI and AWS Transform both list code generation; larger scale (public).
• Amazon vs ClickUpClickUp Brain MAX and Alexa for Shopping both list search answers; both also serve buyers who need to use an everyday AI assistant; larger scale (public).
• Amazon vs HopperHopper and Amazon SageMaker HyperPod both list model training; both also serve buyers who need to serve a model in production and train or fine-tune a model; Hopper's scale not recorded.
• Amazon vs SenseTimeOverlaps on AI compute hardware, code generation, data analysis and 4 more; larger scale (public).
• Amazon vs Guild.aiGuild Software Factory and Kiro both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded.
• Amazon vs Moonshot AIKimi Code and Kiro do comparable work on agentic coding and code generation; both also serve buyers who need to code with an AI assistant; larger scale (public).
• Amazon vs BelvedirBelvedir and Amazon SageMaker HyperPod both list model training; both also serve buyers who need to train or fine-tune a model; Belvedir's scale not recorded.
• Amazon vs OrchestraOrchestra and Amazon SageMaker HyperPod both list model training; both also serve buyers who need to train or fine-tune a model; Orchestra's scale not recorded.
• Amazon vs Micro1Cortex and Amazon SageMaker Ground Truth both list data labelling; both also serve buyers who need to collect and label data to train a model; Micro1's scale not recorded.
• Amazon vs StableBrowseStableBrowse Physical AI Data and Amazon SageMaker Ground Truth both list data labelling; both also serve buyers who need to train or fine-tune a model; StableBrowse's scale not recorded.
• Amazon vs Stemma AIStemma and Amazon Comprehend both list document extraction; Stemma AI's scale not recorded.
• Amazon vs NimbleAI Web Search and Amazon Bedrock Data Automation both list document extraction; both also serve buyers who need to extract facts from text; Nimble's scale not recorded.
• Amazon vs OlostepAnswers API and Amazon Bedrock Data Automation both list document extraction; both also serve buyers who need to extract facts from text; Olostep's scale not recorded.
• Amazon vs Slideflow LabsSlideflow framework and Amazon SageMaker Autopilot both list model training; both also serve buyers who need to train or fine-tune a model; Slideflow Labs's scale not recorded.
• Amazon vs EliteElite Health and Amazon Connect Customer both list voice agent; Elite's scale not recorded.
• Amazon vs RoundedDonna and Amazon Connect Customer both list voice agent; Rounded's scale not recorded.
• Amazon vs ScrapeOpsAI Scraper Builder and Kiro both list code generation; both also serve buyers who need to code with an AI assistant; ScrapeOps's scale not recorded.
• Amazon vs WritesonicOverlaps on data analysis, search answers and workflow automation; Writesonic's scale not recorded.
• Amazon vs IsoquantIsoquant and Amazon SageMaker AI do comparable work on model hosting and model training; both also serve buyers who need to serve a model in production; Isoquant's scale not recorded.
• Amazon vs Enkrypt AIEnkrypt AI and Amazon Bedrock Guardrails both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use and watch an AI agent for suspicious or runaway behaviour; Enkrypt AI is acquired, with no independent scale.
• Amazon vs Resemble AIResemble Watermarker and Amazon Bedrock Guardrails both list guardrails and safety; Resemble AI's scale not recorded.
• Amazon vs Spanish ChatMaya and Alexa+ both list voice agent; Spanish Chat's scale not recorded.
• Amazon vs HiveHive Speech-to-Text API and Amazon Transcribe both list speech to text; both also serve buyers who need to turn speech into text; larger scale (public).
• Amazon vs GraphcoreIPU (Intelligence Processing Unit) and AWS Trainium do comparable work on accelerator silicon and model training; both also serve buyers who need to buy data-centre AI compute; Graphcore's scale not recorded.
• Amazon vs OvidaOvida and Amazon Transcribe both list speech to text; Ovida's scale not recorded.
• Amazon vs ZmodeZMODE and Amazon Connect Customer both list customer support; Zmode's scale not recorded.
• Amazon vs HEDIHEDI and Amazon Comprehend both list document extraction; HEDI's scale not recorded.
• Amazon vs ClickHouseOverlaps on agent orchestration, code generation, data analysis and 2 more; ClickHouse's scale not recorded.
• Amazon vs MentlioMentlio and Kiro both list agentic coding; Mentlio's scale not recorded.
• Amazon vs PicsartOverlaps on data analysis, text to speech, translation and 1 more; Picsart's scale not recorded.
• Amazon vs HoneywellHoneywell Cyber Proactive Defense and AWS Continuum both list threat detection and response; Honeywell's scale not recorded.
• Amazon vs Horizon RoboticsJourney 6 Series and AWS Inferentia do comparable work on AI compute hardware and accelerator silicon; both also serve buyers who need to buy data-centre AI compute; larger scale (public).
• Amazon vs BITE DataBITE and Amazon Comprehend both list document extraction; BITE Data's scale not recorded.
• Amazon vs CrosscheckCrosscheck and Amazon Comprehend both list document extraction; Crosscheck's scale not recorded.
• Amazon vs HelonicHelonic and Amazon Comprehend both list document extraction; Helonic's scale not recorded.
• Amazon vs IntelizenIntelizen and Amazon Comprehend both list document extraction; Intelizen's scale not recorded.
• Amazon vs ScoopScoop and Amazon Comprehend both list document extraction; Scoop's scale not recorded.
• Amazon vs Prodigy ResearchProdigy trading system and Amazon Nova Forge both list model training; Prodigy Research's scale not recorded.
• Amazon vs CrowdStrikeCrowdStrike and AWS announced an expanded strategic partnership on cloud security and AI.
• Amazon vs Sakana AISakana Translate and Amazon Translate both list translation; both also serve buyers who need to translate content; larger scale (public).
• Amazon vs Pika LabsSpeech Studio and Amazon Polly both list text to speech; both also serve buyers who need to create synthetic voice and audio; larger scale (public).
• Amazon vs ReflectionMirror CLI and Kiro both list agentic coding; both also serve buyers who need to code with an AI assistant; larger scale (public).
• Amazon vs KensaiKensai product intelligence and Amazon Comprehend both list document extraction; Kensai's scale not recorded.
• Amazon vs ExaSearch API and Amazon Bedrock Data Automation both list document extraction; both also serve buyers who need to extract facts from text; Exa's scale not recorded.
• Amazon vs EdviroOverlaps on data analysis and workflow automation; Edviro's scale not recorded.
• Amazon vs PangoOverlaps on data analysis and workflow automation; Pango's scale not recorded.
• Amazon vs Quivly AIOverlaps on data analysis and workflow automation; Quivly AI's scale not recorded.
• Amazon vs TablenderOverlaps on data analysis and workflow automation; Tablender's scale not recorded.
• Amazon vs ConiferParallax and Amazon CodeGuru Profiler both serve buyers who need to code with an AI assistant; Conifer's scale not recorded.
• Amazon vs DecartDecart's own funding announcement describes a partnership with Amazon Web Services covering a commercial agreement and joint go-to-market, with Lucy 2 running on AWS Trainium.
• Amazon vs WeaviateWeaviate Database and Amazon Kendra both list vector search; Weaviate's scale not recorded.
• Amazon vs VMwareVMware Cloud Foundation Private AI Services and Amazon SageMaker HyperPod both serve buyers who need to serve a model in production; VMware is acquired, with no independent scale.
• Amazon vs CoveoOverlaps on agent orchestration, customer support, knowledge retrieval and 1 more; Coveo's scale not recorded.
• Amazon vs Samsung ElectronicsVision AI Companion and Alexa+ both serve buyers who need to use an everyday AI assistant; larger scale (public).
• Amazon vs NeuphonicNeuTTS-2M and Amazon Polly both list text to speech; both also serve buyers who need to create synthetic voice and audio; Neuphonic's scale not recorded.
• Amazon vs SpiderAI Studio and Amazon Comprehend Medical both list document extraction; both also serve buyers who need to extract facts from text; Spider's scale not recorded.
• Amazon vs AlmanacAlmanac and Amazon Business Assistant both serve buyers who need to use an everyday AI assistant; Almanac's scale not recorded.
• Amazon vs GBrainGBrain and Amazon Business Assistant both serve buyers who need to use an everyday AI assistant; GBrain's scale not recorded.
• Amazon vs Akon LabsGitNexus and Kiro both list agentic coding; both also serve buyers who need to code with an AI assistant; Akon Labs's scale not recorded.
• Amazon vs SpekoSpeko and Amazon Transcribe both list speech to text; both also serve buyers who need to turn speech into text; Speko's scale not recorded.
• Amazon vs TorqOverlaps on agent orchestration, knowledge retrieval, threat detection and response and 1 more; larger scale (public).
• Amazon vs WrikeOverlaps on agent orchestration, data analysis, knowledge retrieval and 1 more; Wrike's scale not recorded.
• Amazon vs BolnaBolna AI voice agents and Amazon Lex do comparable work on customer support and voice agent; Bolna's scale not recorded.
• Amazon vs AsanaOverlaps on agent orchestration, knowledge retrieval and workflow automation; larger scale (public).
• Amazon vs ZEISSZEISS arivis Cloud and Amazon Nova Forge both list model training; both also serve buyers who need to train or fine-tune a model; ZEISS's scale not recorded.
• Amazon vs KadoaWeb Scraping OS and Amazon Comprehend Medical both list document extraction; both also serve buyers who need to extract facts from text; Kadoa's scale not recorded.
• Amazon vs Arista NetworksArista NDR and AWS Continuum both list threat detection and response; larger scale (public).
• Amazon vs AntigenAntigen and AWS Continuum both list threat detection and response; both also serve buyers who need to use AI to attack our own systems first; Antigen's scale not recorded.
• Amazon vs Boxes.devBoxes.dev and Kiro both list agentic coding; both also serve buyers who need to code with an AI assistant; Boxes.dev's scale not recorded.
• Amazon vs CodaHxOverlaps on data analysis and workflow automation; CodaHx's scale not recorded.
• Amazon vs LaiblOverlaps on data analysis and workflow automation; Laibl's scale not recorded.
• Amazon vs Skywork AIOverlaps on agentic coding, data analysis, speech to text and 2 more; Skywork AI's scale not recorded.
• Amazon vs DXOverlaps on agent orchestration, data analysis, evaluation and observability and 2 more; DX's scale not recorded.
• Amazon vs QuoraPoe and Alexa+ both serve buyers who need to use an everyday AI assistant; larger scale (public).
• Amazon vs Copy.aiOverlaps on agent orchestration, data analysis, knowledge retrieval and 1 more; Copy.ai is acquired, with no independent scale.
• Amazon vs Falfal Compute and Amazon SageMaker HyperPod both list model training; both also serve buyers who need to train or fine-tune a model; Fal's scale not recorded.
• Amazon vs WebflowWebflow Localize and Amazon Translate both list translation; both also serve buyers who need to translate content; Webflow's scale not recorded.
• Amazon vs IdeogramCustom Image Models and Amazon SageMaker Canvas both list model training; both also serve buyers who need to train or fine-tune a model; Ideogram's scale not recorded.
• Amazon vs OllamaOllama Cloud and Amazon Bedrock both serve buyers who need to build on a hosted model API and serve a model in production; Ollama's scale not recorded.
• Amazon vs Nous ResearchOverlaps on agent orchestration, model hosting and model inference; Nous Research's scale not recorded.
• Amazon vs Black Forest LabsOpen Weights Licensing and Amazon SageMaker HyperPod both list model training; both also serve buyers who need to train or fine-tune a model; larger scale (public).
• Amazon vs Hailo TechnologiesHailo AI accelerators and AWS Inferentia both list accelerator silicon; Hailo Technologies is acquired, with no independent scale.
• Amazon vs PointFiveOverlaps on agent orchestration, data analysis, evaluation and observability and 1 more; PointFive's scale not recorded.
• Amazon vs SalesloftOverlaps on data analysis and workflow automation; Salesloft's scale not recorded.
• Amazon vs DarktraceDarktrace ActiveAI Security Platform and AWS Continuum both list threat detection and response; larger scale (public).
• Amazon vs Vectra AIVectra AI's own press release announces an expanded collaboration with AWS, including a GenAI analyst built on Amazon Bedrock.
• Amazon vs ClayOverlaps on agent orchestration, data analysis, evaluation and observability and 1 more; larger scale (public).
• Amazon vs CoArenaIntrospect and Amazon Bedrock Guardrails both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; CoArena's scale not recorded.
• Amazon vs MarkerOverlaps on agent orchestration and workflow automation; Marker's scale not recorded.
• Amazon vs TreliumOverlaps on agent orchestration and workflow automation; Trelium's scale not recorded.
• Amazon vs BoundaryBAML and Amazon Bedrock Data Automation both list document extraction; both also serve buyers who need to extract facts from text; Boundary's scale not recorded.
• Amazon vs SK HynixCMM-DDR5 and AWS Inferentia both list AI compute hardware; both also serve buyers who need to buy data-centre AI compute; larger scale (public).
• Amazon vs Twilio
• Amazon vs SmartleadSmartDialer and Amazon Transcribe both list speech to text; both also serve buyers who need to turn speech into text; Smartlead's scale not recorded.
• Amazon vs AlgoliaOverlaps on agent orchestration, knowledge retrieval and vector search; Algolia's scale not recorded.
• Amazon vs OutreachOverlaps on agent orchestration, data analysis, search answers and 1 more; larger scale (public).
• Amazon vs lemlist
• Amazon vs ZarnaOverlaps on document extraction, knowledge retrieval and workflow automation; Zarna's scale not recorded.
• Amazon vs Marvell TechnologyMarvell OCTEON DPU and AWS Trainium both list accelerator silicon; both also serve buyers who need to buy data-centre AI compute; larger scale (public).
• Amazon vs LarkOverlaps on data analysis and workflow automation; Lark's scale not recorded.
• Amazon vs DeepSeekDeepSeek API Platform and Amazon Bedrock both serve buyers who need to build on a hosted model API and serve a model in production; larger scale (public).
• Amazon vs Kestrel AIOverlaps on agent orchestration, data analysis and workflow automation; Kestrel AI's scale not recorded.
• Amazon vs ReplicateReplicate and Amazon SageMaker HyperPod both serve buyers who need to serve a model in production; Replicate's scale not recorded.
• Amazon vs AhrefsOverlaps on data analysis and workflow automation; Ahrefs's scale not recorded.
• Amazon vs Evergreen.aiEvergreen.ai and Alexa+ both serve buyers who need to use an everyday AI assistant; Evergreen.ai's scale not recorded.
• Amazon vs WonderingWondering Canvas and Alexa+ both serve buyers who need to use an everyday AI assistant; Wondering's scale not recorded.
• Amazon vs Liquid AILiquid Apollo and Alexa+ both serve buyers who need to use an everyday AI assistant; Liquid AI's scale not recorded.
• Amazon vs Workers IOWorkers IO simulation platform and AWS Transform both serve buyers who need to code with an AI assistant; Workers IO's scale not recorded.
• Amazon vs Enjamb LabsOverlaps on agent orchestration, knowledge retrieval and workflow automation; Enjamb Labs's scale not recorded.
• Amazon vs AutoGPTOverlaps on agent orchestration and workflow automation; AutoGPT's scale not recorded.
• Amazon vs OneTriangleOneTriangle Inference and Amazon SageMaker AI both list model hosting; both also serve buyers who need to serve a model in production; OneTriangle's scale not recorded.
• Amazon vs Resin TechnologiesOverlaps on agent orchestration and workflow automation; Resin Technologies's scale not recorded.
• Amazon vs Veria LabsVeria and AWS Continuum both list threat detection and response; both also serve buyers who need to use AI to attack our own systems first; Veria Labs's scale not recorded.
• Amazon vs Arctic WolfAurora Endpoint Security and AWS Continuum both list threat detection and response; Arctic Wolf's scale not recorded.
• Amazon vs DockOverlaps on agent orchestration and workflow automation; Dock's scale not recorded.
• Amazon vs GumloopOverlaps on agent orchestration and workflow automation; Gumloop's scale not recorded.
• Amazon vs DatabuddyOverlaps on data analysis; Databuddy's scale not recorded.
• Amazon vs PeakOverlaps on agent orchestration, data analysis and workflow automation; Peak is acquired, with no independent scale.
• Amazon vs Scalable AIOverlaps on agent orchestration and workflow automation; Scalable AI's scale not recorded.
• Amazon vs TenorOverlaps on agent orchestration and workflow automation; Tenor's scale not recorded.
• Amazon vs Agnost AIAgnost AI and Amazon Nova Forge both list model training; Agnost AI's scale not recorded.
• Amazon vs TraceforceTraceforce and AWS Continuum both list threat detection and response; Traceforce's scale not recorded.
• Amazon vs SoundverseSoundverse Enterprise API and Amazon Polly both serve buyers who need to create synthetic voice and audio; Soundverse's scale not recorded.
• Amazon vs SearchApiGoogle AI Overview API and Alexa for Shopping both list search answers; SearchApi's scale not recorded.
• Amazon vs CivitaiCivitai and Amazon SageMaker AI both serve buyers who need to serve a model in production; Civitai's scale not recorded.
• Amazon vs DonkeyOverlaps on data analysis; Donkey's scale not recorded.
• Amazon vs LogosGuardLogosGuard AI Privacy Shield and Alexa+ both serve buyers who need to use an everyday AI assistant; LogosGuard's scale not recorded.
• Amazon vs SubVysionOverlaps on data analysis; SubVysion's scale not recorded.
• Amazon vs MossMoss Inference and Amazon SageMaker HyperPod both serve buyers who need to serve a model in production; Moss's scale not recorded.
• Amazon vs OpenRelayOpenRelay and Amazon SageMaker AI both list model hosting; both also serve buyers who need to serve a model in production; OpenRelay's scale not recorded.
• Amazon vs Maxim AIBifrost Edge and Amazon Bedrock Guardrails both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use and watch an AI agent for suspicious or runaway behaviour; Maxim AI's scale not recorded.
• Amazon vs ModularModular's own announcement describes a partnership with AWS to bring its MAX platform to AWS services.
• Amazon vs OpenTagOpenTag and Amazon Business Assistant both serve buyers who need to use an everyday AI assistant; OpenTag's scale not recorded.
• Amazon vs DoppelDoppel Email Security and AWS Continuum both list threat detection and response; larger scale (public).
• Amazon vs Arm HoldingsArm C2 CPU cluster and AWS Inferentia both list AI compute hardware; larger scale (public).
• Amazon vs IntelitalOverlaps on data analysis; Intelital's scale not recorded.
• Amazon vs Poth LabsOverlaps on data analysis; Poth Labs's scale not recorded.
• Amazon vs HyperbrowserHyperbrowser Web Scraping and Amazon Bedrock Data Automation both list document extraction; both also serve buyers who need to extract facts from text; Hyperbrowser's scale not recorded.
• Amazon vs AlethicaCustomer Operations Agent and Amazon Connect Customer both list customer support; Alethica's scale not recorded.
• Amazon vs SorceSorce and Amazon Connect Talent both list HR and recruiting; Sorce's scale not recorded.
• Amazon vs WizWiz AI-SPM and AWS Continuum both list threat detection and response; Wiz is acquired, with no independent scale.
• Amazon vs BackhouseOverlaps on knowledge retrieval; Backhouse's scale not recorded.
• Amazon vs DiligenceSquaredOverlaps on data analysis, knowledge retrieval and voice agent; DiligenceSquared's scale not recorded.
• Amazon vs Humain
• Amazon vs BrowserbaseBrowserbase Fetch API and Amazon Bedrock Data Automation both list document extraction; both also serve buyers who need to extract facts from text; larger scale (public).
• Amazon vs LG CorpEXAONE Data Foundry and Amazon SageMaker Canvas both list model training; both also serve buyers who need to train or fine-tune a model; larger scale (public).
• Amazon vs LinkupLinkup Search API and Amazon Quick Research both list search answers; Linkup's scale not recorded.
• Amazon vs LockeOverlaps on agent orchestration and workflow automation; Locke's scale not recorded.
• Amazon vs MiroOverlaps on agent orchestration and workflow automation; larger scale (public).
• Amazon vs LiveKitLiveKit Agent Platform and Amazon Bedrock both serve buyers who need to test and evaluate an AI agent; LiveKit's scale not recorded.
• Amazon vs CloudPeekCloudPeek Platform and AWS Continuum both list threat detection and response; CloudPeek's scale not recorded.
• Amazon vs Not DiamondNot Diamond and Amazon SageMaker HyperPod both list model training; Not Diamond's scale not recorded.
• Amazon vs ExpelExpel Workbench and AWS Continuum both list threat detection and response; Expel's scale not recorded.
• Amazon vs Red CanaryZscaler Managed Detection and Response and AWS Continuum both list threat detection and response; Red Canary is acquired, with no independent scale.
• Amazon vs Context.devContext.dev and Amazon Quick Research both list search answers; Context.dev's scale not recorded.
• Amazon vs ParallelSearch API and Alexa for Shopping both list search answers; Parallel's scale not recorded.
• Amazon vs GoodcallOverlaps on agent orchestration and workflow automation; Goodcall's scale not recorded.
• Amazon vs LogicalLogical and Alexa+ both serve buyers who need to use an everyday AI assistant; Logical's scale not recorded.
• Amazon vs TropeOverlaps on agent orchestration and workflow automation; Trope's scale not recorded.
• Amazon vs airSlateairSlate Marketing Intelligence Platform and Amazon Ads Agent both serve buyers who need to make marketing campaigns, ads and posts; larger scale (public).
• Amazon vs FabraixNyx and AWS Continuum both serve buyers who need to use AI to attack our own systems first; Fabraix's scale not recorded.
• Amazon vs ArenaArena and Alexa+ both serve buyers who need to use an everyday AI assistant; scale not comparable: one figure is revenue, the other valuation.
• Amazon vs LoudlyLoudly Music API and Amazon Polly both serve buyers who need to create synthetic voice and audio; Loudly's scale not recorded.
• Amazon vs Lamb LabsLamb Labs MPU and AWS Inferentia both list accelerator silicon; Lamb Labs's scale not recorded.
• Amazon vs DelineaDelinea Expert and Amazon Business Assistant both serve buyers who need to use an everyday AI assistant; Delinea's scale not recorded.
• Amazon vs PacificPacific Pod and AWS Inferentia both list AI compute hardware; both also serve buyers who need to buy data-centre AI compute; Pacific's scale not recorded.
• Amazon vs Tempus AIOverlaps on agent orchestration and data analysis; larger scale (public).
• Amazon vs ConsensusConsensus and Amazon Quick Research both serve buyers who need to research a topic and get a cited report; Consensus's scale not recorded.
• Amazon vs RiverRiver and Alexa+ both serve buyers who need to use an everyday AI assistant; River's scale not recorded.
• Amazon vs MedicusMeDIAuto and AWS HealthScribe both serve buyers who need to document a clinical encounter; Medicus's scale not recorded.
• Amazon vs SOUNDRAWSOUNDRAW AI Music API and Amazon Polly both serve buyers who need to create synthetic voice and audio; SOUNDRAW's scale not recorded.
• Amazon vs PetrichorPetrichor and Amazon SageMaker Feature Store both list model training; both also serve buyers who need to train or fine-tune a model; Petrichor's scale not recorded.
• Amazon vs LunitLunit INSIGHT CXR and AWS HealthScribe both serve buyers who need to document a clinical encounter; Lunit's scale not recorded.
• Amazon vs DustOverlaps on agent orchestration, data analysis, knowledge retrieval and 1 more; Dust's scale not recorded.
• Amazon vs ClaimGlideOverlaps on workflow automation; ClaimGlide's scale not recorded.
• Amazon vs BaichuanBaichuan Open Platform and Amazon Bedrock both serve buyers who need to build on a hosted model API; larger scale (public).
• Amazon vs TrebloTreblo API and Amazon Polly both serve buyers who need to create synthetic voice and audio; Treblo's scale not recorded.
• Amazon vs Expected ParrotExpected Parrot and Amazon SageMaker Ground Truth both list data labelling; Expected Parrot's scale not recorded.
• Amazon vs Indora LabsArbiter and Amazon Bedrock Guardrails both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Indora Labs's scale not recorded.
• Amazon vs ActiveCampaignActive Intelligence and Amazon Ads Agent both serve buyers who need to make marketing campaigns, ads and posts; ActiveCampaign's scale not recorded.
• Amazon vs PalisadePalisade and AWS Continuum both list threat detection and response; Palisade's scale not recorded.
• Amazon vs HubHub and Amazon SageMaker Ground Truth both list data labelling; both also serve buyers who need to train or fine-tune a model; Hub's scale not recorded.
• Amazon vs MagmaMagma and Amazon SageMaker Ground Truth both list data labelling; both also serve buyers who need to train or fine-tune a model; Magma's scale not recorded.
• Amazon vs PetrarchPetrarch Industrial Datasets and Amazon SageMaker Ground Truth both list data labelling; both also serve buyers who need to train or fine-tune a model; Petrarch's scale not recorded.
• Amazon vs SciloopSciloop datasets and Amazon SageMaker Ground Truth both list data labelling; both also serve buyers who need to train or fine-tune a model; Sciloop's scale not recorded.
• Amazon vs ShofoShofo datasets and Amazon SageMaker Ground Truth both list data labelling; both also serve buyers who need to train or fine-tune a model; Shofo's scale not recorded.
• Amazon vs GradonOverlaps on workflow automation; Gradon's scale not recorded.
• Amazon vs SamaSama Annotate and Amazon SageMaker Ground Truth both list data labelling; Sama's scale not recorded.
• Amazon vs GophrOverlaps on workflow automation; Gophr's scale not recorded.
• Amazon vs D-IDAgentic Videos and Alexa+ both list voice agent; D-ID's scale not recorded.
• Amazon vs VeniceVenice and Alexa+ both serve buyers who need to use an everyday AI assistant; larger scale (public).
• Amazon vs Crescendo
• Amazon vs TsentaTsenta and Amazon Connect Talent both list HR and recruiting; Tsenta's scale not recorded.
• Amazon vs LapisLapis and Amazon Ads Agent both serve buyers who need to make marketing campaigns, ads and posts; Lapis's scale not recorded.
• Amazon vs HuntressHuntress Platform (Athena Engine) and AWS Continuum both list threat detection and response; Huntress's scale not recorded.
• Amazon vs KioxiaKIOXIA AiSAQ and Amazon Kendra both list vector search; larger scale (public).
• Amazon vs FinoutOverlaps on data analysis and workflow automation; Finout's scale not recorded.
• Amazon vs Millis AIMillis AI and Alexa+ both list voice agent; Millis AI's scale not recorded.
• Amazon vs TrueFoundryOverlaps on agent orchestration, evaluation and observability, guardrails and safety and 2 more; TrueFoundry's scale not recorded.
• Amazon vs VexoVexo Band and Amazon Transcribe both list speech to text; Vexo's scale not recorded.
• Amazon vs Keyframe LabsKeyframe Avatars and Amazon Lex both list voice agent; Keyframe Labs's scale not recorded.
• Amazon vs SunoSuno Custom Models and Amazon SageMaker Canvas both list model training; larger scale (public).
• Amazon vs FovionicsFovionics AI Companion Glasses and Alexa+ both list voice agent; Fovionics's scale not recorded.
• Amazon vs RobinhoodOverlaps on agent orchestration; larger scale (public).
• Amazon vs MobileyeEyeQ System-on-Chip and AWS Trainium both list accelerator silicon; Mobileye's scale not recorded.
• Amazon vs CyeraOverlaps on data analysis, guardrails and safety, threat detection and response and 1 more; larger scale (public).
• Amazon vs AIVAAIVA and Amazon Polly both serve buyers who need to create synthetic voice and audio; AIVA's scale not recorded.
• Amazon vs Beatoven.aiBeatoven.ai and Amazon Polly both serve buyers who need to create synthetic voice and audio; Beatoven.ai's scale not recorded.
• Amazon vs Boris FXAudioDenoise and Amazon Polly both serve buyers who need to create synthetic voice and audio; Boris FX's scale not recorded.
• Amazon vs iZotopeNectar and Amazon Polly both serve buyers who need to create synthetic voice and audio; iZotope is acquired, with no independent scale.
• Amazon vs SoundfulSoundful and Amazon Polly both serve buyers who need to create synthetic voice and audio; Soundful's scale not recorded.
• Amazon vs Anduril IndustriesOverlaps on agent orchestration and video analytics; larger scale (public).
• Amazon vs Arthur AI
• Amazon vs Cognigy
• Amazon vs Higgsfield
• Amazon vs Mastra
• Amazon vs Stability AI
• Amazon vs Airtable
• Amazon vs AVEVA
• Amazon vs Avoma
• Amazon vs Canva
• Amazon vs Contextual AI
• Amazon vs Conversica
• Amazon vs CrewAI
• Amazon vs Elicit
• Amazon vs Entrata
• Amazon vs Galvano
• Amazon vs Granola
• Amazon vs H Company
• Amazon vs Helsing
• Amazon vs Hexagon
• Amazon vs Inception42
• Amazon vs Inkeep
• Amazon vs Intuit
• Amazon vs Jasper
• Amazon vs Kakao Healthcare
• Amazon vs LangChain
• Amazon vs Langdock
• Amazon vs Launchpad
• Amazon vs LightOn
• Amazon vs Linagora
• Amazon vs Listen Labs
• Amazon vs Mavvrik
• Amazon vs Mem0
• Amazon vs Mind Foundry
• Amazon vs MiniMax
• Amazon vs Mintlify
• Amazon vs NeuralGarage
• Amazon vs NeuralTrust
• Amazon vs OpenClaw Foundation
• Amazon vs OpenText
• Amazon vs Owkin
• Amazon vs Physical Intelligence
• Amazon vs Pinecone
• Amazon vs Pipedrive
• Amazon vs Profound
• Amazon vs Redis
• Amazon vs Reworkd
• Amazon vs Rillet
• Amazon vs RingCentral
• Amazon vs Runway
• Amazon vs Semrush
• Amazon vs Siemens Healthineers
• Amazon vs Slack
• Amazon vs Smartsheet
• Amazon vs Sona8
• Amazon vs Superhuman
• Amazon vs Systellar Space
• Amazon vs Theanna
• Amazon vs Tova Earth
• Amazon vs Vapi
• Amazon vs Volcano Engine
• Amazon vs Waiv
• Amazon vs ZoomInfo