IBM: compare with another company

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

• IBM vs SAPIBM's 10-K names SAP a principal competitor in its hybrid cloud and AI software segment.
• IBM vs Amazon
• IBM vs MicrosoftIBM watsonx.ai is named as the trailing player in the same Cloud AI Developer Services Magic Quadrant as Microsoft's Foundry platform.
• IBM vs OracleIBM's 10-K names Oracle a principal competitor in its hybrid cloud and AI software segment.
• IBM vs SalesforceIBM's press release announces an expanded partnership with Salesforce, including IBM watsonx and Granite models on the Einstein 1 Platform.
• IBM vs Atlassian
• IBM vs Alphabet (Google)IBM FY2024 10-K, Software segment (includes watsonx/Watson Assistant).
• IBM vs Pegasystems
• IBM vs Hebbia
• IBM vs Launchpad
• IBM vs BroadcomIBM's 10-K names Broadcom a principal competitor in its hybrid cloud and AI software segment.
• IBM vs JetBrainsIBM Bob 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.
• IBM vs ServiceNowIBM Automation Document Processing and ServiceNow Document Intelligence both list document extraction; both also serve buyers who need to extract facts from text; same layer and the same scale band (large-cap).
• IBM vs SiemensIBM Maximo Inventory Optimization and Drivetrain Analyzer Cloud both list industrial automation; same layer and the same scale band (large-cap).
• IBM vs Palo Alto NetworksPalo Alto Networks' own press release announces a collaboration with IBM and Red Hat that pairs its virtual patching with IBM and Red Hat's Project Lightwell.
• IBM vs 4Paradigm4Paradigm Smart Archive and IBM Automation Document Processing both list document extraction; both also serve buyers who need to extract facts from text; larger scale (public).
• IBM vs ElevenLabsElevenLabs' own announcement says it is partnering with IBM to put its text-to-speech and speech-to-text into IBM watsonx Orchestrate.
• IBM vs CursorCursor and IBM Bob do comparable work on agentic coding, code generation and code review; both also serve buyers who need to code with an AI assistant; Cursor is acquired, with no independent scale.
• IBM vs RimeIBM Watson Text to Speech 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.
• IBM vs Bland AIBland Speech and IBM Watson Text to Speech both list text to speech; both also serve buyers who need to create synthetic voice and audio; Bland AI's scale not recorded.
• IBM vs Abnormal SecurityAI Cloud Security and IBM QRadar MDR both list threat detection and response; larger scale (public).
• IBM vs Cohere HealthCohere Validate and IBM Automation Document Processing both list document extraction; both also serve buyers who need to extract facts from text; Cohere Health's scale not recorded.
• IBM vs ZscalerIBM QRadar MDR and AI Endpoint Security both list threat detection and response; smaller scale (public).
• IBM vs All Hands AIOpenHands and IBM Bob 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.
• IBM vs PalisadeIBM Guardium AI Security and Palisade do comparable work on data security and threat detection and response; Palisade's scale not recorded.
• IBM vs AccentureOverlaps on agent orchestration, agentic coding, code generation and 4 more; same layer and the same scale band (large-cap).
• IBM vs Augment CodeContext Engine and IBM watsonx Code Assistant for Z both list code search; both also serve buyers who need to code with an AI assistant; larger scale (public).
• IBM vs CognitionDevin Desktop and IBM watsonx Code Assistant for Z do comparable work on agentic coding and code generation; both also serve buyers who need to code with an AI assistant; larger scale (public).
• IBM vs WellSaid LabsIBM Watson Text to Speech and WellSaid API both list text to speech; both also serve buyers who need to create synthetic voice and audio; WellSaid Labs's scale not recorded.
• IBM vs CrowdStrikeFalcon Insight XDR and IBM QRadar MDR both list threat detection and response; same layer and the same scale band (large-cap).
• IBM vs YandexIBM Bob and SourceCraft Code Assistant do comparable work on agentic coding, code generation and code review; both also serve buyers who need to code with an AI assistant; smaller scale (public).
• IBM vs HarnessAPI Advanced Protection and IBM QRadar MDR both list threat detection and response; Harness's scale not recorded.
• IBM vs Inworld AIIBM Watson Text to Speech 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.
• IBM vs FreshworksFreddy AI Copilot for Developers and IBM Bob 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).
• IBM vs Vectra AICloud Detection and Response for AWS and IBM Guardium AI Security do comparable work on data security and threat detection and response; larger scale (public).
• IBM vs JFrogIBM watsonx Code Assistant for Z and JFrog Boost both list code search; both also serve buyers who need to code with an AI assistant; JFrog's scale not recorded.
• IBM vs GitLabGitLab Duo Code Review and IBM Bob both list code review; both also serve buyers who need to code with an AI assistant; larger scale (public).
• IBM vs SpeechifyIBM Watson Text to Speech and SpeechifyAI both list text to speech; both also serve buyers who need to create synthetic voice and audio; Speechify's scale not recorded.
• IBM vs WorkdayIBM watsonx Code Assistant for Z 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).
• IBM vs BoxBox Extract and IBM Automation Document Processing both list document extraction; both also serve buyers who need to extract facts from text; larger scale (public).
• IBM vs GraphideGraphide and IBM watsonx Code Assistant for Z do comparable work on agentic coding and code search; both also serve buyers who need to code with an AI assistant; Graphide's scale not recorded.
• IBM vs Check Point Software TechnologiesCheck Point Email Security and IBM QRadar MDR both list threat detection and response; Check Point Software Technologies's scale not recorded.
• IBM vs IntuitIBM Automation Document Processing and Project Management Agent both list document extraction; both also serve buyers who need to extract facts from text; smaller scale (public).
• IBM vs DataikuOverlaps on agent orchestration, data analysis, data security and 7 more; larger scale (public).
• IBM vs Amp Frontier CorporationAmp and IBM Bob do comparable work on agentic coding, code generation and code review; both also serve buyers who need to code with an AI assistant; Amp Frontier Corporation's scale not recorded.
• IBM vs CyeraOverlaps on data analysis, data security, guardrails and safety and 2 more; larger scale (public).
• IBM vs ClineClinePass and IBM watsonx Code Assistant for Z 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.
• IBM vs ZivashIBM watsonx Code Assistant for Z 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.
• IBM vs iFlytekOverlaps on agent orchestration, knowledge retrieval, model inference and 5 more; iFlytek's scale not recorded.
• IBM vs BridgeMindBridgeVoice and IBM Watson Speech to Text both list speech to text; both also serve buyers who need to turn speech into text; BridgeMind's scale not recorded.
• IBM vs NiCEOverlaps on agent orchestration, customer support, data analysis and 7 more; smaller scale (public).
• IBM vs SentinelOneIBM Guardium AI Security and Singularity Cloud Security do comparable work on data security and threat detection and response; smaller scale (public).
• IBM vs RogoWatchtower and IBM DataPower Interact Gateway both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Rogo's scale not recorded.
• IBM vs Hippocratic AIAI Call Supervisor and IBM DataPower Interact Gateway both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; larger scale (public).
• IBM vs Arctic WolfAurora Endpoint Security and IBM QRadar MDR both list threat detection and response; Arctic Wolf's scale not recorded.
• IBM vs ExpelExpel Workbench and IBM QRadar MDR both list threat detection and response; Expel's scale not recorded.
• IBM vs GreptileTREX and IBM Bob 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.
• IBM vs Red CanaryIBM QRadar MDR and Zscaler Managed Detection and Response both list threat detection and response; Red Canary is acquired, with no independent scale.
• IBM vs Zed IndustriesZed and IBM watsonx Code Assistant for Z 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.
• IBM vs CodeRabbitCodeRabbit and IBM Bob do comparable work on code generation and code review; both also serve buyers who need to code with an AI assistant; larger scale (public).
• IBM vs FactoryAutoWiki and IBM watsonx Code Assistant for Z both list code search; both also serve buyers who need to code with an AI assistant; larger scale (public).
• IBM vs TorqTorq Case Management and IBM QRadar MDR both list threat detection and response; larger scale (public).
• IBM vs DocusignDocusign Identify and IBM Guardium AI Security both list data security; larger scale (public).
• IBM vs ZoomIBM Watson Speech to Text and Zoom Scribe API both list speech to text; both also serve buyers who need to turn speech into text; smaller scale (public).
• IBM vs DarktraceDarktrace / Attack Surface Management and IBM QRadar MDR both list threat detection and response; larger scale (public).
• IBM vs WizIBM Guardium AI Security and Wiz AI-SPM do comparable work on data security and threat detection and response; Wiz is acquired, with no independent scale.
• IBM vs PalantirIBM Automation Document Processing and AIP Document Intelligence both list document extraction; both also serve buyers who need to extract facts from text; same layer and the same scale band (large-cap).
• IBM vs HiddenLayerAgent Harness Security and IBM Guardium AI Security do comparable work on data security and threat detection and response; HiddenLayer's scale not recorded.
• IBM vs EvenUpCase & Negotiation Prep and IBM Automation Document Processing both list document extraction; both also serve buyers who need to extract facts from text; larger scale (public).
• IBM vs ByteDanceTraeCode and IBM watsonx Code Assistant for Z 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.
• IBM vs Glean (Glean Technologies)Overlaps on agent orchestration, data security, guardrails and safety and 4 more; larger scale (public).
• IBM vs Mind FoundryNightingale and IBM QRadar MDR both list threat detection and response; Mind Foundry's scale not recorded.
• IBM vs TwilioOverlaps on agent orchestration, customer support, data analysis and 6 more; smaller scale (public).
• IBM vs VercelIBM QRadar MDR and Vercel BotID both list threat detection and response; smaller scale (private).
• IBM vs Browse AIBrowse AI and IBM Automation Document Processing both list document extraction; both also serve buyers who need to extract facts from text; Browse AI's scale not recorded.
• IBM vs RoomoteIBM Bob 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; ships AI agent rather than the same layer.
• IBM vs AdobeAdobe Acrobat Studio and IBM Watson Discovery both list document extraction; same layer and the same scale band (large-cap).
• IBM vs CognigyCognigy AI Ops Center and IBM DataPower Interact Gateway both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Cognigy is acquired, with no independent scale.
• IBM vs ShopifyIBM Bob and Shopify AI Toolkit do comparable work on agentic coding and code review; both also serve buyers who need to code with an AI assistant; same layer and the same scale band (large-cap).
• IBM vs CrestaOverlaps on agent orchestration, customer support, data analysis and 6 more; larger scale (public).
• IBM vs DoppelDoppel Email Security and IBM QRadar MDR both list threat detection and response; larger scale (public).
• IBM vs SplunkIBM Guardium AI Security and Splunk Enterprise Security do comparable work on data security and threat detection and response; Splunk is acquired, with no independent scale.
• IBM vs RespeecherRespeecher Space and IBM Watson Text to Speech both list text to speech; both also serve buyers who need to create synthetic voice and audio; Respeecher's scale not recorded.
• IBM vs GenesysOverlaps on agent orchestration, customer support, data analysis and 5 more; Genesys's scale not comparable: only a revenue estimate, no market cap or valuation.
• IBM vs CerenceCerence Text-to-Speech and IBM Watson Text to Speech both list text to speech; both also serve buyers who need to create synthetic voice and audio; larger scale (public).
• IBM vs HuntressHuntress Platform (Athena Engine) and IBM QRadar MDR both list threat detection and response; Huntress's scale not recorded.
• IBM vs SynthflowSynthflow Voice AI Agents and IBM Watson Assistant do comparable work on customer support and voice agent; Synthflow's scale not recorded.
• IBM vs Base44Base Code and IBM watsonx Code Assistant for Z 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.
• IBM vs AshrAshr and IBM watsonx.ai both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded.
• IBM vs UiPathIBM Automation Document Processing and UiPath Communications Mining both list document extraction; both also serve buyers who need to extract facts from text; smaller scale (public).
• IBM vs QodoQodo and IBM Bob do comparable work on code generation and code review; both also serve buyers who need to code with an AI assistant; Qodo's scale not recorded.
• IBM vs ByteAskByteAsk and IBM watsonx Code Assistant for Z 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; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs SASIBM Automation Document Processing and SAS Text Miner both list document extraction; both also serve buyers who need to extract facts from text; SAS's scale not comparable: only a revenue estimate, no market cap or valuation.
• IBM vs MetaGPTOverlaps on agent orchestration, code generation, data analysis and 2 more; MetaGPT's scale not recorded; ships AI agent rather than the same layer.
• IBM vs Verint SystemsOverlaps on agent orchestration, customer support, data analysis and 4 more; Verint Systems is acquired, with no independent scale.
• IBM vs SierraOverlaps on agent orchestration, customer support, data analysis and 4 more; smaller scale (private).
• IBM vs VectaraVectara Guardian Agents and IBM DataPower Interact Gateway both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Vectara's scale not recorded.
• IBM vs Kore.aiAI for Service and IBM Watson Assistant do comparable work on customer support and voice agent; Kore.ai's scale not recorded.
• IBM vs Kilo CodeKilo Code Reviewer and IBM Bob both list code review; both also serve buyers who need to code with an AI assistant; Kilo Code is acquired, with no independent scale.
• IBM vs Invisible TechnologiesOverlaps on agent orchestration, data analysis, data labelling and 3 more; smaller scale (private).
• IBM vs NVIDIAIBM's press release announces an expanded collaboration with NVIDIA on enterprise AI data, infrastructure and consulting.
• IBM vs GitarGitar and IBM Bob 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; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs Quotient LabsIBM watsonx Code Assistant for Z 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.
• IBM vs Mintplex LabsIBM Watson Discovery and AnythingLLM Cloud both list document extraction; Mintplex Labs's scale not recorded.
• IBM vs Blackbox AIBlackbox Agents API and IBM watsonx Code Assistant for Z 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.
• IBM vs Yellow.aiOverlaps on agent orchestration, customer support, data analysis and 4 more; Yellow.ai's scale not recorded.
• IBM vs DecagonOverlaps on agent orchestration, customer support, data analysis and 4 more; larger scale (public).
• IBM vs DatadogOverlaps on agent orchestration, agentic coding, code generation and 6 more; larger scale (public).
• IBM vs Xiao-iIBM Watson Assistant 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.
• IBM vs TencentIBM Bob and CodeBuddy 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).
• IBM vs IroncladOverlaps on agent orchestration, data analysis, document extraction and 2 more; Ironclad's scale not recorded.
• IBM vs ParloaIBM DataPower Interact Gateway and Parloa Lens both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; smaller scale (private).
• IBM vs Murf AIMurf TTS Reader and IBM Watson Text to Speech both list text to speech; both also serve buyers who need to create synthetic voice and audio; Murf AI's scale not recorded.
• IBM vs EliseAILease Audits and IBM Watson Discovery both list document extraction; larger scale (public).
• IBM vs CartesiaSonic / Ink and IBM Watson Text to Speech both list text to speech; both also serve buyers who need to create synthetic voice and audio; Cartesia's scale not recorded.
• IBM vs FirefliesFireflies Talk and IBM Watson Speech to Text both list speech to text; both also serve buyers who need to turn speech into text; Fireflies's scale not recorded.
• IBM vs SourcegraphIBM watsonx Code Assistant for Z and Cody do comparable work on code generation and code search; both also serve buyers who need to code with an AI assistant; smaller scale (private).
• IBM vs HarveyOverlaps on agent orchestration, document extraction, evaluation and observability and 2 more; larger scale (public).
• IBM vs PolyAIIBM Watson Assistant and PolyAI dialog agents do comparable work on customer support and voice agent; PolyAI's scale not recorded.
• IBM vs Snorkel AIOverlaps on agent orchestration, data labelling and model training; smaller scale (private).
• IBM vs AucertAucert and IBM Bob both list code review; both also serve buyers who need to code with an AI assistant; Aucert's scale not recorded.
• IBM vs GensparkSpeakly and IBM Watson Speech to Text both list speech to text; both also serve buyers who need to turn speech into text; larger scale (public).
• IBM vs Five9Overlaps on customer support, data analysis, knowledge retrieval and 2 more; larger scale (public).
• IBM vs NAVER CloudIBM Watson Text to Speech 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.
• IBM vs DatabricksDocument Intelligence and IBM Automation Document Processing both list document extraction; both also serve buyers who need to extract facts from text; similar scale (public).
• IBM vs KitaKita Capture and IBM Watson Natural Language Understanding both list document extraction; Kita's scale not recorded.
• IBM vs KrispIBM Watson Speech to Text and Krisp Voice Isolation SDK both list speech to text; Krisp's scale not recorded.
• IBM vs OpenHackIBM QRadar MDR and OpenHack Assistant both list threat detection and response; OpenHack's scale not recorded; ships AI agent rather than the same layer.
• IBM vs Automation AnywhereContext Intelligence Graph and IBM Watson Discovery both list document extraction; Automation Anywhere's scale not recorded.
• IBM vs SoundHound AIOASYS and IBM Watson Assistant do comparable work on customer support and voice agent; larger scale (public).
• IBM vs Fifth DoorFifth Door and IBM watsonx Code Assistant for Z 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.
• IBM vs StackBlitzIBM watsonx Code Assistant for Z 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.
• IBM vs Huawei CloudShort Sentence Recognition and IBM Watson Speech to Text both list speech to text; both also serve buyers who need to turn speech into text; Huawei Cloud's scale not recorded.
• IBM vs OpenTextOverlaps on agent orchestration, customer support, document extraction and 2 more; OpenText's scale not recorded.
• IBM vs Retell AIIBM Watson Assistant and Retell AI Voice Agents do comparable work on customer support and voice agent; Retell AI's scale not recorded.
• IBM vs Talkio AIIBM Watson Speech to Text and TalkaType both list speech to text; both also serve buyers who need to turn speech into text; Talkio AI's scale not recorded.
• IBM vs SonarIBM Bob and SonarQube do comparable work on agentic coding and code review; both also serve buyers who need to code with an AI assistant; smaller scale (private).
• IBM vs EntrataLease File Audit and IBM Automation Document Processing both list document extraction; both also serve buyers who need to extract facts from text; Entrata's scale not recorded.
• IBM vs ForethoughtForethought and IBM Watson Assistant both list customer support; Forethought is acquired, with no independent scale.
• IBM vs RunwayRunway Data Augmentation and IBM SPSS Modeler both list model training; both also serve buyers who need to train or fine-tune a model; larger scale (public).
• IBM vs BrixelyBrixely and IBM Watson Discovery both list document extraction; Brixely's scale not recorded.
• IBM vs OpenCodeIBM watsonx Code Assistant for Z and OpenCode do comparable work on agentic coding and code generation; both also serve buyers who need to code with an AI assistant; OpenCode's scale not recorded.
• IBM vs Akon LabsGitNexus and IBM watsonx Code Assistant for Z do comparable work on agentic coding and code search; both also serve buyers who need to code with an AI assistant; Akon Labs's scale not recorded.
• IBM vs Contextual AIContextual AI Platform and IBM Watson Discovery both list document extraction; Contextual AI's scale not recorded.
• IBM vs JsonifyIBM Automation Document Processing and Jason both list document extraction; both also serve buyers who need to extract facts from text; Jsonify's scale not recorded; ships AI agent rather than the same layer.
• IBM vs JcodeIBM watsonx Code Assistant for Z and Jcode both list agentic coding; both also serve buyers who need to code with an AI assistant; Jcode's scale not recorded.
• IBM vs TraceforceIBM DataPower Interact Gateway and Traceforce both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Traceforce's scale not recorded.
• IBM vs GUILDGUILD Forge and IBM Maximo Inventory Optimization both list industrial automation; GUILD's scale not recorded.
• IBM vs AlibabaQoder CN and IBM watsonx Code Assistant for Z do comparable work on agentic coding and code generation; both also serve buyers who need to code with an AI assistant; same layer and the same scale band (large-cap).
• IBM vs HaptikHaptik and IBM Watson Assistant both list customer support; Haptik is acquired, with no independent scale.
• IBM vs PhonicIBM Watson Assistant and Phonic do comparable work on customer support and voice agent; Phonic's scale not recorded.
• IBM vs SpeechmaticsIBM Watson Text to Speech and Text to Speech both list text to speech; both also serve buyers who need to create synthetic voice and audio; Speechmatics's scale not recorded.
• IBM vs Deep InteractionsDeep Interactions and IBM watsonx Code Assistant for Z 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.
• IBM vs Nomic AIIBM Watson Natural Language Understanding and Nomic Agent API both list document extraction; Nomic AI's scale not recorded.
• IBM vs AlethicaPolicy-as-Code and IBM DataPower Interact Gateway both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Alethica's scale not recorded.
• IBM vs ZendeskOverlaps on agent orchestration, code generation, customer support and 7 more; smaller scale (private).
• IBM vs HopliteHoplite PR Auto-fix and IBM watsonx Code Assistant for Z both list agentic coding; both also serve buyers who need to code with an AI assistant; Hoplite's scale not recorded.
• IBM vs FortinetFortiAI-Protect and IBM Guardium AI Security do comparable work on data security and threat detection and response; same layer and the same scale band (large-cap).
• IBM vs WriterWRITER Knowledge Graph and IBM Watson Discovery both list document extraction; larger scale (public).
• IBM vs Fireworks AIFireworks Speech Recognition and IBM Watson Speech to Text both list speech to text; both also serve buyers who need to turn speech into text; larger scale (public).
• IBM vs Hume AIOctave TTS and IBM Watson Text to Speech both list text to speech; both also serve buyers who need to create synthetic voice and audio; Hume AI's scale not recorded.
• IBM vs Indora LabsIBM DataPower Interact Gateway and Arbiter 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.
• IBM vs SK TelecomIBM SPSS Modeler 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.
• IBM vs Insilico MedicineMMAI Gym and IBM watsonx.ai both list model training; both also serve buyers who need to train or fine-tune a model; larger scale (public).
• IBM vs CloudPeekCloudPeek Platform and IBM QRadar MDR both list threat detection and response; CloudPeek's scale not recorded.
• IBM vs PhonelyPhonely and IBM Watson Assistant do comparable work on customer support and voice agent; Phonely's scale not recorded.
• IBM vs OpenFarmingIBM Automation Document Processing and OpenFarming both list document extraction; OpenFarming's scale not recorded.
• IBM vs SkymerseIBM Automation Document Processing and Skymerse both list document extraction; Skymerse's scale not recorded.
• IBM vs FigmaFigma Make and IBM Bob both list code generation; both also serve buyers who need to code with an AI assistant; larger scale (public).
• IBM vs ReplitReplit and IBM watsonx Code Assistant for Z do comparable work on agentic coding and code generation; both also serve buyers who need to code with an AI assistant; larger scale (public).
• IBM vs TrilletIBM Watson Assistant and Trillet Voice do comparable work on customer support and voice agent; Trillet's scale not recorded.
• IBM vs SupersetIBM watsonx Code Assistant for Z and Superset both list agentic coding; both also serve buyers who need to code with an AI assistant; Superset's scale not recorded.
• IBM vs RasaOverlaps on agent orchestration, customer support and voice agent; Rasa's scale not recorded.
• IBM vs TricentisOverlaps on agent orchestration, data analysis, text generation and 1 more; Tricentis's scale not recorded.
• IBM vs FabraixNyx and IBM DataPower Interact Gateway both list guardrails and safety; Fabraix's scale not recorded.
• IBM vs AddeparAlts Data Management and IBM Automation Document Processing both list document extraction; both also serve buyers who need to extract facts from text; Addepar's scale not recorded.
• IBM vs LabelboxAlignerr and IBM Inspection Workbench do comparable work on data labelling and model training; both also serve buyers who need to train or fine-tune a model; Labelbox's scale not recorded.
• IBM vs NebuSecIBM QRadar MDR and NebuSec Code Security both list threat detection and response; NebuSec's scale not recorded.
• IBM vs tellitelli and IBM Watson Assistant do comparable work on customer support and voice agent; telli's scale not recorded.
• IBM vs Arthur AIArthur Observability and IBM DataPower Interact Gateway both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Arthur AI's scale not recorded.
• IBM vs HubSpot
• IBM vs Furhat RoboticsFurhat robot and IBM Watson Text to Speech both list text to speech; both also serve buyers who need to create synthetic voice and audio; Furhat Robotics's scale not recorded.
• IBM vs OneInboxIBM Watson Assistant and OneInbox do comparable work on customer support and voice agent; OneInbox's scale not recorded.
• IBM vs AbridgeAbridge for Revenue Cycle and IBM Watson Speech to Text both list speech to text; both also serve buyers who need to turn speech into text; larger scale (public).
• IBM vs Enkrypt AIEnkrypt AI and IBM watsonx.governance 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.
• IBM vs OperonIBM Maximo Inventory Optimization and Operon both list industrial automation; Operon's scale not recorded; ships AI agent rather than the same layer.
• IBM vs KakaoOverlaps on agent orchestration, text generation and workflow automation; larger scale (public).
• IBM vs LinzumiIBM watsonx Code Assistant for Z and Linzumi both list agentic coding; both also serve buyers who need to code with an AI assistant; Linzumi's scale not recorded.
• IBM vs Neo4jNeo4j LLM Knowledge Graph Builder and IBM Automation Document Processing both list document extraction; both also serve buyers who need to extract facts from text; larger scale (public).
• IBM vs Mistral AIIBM Automation Document Processing and Mistral OCR both list document extraction; both also serve buyers who need to extract facts from text; smaller scale (private).
• IBM vs Shire IntelligenceOverlaps on data analysis, video analytics, voice agent and 1 more; Shire Intelligence's scale not recorded.
• IBM vs CanvaMagic Insights and IBM Planning Analytics both serve buyers who need to analyse spreadsheets and financial numbers; larger scale (public).
• IBM vs CogramMeeting Minutes and IBM Watson Speech to Text both list speech to text; both also serve buyers who need to turn speech into text; Cogram's scale not recorded.
• IBM vs LaxisAI Meeting Assistant and IBM Watson Speech to Text both list speech to text; both also serve buyers who need to turn speech into text; Laxis's scale not recorded.
• IBM vs LeexiIBM Watson Speech to Text and Leexi AI Notetaker both list speech to text; both also serve buyers who need to turn speech into text; Leexi's scale not recorded.
• IBM vs OpenAIIBM QRadar MDR and Codex Security both list threat detection and response; larger scale (private).
• IBM vs GladiaGladia Speech-to-Text API and IBM Watson Speech to Text both list speech to text; both also serve buyers who need to turn speech into text; Gladia's scale not recorded.
• IBM vs SonioxIBM Watson Text to Speech 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.
• IBM vs Simple AISimple AI and IBM Watson Assistant do comparable work on customer support and voice agent; Simple AI's scale not recorded.
• IBM vs OssusIBM Automation Document Processing and Ossus AI add-ons both list document extraction; Ossus's scale not recorded.
• IBM vs VerdantIBM Automation Document Processing and Verdant both list document extraction; Verdant's scale not recorded.
• IBM vs AlexIdentity and IBM Trusteer Pinpoint Assure both list identity verification; Alex's scale not recorded.
• IBM vs Wispr FlowWispr Flow Dictation and IBM Watson Speech to Text both list speech to text; both also serve buyers who need to turn speech into text; larger scale (public).
• IBM vs BaiduBaidu OCR (General Text Recognition) and IBM Automation Document Processing both list document extraction; both also serve buyers who need to extract facts from text; larger scale (public).
• IBM vs monday.comOverlaps on agent orchestration, customer support, voice agent and 1 more; larger scale (public).
• IBM vs MosaicMosaic and IBM watsonx Code Assistant for Z both list agentic coding; both also serve buyers who need to code with an AI assistant; Mosaic's scale not recorded.
• IBM vs SnowflakeDocument AI and IBM Watson Natural Language Understanding both list document extraction; same layer and the same scale band (large-cap).
• IBM vs BildorBildor and IBM Maximo Inventory Optimization both list industrial automation; Bildor's scale not recorded.
• IBM vs DelineaIdentity Threat Protection and IBM QRadar MDR both list threat detection and response; Delinea's scale not recorded.
• IBM vs DeepLDeepL Voice for Meetings and IBM Watson Speech to Text both list speech to text; both also serve buyers who need to turn speech into text; larger scale (public).
• IBM vs C3 AIC3 AI Process Optimization and IBM Maximo Inventory Optimization both list industrial automation; C3 AI's scale not recorded.
• IBM vs ElasticAttack Discovery and IBM QRadar MDR both list threat detection and response; larger scale (public).
• IBM vs Read AIRead AI and IBM Watson Speech to Text both list speech to text; both also serve buyers who need to turn speech into text; Read AI's scale not recorded.
• IBM vs LuminanceLuminance Collaborate and IBM Watson Discovery both list document extraction; larger scale (public).
• IBM vs EncordEncord Index and IBM watsonx.data both list vector search; Encord's scale not recorded.
• IBM vs LegoraOverlaps on agent orchestration, document extraction and workflow automation; larger scale (public).
• IBM vs EmergentEmergent and IBM Bob do comparable work on agentic coding and code generation; both also serve buyers who need to code with an AI assistant; larger scale (public).
• IBM vs DropboxOverlaps on document extraction, knowledge retrieval and workflow automation; larger scale (public).
• IBM vs TuringOff-the-shelf datasets and IBM Inspection Workbench do comparable work on data labelling and model training; both also serve buyers who need to train or fine-tune a model; larger scale (public).
• IBM vs Meta PlatformsMuse Code and IBM Bob do comparable work on agentic coding, code generation and code review; both also serve buyers who need to code with an AI assistant; smaller scale (public).
• IBM vs ValioValio and IBM Automation Document Processing both list document extraction; Valio's scale not recorded.
• IBM vs RindlerMaxxwell and IBM watsonx Code Assistant for Z both list agentic coding; both also serve buyers who need to code with an AI assistant; Rindler's scale not recorded.
• IBM vs TolmoTolmo Pentesting Agent and IBM Trusteer Pinpoint Detect both list threat detection and response; Tolmo's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs ApproximaApproxima and IBM Bob both list code review; both also serve buyers who need to code with an AI assistant; Approxima's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs DatoricDatoric datasets and IBM Inspection Workbench do comparable work on data labelling and model training; both also serve buyers who need to train or fine-tune a model; Datoric's scale not recorded.
• IBM vs EnactEnact and IBM Inspection Workbench do comparable work on data labelling and model training; both also serve buyers who need to train or fine-tune a model; Enact's scale not recorded.
• IBM vs RadiusRadius and IBM watsonx Code Assistant for Z both list agentic coding; both also serve buyers who need to code with an AI assistant; Radius's scale not recorded.
• IBM vs HeyGenLiveAvatar and IBM Watson Text to Speech both list text to speech; larger scale (public).
• IBM vs MinutesLinkMinutesLink and IBM Watson Speech to Text both list speech to text; both also serve buyers who need to turn speech into text; MinutesLink's scale not recorded.
• IBM vs ScribblScribbl and IBM Watson Speech to Text both list speech to text; both also serve buyers who need to turn speech into text; Scribbl's scale not recorded.
• IBM vs StepFunStep Code and IBM watsonx Code Assistant for Z do comparable work on agentic coding and code generation; both also serve buyers who need to code with an AI assistant; larger scale (public).
• IBM vs DescriptDescript Rooms and IBM Watson Speech to Text both list speech to text; both also serve buyers who need to turn speech into text; Descript's scale not recorded.
• IBM vs Sarvam AISarvam Doc Agents and IBM Automation Document Processing both list document extraction; both also serve buyers who need to extract facts from text; larger scale (public).
• IBM vs PresightOverlaps on agent orchestration, data analysis, financial analysis and 4 more; larger scale (public).
• IBM vs HelsingCirra and IBM Inspector Portable both serve buyers who need to run AI on a device or at the edge; larger scale (public).
• IBM vs FathomFathom and IBM Watson Speech to Text both list speech to text; both also serve buyers who need to turn speech into text; Fathom is acquired, with no independent scale.
• IBM vs hardware intelligenceWave and IBM watsonx Code Assistant for Z both serve buyers who need to code with an AI assistant; hardware intelligence's scale not recorded.
• IBM vs UpstageUpstage AI Space and IBM Automation Document Processing both list document extraction; both also serve buyers who need to extract facts from text; larger scale (public).
• IBM vs Perceptron MLPerceptron ML law firm AI systems and IBM Watson Discovery both list document extraction; Perceptron ML's scale not recorded.
• IBM vs DeepgramDeepgram Flux TTS and IBM Watson Text to Speech both list text to speech; both also serve buyers who need to create synthetic voice and audio; larger scale (public).
• IBM vs AssemblyAISync Speech-to-Text API and IBM Watson Speech to Text both list speech to text; both also serve buyers who need to turn speech into text; AssemblyAI's scale not recorded.
• IBM vs FyxerAI meeting notetaker and IBM Watson Speech to Text both list speech to text; both also serve buyers who need to turn speech into text; Fyxer's scale not recorded.
• IBM vs SloopSloop context builder and IBM Watson Discovery both list document extraction; Sloop's scale not recorded.
• IBM vs CytodymeCytodyme and IBM Automation Document Processing both list document extraction; Cytodyme's scale not recorded.
• IBM vs FiniFini AI agent and IBM Watson Assistant do comparable work on customer support and voice agent; Fini's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs RevionRevion AI voice agents and IBM Watson Assistant do comparable work on customer support and voice agent; Revion's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs Maxim AIBifrost and IBM watsonx.governance both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use; Maxim AI's scale not recorded.
• IBM vs MagnificMagnific Creative Suite and IBM Watson Text to Speech both list text to speech; both also serve buyers who need to create synthetic voice and audio; Magnific's scale not recorded.
• IBM vs Comet MLComet Model Production Monitoring and IBM DataPower Interact Gateway both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Comet ML's scale not recorded.
• IBM vs Guild.aiGuild Software Factory and IBM watsonx Code Assistant for Z both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded.
• IBM vs AnthropicIBM's press release announces a strategic partnership with Anthropic to bring Claude into IBM's software products.
• IBM vs AdaPlaybooks and IBM Watson Assistant both list customer support; Ada's scale not recorded.
• IBM vs ImbueSculptor and IBM watsonx Code Assistant for Z 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.
• IBM vs Olam LabsOlam Labs Evaluations and IBM SPSS Modeler both list model training; both also serve buyers who need to train or fine-tune a model; Olam Labs's scale not recorded.
• IBM vs Resemble AIResemble Meetings and IBM QRadar MDR both list threat detection and response; Resemble AI's scale not recorded.
• IBM vs Stemma AIStemma and IBM Automation Document Processing both list document extraction; Stemma AI's scale not recorded.
• IBM vs CallSphereAI Voice & Chat Agents and IBM Watson Assistant do comparable work on customer support and voice agent; CallSphere's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs Gradient LabsLending agent and IBM Watson Assistant do comparable work on customer support and voice agent; Gradient Labs's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs LorikeetConcierge and IBM Watson Assistant do comparable work on customer support and voice agent; Lorikeet's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs Maven AGIAI Agents and IBM Watson Assistant do comparable work on customer support and voice agent; Maven AGI's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs TwigSera and IBM Watson Assistant do comparable work on customer support and voice agent; Twig's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs EchoCallAI Voice Agent and IBM Watson Assistant do comparable work on customer support and voice agent; EchoCall's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs AntigenAntigen and IBM QRadar MDR both list threat detection and response; Antigen's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs TokenlessTokenless EnvCheck and IBM watsonx.ai both list model training; both also serve buyers who need to train or fine-tune a model; Tokenless's scale not recorded.
• IBM vs DuolingoDuolingo English Test and IBM Watson Speech to Text both list speech to text; both also serve buyers who need to turn speech into text; larger scale (public).
• IBM vs MoveworksOverlaps on agent orchestration, data analysis, knowledge retrieval and 2 more; Moveworks is acquired, with no independent scale.
• IBM vs QuantexaQuantexa Decision Intelligence Platform and IBM Planning Analytics both list financial analysis; larger scale (public).
• IBM vs BrightHireBrightHire Interview Intelligence and IBM Watson Speech to Text both list speech to text; both also serve buyers who need to turn speech into text; BrightHire's scale not recorded.
• IBM vs Kobalt LabsKobalt AI and IBM Watson Discovery both list document extraction; Kobalt Labs's scale not recorded.
• IBM vs ORO AIORO and IBM watsonx.ai both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded.
• IBM vs Decimal CodeDecimal Code and IBM Watson Discovery both list document extraction; Decimal Code's scale not recorded.
• IBM vs Future AGIFuture AGI and IBM watsonx.governance both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Future AGI's scale not recorded.
• IBM vs FlikiFliki and IBM Watson Text to Speech both list text to speech; both also serve buyers who need to create synthetic voice and audio; Fliki's scale not recorded.
• IBM vs BidflowLuxTakeoff and IBM Automation Document Processing both list document extraction; Bidflow's scale not recorded.
• IBM vs fonio.aiAI Phone Assistant and IBM Watson Assistant do comparable work on customer support and voice agent; fonio.ai's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs HoneywellHoneywell Cyber Proactive Defense and IBM QRadar MDR both list threat detection and response; Honeywell's scale not recorded.
• IBM vs ProlificProtocol and IBM QRadar MDR both list threat detection and response; Prolific's scale not recorded.
• IBM vs Hedy AIHedy and IBM Watson Speech to Text both list speech to text; both also serve buyers who need to turn speech into text; Hedy AI's scale not recorded.
• IBM vs Z.ai (Zhipu AI)CodeGeeX and IBM Bob do comparable work on code generation and code review; both also serve buyers who need to code with an AI assistant; larger scale (public).
• IBM vs KuaishouCodeFlicker and IBM watsonx Code Assistant for Z do comparable work on agentic coding and code generation; both also serve buyers who need to code with an AI assistant; larger scale (public).
• IBM vs K HealthPatientGPT and IBM Watson Assistant both list customer support; K Health's scale not recorded.
• IBM vs ChatbaseChatbase and IBM Watson Assistant both list customer support; Chatbase's scale not recorded.
• IBM vs BernardBernard and IBM Watson Assistant do comparable work on customer support and voice agent; Bernard's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs RinglySeth and IBM Watson Assistant do comparable work on customer support and voice agent; Ringly's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs OpenDrawingOpenDrawing document digitization and IBM Inspector Portable both list visual inspection; OpenDrawing's scale not recorded.
• IBM vs Dapta
• IBM vs Thomson ReutersDocument Intelligence and IBM Automation Document Processing both list document extraction; both also serve buyers who need to extract facts from text; Thomson Reuters's scale not recorded.
• IBM vs TwinMindTwinMind and IBM Watson Speech to Text both list speech to text; both also serve buyers who need to turn speech into text; TwinMind's scale not recorded.
• IBM vs LogosGuardLogosGuard AI Privacy Shield and IBM Guardium AI Security both list data security; LogosGuard's scale not recorded.
• IBM vs TrueFoundryOverlaps on agent orchestration, evaluation and observability, guardrails and safety and 1 more; TrueFoundry's scale not recorded.
• IBM vs GradiumText-to-Speech and IBM Watson Text to Speech both list text to speech; both also serve buyers who need to create synthetic voice and audio; Gradium's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs HEDIHEDI and IBM Cyber Fraud both serve buyers who need to detect financial crime; HEDI's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs LM Studiollmster and IBM watsonx.ai both serve buyers who need to serve a model in production; LM Studio's scale not recorded.
• IBM vs AirtableOmni and IBM Automation Document Processing both list document extraction; Airtable is acquired, with no independent scale.
• IBM vs Reflector BioReflector phenotypic screening and IBM Inspection Workbench both list model training; Reflector Bio's scale not recorded.
• IBM vs Outcraft AI
• IBM vs TridentTrident and IBM QRadar MDR both list threat detection and response; Trident's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs Moonshot AIOverlaps on agent orchestration, agentic coding, code generation and 2 more; larger scale (public).
• IBM vs ZapierOverlaps on agent orchestration, code generation, customer support and 6 more; larger scale (public).
• IBM vs Kindred VoiceKindred Voice and IBM Watson Assistant both list voice agent; Kindred Voice's scale not recorded.
• IBM vs Dell TechnologiesOverlaps on agent orchestration, data analysis, evaluation and observability and 4 more; same layer and the same scale band (large-cap).
• IBM vs Pocket FMSherpa by Pocket FM and IBM Watson Text to Speech both list text to speech; Pocket FM's scale not recorded.
• IBM vs Hamming AIHamming and IBM DataPower Interact Gateway both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Hamming AI's scale not recorded.
• IBM vs GongAI Data Extractor and IBM Automation Document Processing both list document extraction; both also serve buyers who need to extract facts from text; Gong's scale not recorded.
• IBM vs TolokaToloka Arena and IBM Inspection Workbench do comparable work on data labelling and model training; both also serve buyers who need to train or fine-tune a model; Toloka's scale not recorded.
• IBM vs Speak_Speak_ resume scoring and IBM Automation Document Processing both list document extraction; Speak_'s scale not recorded.
• IBM vs AskHandleAskHandle and IBM Watson Assistant both list customer support; AskHandle's scale not recorded.
• IBM vs LexiLexi and IBM Watson Discovery both list document extraction; Lexi's scale not recorded.
• IBM vs Unsiloed AIUnsiloed AI and IBM Automation Document Processing both list document extraction; both also serve buyers who need to extract facts from text; Unsiloed AI's scale not recorded.
• IBM vs BITE DataBITE and IBM Automation Document Processing both list document extraction; BITE Data's scale not recorded.
• IBM vs CompyleCompyle and IBM Automation Document Processing both list document extraction; Compyle's scale not recorded.
• IBM vs CrosscheckCrosscheck and IBM Automation Document Processing both list document extraction; Crosscheck's scale not recorded.
• IBM vs HelonicHelonic and IBM Automation Document Processing both list document extraction; Helonic's scale not recorded.
• IBM vs IntelizenIntelizen and IBM Automation Document Processing both list document extraction; Intelizen's scale not recorded.
• IBM vs ScoopScoop and IBM Automation Document Processing both list document extraction; Scoop's scale not recorded.
• IBM vs LlamaIndexLlamaParse and IBM Watson Natural Language Understanding both list document extraction; LlamaIndex's scale not recorded.
• IBM vs Applied IntuitionOverlaps on agent orchestration, evaluation and observability, model training and 1 more; larger scale (public).
• IBM vs KlaviyoKlaviyo Customer Agent and IBM Watson Assistant both list customer support; larger scale (public).
• IBM vs OmniDimensionOmniDimension and IBM Watson Assistant both list voice agent; OmniDimension's scale not recorded.
• IBM vs OktaIdentity Threat Protection and IBM QRadar MDR both list threat detection and response; Okta's scale not recorded.
• IBM vs Klira AIKlira SDK and IBM DataPower Interact Gateway both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Klira AI's scale not recorded.
• IBM vs LatentLatent and IBM DataPower Interact Gateway both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Latent's scale not recorded.
• IBM vs StacktraceStacktrace Fleet and IBM DataPower Interact Gateway both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Stacktrace's scale not recorded.
• IBM vs MeetGeekMeeting Agent and IBM Watson Speech to Text both list speech to text; both also serve buyers who need to turn speech into text; MeetGeek's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs UniphoreOverlaps on agent orchestration, customer support, data analysis and 6 more; larger scale (public).
• IBM vs tl;dvAI Agents for Meetings and IBM Watson Speech to Text both list speech to text; both also serve buyers who need to turn speech into text; tl;dv's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs Velum LabsRouteKit and IBM watsonx Code Assistant for Z both serve buyers who need to code with an AI assistant; Velum Labs's scale not recorded.
• IBM vs ZoomInfoOverlaps on agent orchestration, data analysis, knowledge retrieval and 2 more; larger scale (public).
• IBM vs CoreWeaveCoreWeave SUNK and IBM SPSS Modeler both list model training; both also serve buyers who need to train or fine-tune a model; larger scale (public).
• IBM vs Weights & BiasesW&B Models and IBM watsonx.ai 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.
• IBM vs Inception42Overlaps on agent orchestration, data analysis, financial analysis and 3 more; Inception42's scale not recorded.
• IBM vs ClickHouseClickHouse Cloud and IBM watsonx.data both list vector search; ClickHouse's scale not recorded.
• IBM vs Poolside AIpoolside and IBM watsonx Code Assistant for Z do comparable work on agentic coding and code generation; both also serve buyers who need to code with an AI assistant; Poolside AI's scale not recorded.
• IBM vs SourcebotSourcebot and IBM watsonx Code Assistant for Z both list code search; both also serve buyers who need to code with an AI assistant; Sourcebot's scale not recorded.
• IBM vs BasetenBaseten and IBM watsonx.ai 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).
• IBM vs Veria LabsVeria and IBM Cyber Fraud both list threat detection and response; Veria Labs's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs JasperOverlaps on agent orchestration, guardrails and safety, knowledge retrieval and 2 more; Jasper's scale not recorded.
• IBM vs OvidaOvida and IBM Watson Speech to Text both list speech to text; Ovida's scale not recorded.
• IBM vs DefendLabDefendLab and IBM Trusteer Pinpoint Detect both list threat detection and response; DefendLab's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs CrusoeCrusoe Intelligence Foundry and IBM watsonx.ai 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).
• IBM vs TensrTensr factory and IBM Maximo Inventory Optimization both list industrial automation; Tensr's scale not recorded.
• IBM vs TorusTorus and IBM Maximo Inventory Optimization both list industrial automation; Torus's scale not recorded.
• IBM vs OpenVectorOpenVector and IBM Maximo Application Suite both list video analytics; both also serve buyers who need to automate factory, warehouse and field operations; OpenVector's scale not recorded.
• IBM vs xAIOverlaps on agent orchestration, agentic coding, code generation and 4 more; xAI is acquired, with no independent scale.
• IBM vs AppenAI Data Platform and IBM Inspection Workbench do comparable work on data labelling and model training; both also serve buyers who need to train or fine-tune a model; Appen's scale not recorded.
• IBM vs HandshakeHandshake AI and IBM Inspection Workbench both list data labelling; both also serve buyers who need to train or fine-tune a model; Handshake's scale not recorded.
• IBM vs HumanSignalPrompts and IBM Inspection Workbench both list data labelling; both also serve buyers who need to train or fine-tune a model; HumanSignal's scale not recorded.
• IBM vs AppleFoundation Models framework and IBM watsonx.ai both serve buyers who need to serve a model in production; smaller scale (public).
• IBM vs KimptonKimpton Koliseum and IBM watsonx.ai both list model training; both also serve buyers who need to train or fine-tune a model; Kimpton's scale not recorded.
• IBM vs Crawl4AICrawl4AI and IBM Automation Document Processing both list document extraction; both also serve buyers who need to extract facts from text; Crawl4AI's scale not recorded.
• IBM vs ScrapeGraphAIScrapeGraphAI and IBM Automation Document Processing both list document extraction; both also serve buyers who need to extract facts from text; ScrapeGraphAI's scale not recorded.
• IBM vs MavvrikMavvrik Agent and IBM Planning Analytics both list financial analysis; Mavvrik's scale not recorded.
• IBM vs Kakao EnterpriseKubeflow and IBM watsonx.ai both list 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.
• IBM vs Applied MaterialsSmartFactory AI Predictive Metrology and IBM SPSS Modeler both list model training; both also serve buyers who need to train or fine-tune a model; same layer and the same scale band (large-cap).
• IBM vs Prodigy ResearchProdigy trading system and IBM Planning Analytics both list financial analysis; Prodigy Research's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs Fiddler AIOverlaps on agent orchestration, evaluation and observability and guardrails and safety; Fiddler AI's scale not recorded.
• IBM vs Agentic FabriqOverlaps on agent orchestration, data analysis and guardrails and safety; Agentic Fabriq's scale not recorded.
• IBM vs NeuphonicNeuTTS-2M and IBM Watson Text to Speech both list text to speech; both also serve buyers who need to create synthetic voice and audio; Neuphonic's scale not recorded.
• IBM vs Agility RoboticsDigit and IBM Maximo Inventory Optimization both list industrial automation; larger scale (public).
• IBM vs NuPlay AIOverlaps on agent orchestration and workflow automation; NuPlay AI's scale not recorded.
• IBM vs Plexis AIOverlaps on agent orchestration and workflow automation; Plexis AI's scale not recorded.
• IBM vs SymboticSymBot and IBM Maximo Inventory Optimization both list industrial automation; larger scale (public).
• IBM vs CVViZCVViZ AI Resume Parser and IBM Automation Document Processing both list document extraction; both also serve buyers who need to extract facts from text; CVViZ's scale not recorded.
• IBM vs StableBrowseStableBrowse Physical AI Data and IBM Inspection Workbench do comparable work on data labelling and model training; both also serve buyers who need to train or fine-tune a model; StableBrowse's scale not recorded.
• IBM vs ThenaThena AI agents and IBM Watson Assistant both list customer support; Thena's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs ScrapeOpsAI Scraper Builder and IBM watsonx Code Assistant for Z both list code generation; both also serve buyers who need to code with an AI assistant; ScrapeOps's scale not recorded.
• IBM vs PalisadePalisade and IBM Watson Assistant both list customer support; Palisade's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs SonnetSonnet and IBM Watson Speech to Text both list speech to text; Sonnet's scale not recorded.
• IBM vs UnthreadAgentic AI and IBM Watson Assistant both list customer support; Unthread's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs MercorMercor Data and IBM Inspection Workbench both list data labelling; both also serve buyers who need to train or fine-tune a model; larger scale (public).
• IBM vs DecaworkDecawork and IBM DataPower Interact Gateway both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Decawork's scale not recorded.
• IBM vs OpenRouterOri and IBM watsonx Code Assistant for Z both list agentic coding; both also serve buyers who need to code with an AI assistant; larger scale (public).
• IBM vs RiftenRiften and IBM watsonx.ai both list model training; both also serve buyers who need to train or fine-tune a model; Riften's scale not recorded.
• IBM vs Boxes.devBoxes.dev and IBM watsonx Code Assistant for Z both list agentic coding; both also serve buyers who need to code with an AI assistant; Boxes.dev's scale not recorded.
• IBM vs DreamDream and IBM Inspector Portable both list visual inspection; Dream's scale not recorded.
• IBM vs BelvedirBelvedir and IBM watsonx.ai both list model training; both also serve buyers who need to train or fine-tune a model; Belvedir's scale not recorded.
• IBM vs OrchestraOrchestra and IBM watsonx.ai both list model training; both also serve buyers who need to train or fine-tune a model; Orchestra's scale not recorded.
• IBM vs NeuralTrustTrustGuard and IBM DataPower Interact Gateway both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; NeuralTrust's scale not recorded.
• IBM vs Allus AIAllusONE and IBM Maximo Inventory Optimization both list industrial automation; Allus AI's scale not recorded.
• IBM vs CaptionsCaptions and IBM Watson Speech to Text both list speech to text; larger scale (public).
• IBM vs CohereParse and IBM Watson Natural Language Understanding both list document extraction; larger scale (public).
• IBM vs eesel AIAI customer service agent and IBM Watson Assistant both list customer support; eesel AI's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs QueryPalQueryPal Concierge and IBM Watson Assistant both list customer support; QueryPal's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs Pika LabsSpeech Studio and IBM Watson Text to Speech both list text to speech; both also serve buyers who need to create synthetic voice and audio; larger scale (public).
• IBM vs KorsoKorso and IBM Watson Speech to Text both list speech to text; Korso's scale not recorded.
• IBM vs Together AITogether AI says it is working with IBM to run a dedicated enterprise inference cluster on IBM Cloud.
• IBM vs CogniteIndustrial Canvas and IBM Maximo Inventory Optimization both list industrial automation; Cognite's scale not recorded.
• IBM vs LuminaDataFinEdge LLM and IBM Planning Analytics both list financial analysis; LuminaData's scale not recorded.
• IBM vs ParahelpSupport Agent and IBM Watson Assistant both list customer support; Parahelp's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs EliteElite Health and IBM Watson Assistant both list voice agent; Elite's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs RoundedDonna and IBM Watson Assistant both list voice agent; Rounded's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs LimeChatLevel 3 AI and IBM Watson Assistant both list customer support; LimeChat's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs KapaKapa Website Agent and IBM Watson Assistant both list customer support; Kapa's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs Workers IOWorkers IO simulation platform and IBM watsonx Code Assistant for Z both list agentic coding; both also serve buyers who need to code with an AI assistant; Workers IO's scale not recorded.
• IBM vs DXOverlaps on agent orchestration, data analysis, evaluation and observability and 2 more; DX's scale not recorded.
• IBM vs ClearFeedClearFeed AI Agents and IBM Watson Assistant both list customer support; ClearFeed's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs SenseTimeSenseMart GO and IBM Maximo Application Suite both list video analytics; larger scale (public).
• IBM vs KensaiKensai product intelligence and IBM Automation Document Processing both list document extraction; Kensai's scale not recorded.
• IBM vs ReflectionMirror CLI and IBM watsonx Code Assistant for Z both list agentic coding; both also serve buyers who need to code with an AI assistant; larger scale (public).
• IBM vs Cactus ComputeCactus Platform and IBM watsonx.ai both list model training; both also serve buyers who need to train or fine-tune a model; Cactus Compute's scale not recorded.
• IBM vs AlphaSenseAlphaSense Financial Data and IBM Planning Analytics both list financial analysis; larger scale (public).
• IBM vs NorraNorra and IBM Maximo Inventory Optimization both list industrial automation; Norra's scale not recorded.
• IBM vs MarkerOverlaps on agent orchestration and workflow automation; Marker's scale not recorded.
• IBM vs TreliumOverlaps on agent orchestration and workflow automation; Trelium's scale not recorded.
• IBM vs WrikeOverlaps on agent orchestration, data analysis, knowledge retrieval and 2 more; Wrike's scale not recorded.
• IBM vs HopperHopper and IBM watsonx.ai 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; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs Surge AISurge AI data platform and IBM Inspection Workbench both list data labelling; both also serve buyers who need to train or fine-tune a model; Surge AI's scale not recorded.
• IBM vs RunPodRunpod Clusters and IBM watsonx.ai 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).
• IBM vs ClerkedClerked AI clerks and IBM Automation Document Processing both list document extraction; Clerked's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs Skywork AIMureka API Platform and IBM Watson Text to Speech both list text to speech; both also serve buyers who need to create synthetic voice and audio; Skywork AI's scale not recorded.
• IBM vs Super Micro ComputerSuperCloud Developer Console (SDX) and IBM watsonx.ai 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; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs ZmodeZMODE and IBM Watson Assistant both list customer support; Zmode's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs RasynRasyn chemical development and IBM Maximo Inventory Optimization both list industrial automation; Rasyn's scale not recorded.
• IBM vs VoreliosVorelios and IBM Maximo Inventory Optimization both list industrial automation; Vorelios's scale not recorded.
• IBM vs EleutherAIGPT-NeoX and IBM SPSS Modeler 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.
• IBM vs GrablyGrably datasets and IBM Inspection Workbench both list data labelling; both also serve buyers who need to train or fine-tune a model; Grably's scale not recorded.
• IBM vs VelvetVelvet datasets and IBM Inspection Workbench both list data labelling; both also serve buyers who need to train or fine-tune a model; Velvet's scale not recorded.
• IBM vs AI21 LabsAI21 Post-Training and IBM SPSS Modeler both list model training; both also serve buyers who need to train or fine-tune a model; larger scale (public).
• IBM vs HerodeskHerodesk AI agents and IBM Watson Assistant both list customer support; Herodesk's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs Thinking Machines LabTinker and IBM watsonx.ai 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).
• IBM vs Hugging FaceAutoTrain and IBM SPSS Modeler both list model training; both also serve buyers who need to train or fine-tune a model; larger scale (public).
• IBM vs ZEISSZEISS arivis Pro and IBM SPSS Modeler both list model training; both also serve buyers who need to train or fine-tune a model; ZEISS's scale not recorded.
• IBM vs Synthetic SciencesAscent and IBM SPSS Modeler both list model training; both also serve buyers who need to train or fine-tune a model; Synthetic Sciences's scale not recorded.
• IBM vs DockOverlaps on agent orchestration and workflow automation; Dock's scale not recorded.
• IBM vs ModalOverlaps on model inference, model training and workflow automation; larger scale (public).
• IBM vs Schneider ElectricOverlaps on data analysis, industrial automation, model inference and 1 more; same layer and the same scale band (large-cap).
• IBM vs Slideflow LabsSlideflow framework and IBM Inspection Workbench both list model training; both also serve buyers who need to train or fine-tune a model; Slideflow Labs's scale not recorded.
• IBM vs LockeOverlaps on agent orchestration and workflow automation; Locke's scale not recorded.
• IBM vs BolnaBolna AI voice agents and IBM Watson Assistant do comparable work on customer support and voice agent; Bolna's scale not recorded.
• IBM vs CorelayerOverlaps on evaluation and observability and workflow automation; Corelayer's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs NimbleAI Web Search and IBM Watson Natural Language Understanding both list document extraction; Nimble's scale not recorded.
• IBM vs OlostepAnswers API and IBM Watson Natural Language Understanding both list document extraction; Olostep's scale not recorded.
• IBM vs KadoaWeb Scraping OS and IBM Automation Document Processing both list document extraction; both also serve buyers who need to extract facts from text; Kadoa's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs MrScraperWeb Scraper API and IBM Automation Document Processing both list document extraction; both also serve buyers who need to extract facts from text; MrScraper's scale not recorded.
• IBM vs Nebius GroupManaged Service for MLflow and IBM SPSS Modeler both list model training; both also serve buyers who need to train or fine-tune a model; larger scale (public).
• IBM vs IdeogramCustom Image Models and IBM SPSS Modeler both list model training; both also serve buyers who need to train or fine-tune a model; Ideogram's scale not recorded.
• IBM vs HiveHive Speech-to-Text API and IBM Watson Speech to Text both list speech to text; both also serve buyers who need to turn speech into text; larger scale (public).
• IBM vs GumloopOverlaps on agent orchestration and workflow automation; Gumloop's scale not recorded.
• IBM vs Anduril IndustriesOverlaps on agent orchestration and video analytics; larger scale (public).
• IBM vs DiligenceSquaredDiligenceSquared and IBM Planning Analytics both list financial analysis; DiligenceSquared's scale not recorded.
• IBM vs Micro1Realm and IBM Inspection Workbench both list data labelling; both also serve buyers who need to train or fine-tune a model; Micro1's scale not recorded.
• IBM vs SpekoSpeko and IBM Watson Speech to Text both list speech to text; both also serve buyers who need to turn speech into text; Speko's scale not recorded.
• IBM vs CoArenaIntrospect and IBM DataPower Interact Gateway 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.
• IBM vs AgeospatialAgeospatial GeoAI and IBM Inspector Portable both list visual inspection; Ageospatial's scale not recorded.
• IBM vs FinOpslyAsk FI and IBM Planning Analytics both list financial analysis; FinOpsly's scale not recorded.
• IBM vs ForetellixForetify Evaluate and IBM SPSS Modeler both serve buyers who need to train or fine-tune a model; Foretellix's scale not recorded.
• IBM vs MonaMona Growth Assistant and IBM Planning Analytics both list financial analysis; Mona's scale not recorded.
• IBM vs HumainOverlaps on agent orchestration, data analysis, document extraction and 4 more; Humain's scale not recorded.
• IBM vs UnslothUnsloth and IBM watsonx.ai both list model training; both also serve buyers who need to serve a model in production and train or fine-tune a model; Unsloth's scale not recorded.
• IBM vs AVEVAAVEVA Advanced Analytics and IBM Maximo Inventory Optimization both list industrial automation; AVEVA is acquired, with no independent scale.
• IBM vs GetReal SecurityGetReal Protect and IBM Guardium AI Security both list threat detection and response; GetReal Security's scale not recorded.
• IBM vs Dawn IndustriesVIM and IBM Maximo Inventory Optimization both list industrial automation; Dawn Industries's scale not recorded.
• IBM vs MiroOverlaps on agent orchestration and workflow automation; larger scale (public).
• IBM vs PlutoPluto and IBM Watson Assistant both list voice agent; Pluto's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs AMDIBM's press release announces a collaboration with AMD to combine AI accelerators, quantum computers and high-performance computing.
• IBM vs Cerebras SystemsCerebras announced a partnership with IBM to bring its inference speed into the watsonx platform.
• IBM vs Kakao MobilityBRING and IBM Maximo Application Suite both serve buyers who need to automate factory, warehouse and field operations; Kakao Mobility's scale not recorded.
• IBM vs SalusSalus and IBM DataPower Interact Gateway both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Salus's scale not recorded.
• IBM vs VantageLLM Token Allocation and IBM Planning Analytics both list financial analysis; Vantage's scale not recorded.
• IBM vs HuaweiHuawei AICC and IBM Watson Assistant both list customer support; Huawei's scale not comparable: only a revenue estimate, no market cap or valuation.
• IBM vs Agnost AIAgnost AI and IBM watsonx.ai both list model training; Agnost AI's scale not recorded.
• IBM vs InferaInfera and IBM Maximo Inventory Optimization both list industrial automation; Infera's scale not recorded.
• IBM vs Smart BricksSmart Bricks platform and IBM Planning Analytics both list financial analysis; Smart Bricks's scale not recorded.
• IBM vs MayimFlowMayimFlow platform and IBM Inspector Portable both list visual inspection; MayimFlow's scale not recorded.
• IBM vs QdrantQdrant Cloud and IBM watsonx.data both list vector search; Qdrant's scale not recorded.
• IBM vs ExaSearch API and IBM Watson Natural Language Understanding both list document extraction; Exa's scale not recorded.
• IBM vs RedisOverlaps on agent orchestration, data analysis and vector search; Redis's scale not recorded.
• IBM vs CueBenchCueBench environments and IBM Inspection Workbench both list model training; both also serve buyers who need to train or fine-tune a model; CueBench's scale not recorded.
• IBM vs EdotEnvEdotEnv environments and IBM Inspection Workbench both list model training; both also serve buyers who need to train or fine-tune a model; EdotEnv's scale not recorded.
• IBM vs TropeOverlaps on agent orchestration and workflow automation; Trope's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs Aleph AlphaPhariaStudio and IBM Inspection Workbench both list model training; both also serve buyers who need to train or fine-tune a model; Aleph Alpha's scale not recorded.
• IBM vs OutreachOverlaps on agent orchestration, data analysis, text generation and 1 more; larger scale (public).
• IBM vs Vectis.aiVectis.ai and IBM Maximo Inventory Optimization both list industrial automation; Vectis.ai's scale not recorded.
• IBM vs InCruiterIncFeed and IBM Automation Document Processing both list document extraction; both also serve buyers who need to extract facts from text; InCruiter's scale not recorded.
• IBM vs DecartCogito and IBM watsonx.ai both serve buyers who need to serve a model in production; larger scale (public).
• IBM vs LiteLLMOverlaps on evaluation and observability, guardrails and safety, model inference and 1 more; LiteLLM's scale not recorded.
• IBM vs AthionAthion and IBM Maximo Inventory Optimization both list industrial automation; Athion's scale not recorded.
• IBM vs Vast.aiVast.ai GPU Cloud and IBM watsonx.ai 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; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs Anaconda
• IBM vs GoodcallOverlaps on agent orchestration and workflow automation; Goodcall's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs WattsUpWattsUp and IBM Maximo Inventory Optimization both list industrial automation; WattsUp's scale not recorded.
• IBM vs SoundverseSoundverse Enterprise API and IBM Watson Text to Speech both serve buyers who need to create synthetic voice and audio; Soundverse's scale not recorded.
• IBM vs DaqstraDaqstra and IBM Maximo Inventory Optimization both list industrial automation; Daqstra's scale not recorded.
• IBM vs Discovered MaterialsDiscovered Materials and IBM Maximo Inventory Optimization both list industrial automation; Discovered Materials's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs Liquid AIShieldFlow and IBM Automation Document Processing both serve buyers who need to extract facts from text; Liquid AI's scale not recorded.
• IBM vs PetrichorPetrichor and IBM Inspection Workbench do comparable work on data labelling and model training; both also serve buyers who need to train or fine-tune a model; Petrichor's scale not recorded.
• IBM vs Fenrock AIFenrock AI and IBM Cyber Fraud both serve buyers who need to detect financial crime; Fenrock AI's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs LoudlyLoudly Music API and IBM Watson Text to Speech both serve buyers who need to create synthetic voice and audio; Loudly's scale not recorded.
• IBM vs CropMindCropMind Grow and IBM Maximo Application Suite both list video analytics; CropMind's scale not recorded.
• IBM vs Nodus ComputeNodus and IBM watsonx.ai 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; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs Cisco
• IBM vs SpiderAI Studio and IBM Watson Natural Language Understanding both list document extraction; Spider's scale not recorded.
• IBM vs Halsted AIHalsted AI and IBM Maximo Application Suite both list video analytics; Halsted AI's scale not recorded.
• IBM vs Nera SystemsNera ChatApp and IBM Guardium AI Security both list data security; Nera Systems's scale not recorded.
• IBM vs ClayOverlaps on agent orchestration, data analysis, evaluation and observability and 1 more; larger scale (public).
• IBM vs LooppanelAI Research Assistant and IBM Automation Document Processing both serve buyers who need to extract facts from text; Looppanel's scale not recorded.
• IBM vs Intel
• IBM vs RobinhoodOverlaps on agent orchestration and financial analysis; same layer and the same scale band (large-cap).
• IBM vs LangdockOverlaps on agent orchestration, data analysis, knowledge retrieval and 2 more; Langdock's scale not recorded.
• IBM vs BoundaryBAML and IBM Automation Document Processing both list document extraction; both also serve buyers who need to extract facts from text; Boundary's scale not recorded.
• IBM vs Expected ParrotExpected Parrot and IBM Automation Document Processing both serve buyers who need to extract facts from text; Expected Parrot's scale not recorded.
• IBM vs LightOnLightOn API and IBM Watson Natural Language Understanding both list document extraction; larger scale (public).
• IBM vs Ooak DataOoak Data RL Environments and IBM SPSS Modeler both list model training; both also serve buyers who need to train or fine-tune a model; Ooak Data's scale not recorded.
• IBM vs TwolabsTwolabs Environments and Datasets and IBM SPSS Modeler both list model training; both also serve buyers who need to train or fine-tune a model; Twolabs's scale not recorded.
• IBM vs nRouternRouter LLM Gateway and IBM DataPower Interact Gateway both list guardrails and safety; nRouter's scale not recorded.
• IBM vs Kestrel AIOverlaps on agent orchestration, data analysis and workflow automation; Kestrel AI's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs Copy.aiOverlaps on agent orchestration, data analysis, knowledge retrieval and 1 more; Copy.ai is acquired, with no independent scale.
• IBM vs SidekickSidekick and IBM Maximo Inventory Optimization both list industrial automation; Sidekick's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs MastraOverlaps on agent orchestration, agentic coding, code generation and 3 more; Mastra's scale not recorded.
• IBM vs PublicGenerated Assets and IBM Planning Analytics both list financial analysis; Public's scale not recorded.
• IBM vs SOUNDRAWSOUNDRAW AI Music API and IBM Watson Text to Speech both serve buyers who need to create synthetic voice and audio; SOUNDRAW's scale not recorded.
• IBM vs Crescendo
• IBM vs RAKE MLRAKE ML building intelligence and IBM Inspector Portable both list visual inspection; RAKE ML's scale not recorded.
• IBM vs DatabuddyOverlaps on data analysis; Databuddy's scale not recorded.
• IBM vs Black Forest LabsOpen Weights Licensing and IBM SPSS Modeler both list model training; both also serve buyers who need to train or fine-tune a model; larger scale (public).
• IBM vs CluelyCluely and IBM Watson Speech to Text both list speech to text; both also serve buyers who need to turn speech into text; Cluely's scale not recorded.
• IBM vs BeneKineticElizabeth and IBM Maximo Application Suite both list video analytics; BeneKinetic's scale not recorded.
• IBM vs WaivOverlaps on data analysis and workflow automation; Waiv's scale not recorded.
• IBM vs Sentient OSSentient and IBM Inspector Portable both serve buyers who need to run AI on a device or at the edge; Sentient OS's scale not recorded.
• IBM vs LambdaLambda Cloud and IBM watsonx.ai 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; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs UmbraUmbra and IBM Planning Analytics both list financial analysis; Umbra's scale not recorded.
• IBM vs Hewlett Packard EnterpriseOverlaps on data analysis, model inference, model training and 1 more; larger scale (public).
• IBM vs SunoSuno Custom Models and IBM Inspection Workbench both list model training; larger scale (public).
• IBM vs Tempus AIOverlaps on agent orchestration and data analysis; larger scale (public).
• IBM vs ClaimGlideOverlaps on workflow automation; ClaimGlide's scale not recorded.
• IBM vs LALAL.AILALAL.AI Voice Changer and IBM Watson Text to Speech both serve buyers who need to create synthetic voice and audio; LALAL.AI's scale not recorded.
• IBM vs ManatalManatal AI Notetaker and IBM Watson Speech to Text both serve buyers who need to turn speech into text; Manatal's scale not recorded.
• IBM vs Higgsfield
• IBM vs Nous ResearchOverlaps on agent orchestration, model inference and text generation; Nous Research's scale not recorded.
• IBM vs LightricksLTX Desktop and IBM Inspector Portable both serve buyers who need to run AI on a device or at the edge; larger scale (public).
• IBM vs AIVAAIVA and IBM Watson Text to Speech both serve buyers who need to create synthetic voice and audio; AIVA's scale not recorded.
• IBM vs Beatoven.aiBeatoven.ai and IBM Watson Text to Speech both serve buyers who need to create synthetic voice and audio; Beatoven.ai's scale not recorded.
• IBM vs BoomyBoomy and IBM Watson Text to Speech both serve buyers who need to create synthetic voice and audio; Boomy's scale not recorded.
• IBM vs DreamtonicsVocoflex and IBM Watson Text to Speech both serve buyers who need to create synthetic voice and audio; Dreamtonics's scale not recorded.
• IBM vs iZotopeNectar and IBM Watson Text to Speech both serve buyers who need to create synthetic voice and audio; iZotope is acquired, with no independent scale.
• IBM vs SoundfulSoundful and IBM Watson Text to Speech both serve buyers who need to create synthetic voice and audio; Soundful's scale not recorded.
• IBM vs DonkeyOverlaps on data analysis; Donkey's scale not recorded.
• IBM vs IntelitalOverlaps on data analysis; Intelital's scale not recorded.
• IBM vs Not DiamondNot Diamond and IBM watsonx.ai both list model training; Not Diamond's scale not recorded.
• IBM vs Poth LabsOverlaps on data analysis; Poth Labs's scale not recorded.
• IBM vs SubVysionOverlaps on data analysis; SubVysion's scale not recorded.
• IBM vs Sanctuary AIPhysical AI-Enabled Automation and IBM Maximo Inventory Optimization both list industrial automation; Sanctuary AI's scale not recorded.
• IBM vs DustOverlaps on agent orchestration, data analysis, knowledge retrieval and 2 more; Dust's scale not recorded.
• IBM vs TrebloTreblo API and IBM Watson Text to Speech both serve buyers who need to create synthetic voice and audio; Treblo's scale not recorded.
• IBM vs Evergreen.aiEvergreen.ai and IBM Planning Analytics both list financial analysis; Evergreen.ai's scale not recorded.
• IBM vs LivePerson
• IBM vs Phenom
• IBM vs Orq.aiAI Gateway and IBM DataPower Interact Gateway both list guardrails and safety; Orq.ai's scale not recorded.
• IBM vs RequestyRequesty AI Gateway and IBM DataPower Interact Gateway both list guardrails and safety; Requesty's scale not recorded.
• IBM vs Ahrefs
• IBM vs LATOLATO and IBM Planning Analytics both list financial analysis; LATO's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs Axelera AIAxelera Wingman and IBM Bob 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.
• IBM vs Samsung ElectronicsBixby and IBM Watson Speech to Text both list speech to text; both also serve buyers who need to turn speech into text; smaller scale (public).
• IBM vs Scale AIScale Data Engine and IBM Inspection Workbench both list data labelling; both also serve buyers who need to train or fine-tune a model; larger scale (public).
• IBM vs GophrOverlaps on workflow automation; Gophr's scale not recorded.
• IBM vs Superhuman
• IBM vs Shiraz AIShiraz and IBM Maximo Inventory Optimization both list industrial automation; Shiraz AI's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs MossMoss Inference and IBM watsonx.ai both serve buyers who need to serve a model in production; Moss's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs NikonAI Reconstruction and IBM Maximo Inventory Optimization both list industrial automation; Nikon's scale not comparable: only a revenue estimate, no market cap or valuation.
• IBM vs GradonOverlaps on workflow automation; Gradon's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.
• IBM vs LG CorpEXAONE Data Foundry and IBM SPSS Modeler both list model training; both also serve buyers who need to train or fine-tune a model; larger scale (public).
• IBM vs MubertMubert Fuse and IBM Watson Text to Speech both list text to speech; Mubert's scale not recorded.
• IBM vs eGain
• IBM vs Relevance AI
• IBM vs Fin
• IBM vs Regal
• IBM vs Groq
• IBM vs 01.AI
• IBM vs Aide
• IBM vs Alhena AI
• IBM vs Asana
• IBM vs Assort Health
• IBM vs AutoGPT
• IBM vs Avoma
• IBM vs Braintrust
• IBM vs BuildShip
• IBM vs ClickUp
• IBM vs Conversica
• IBM vs CoSupport AI
• IBM vs Coveo
• IBM vs Deepchecks
• IBM vs DeepSeek
• IBM vs Elicit
• IBM vs Evergrove
• IBM vs Finout
• IBM vs Funnel Leasing
• IBM vs Galileo
• IBM vs Gaudio Lab
• IBM vs Graphcore
• IBM vs H Company
• IBM vs Hexagon
• IBM vs HyperWrite
• IBM vs LangChain
• IBM vs Linagora
• IBM vs Lovable
• IBM vs Maki
• IBM vs MiniMax
• IBM vs Neople
• IBM vs Notion
• IBM vs Otter.ai
• IBM vs Peak
• IBM vs PointFive
• IBM vs Pylon
• IBM vs Ribbon
• IBM vs RingCentral
• IBM vs Screened
• IBM vs Siena AI
• IBM vs SK Hynix
• IBM vs Space42
• IBM vs Speak
• IBM vs Spellbook
• IBM vs Synthesia
• IBM vs TIFIN
• IBM vs Tova Earth
• IBM vs Vapi
• IBM vs VEED
• IBM vs Volcano Engine
• IBM vs Wix
• IBM vs Writesonic
• IBM vs Yuma AI