Databricks: compare with another company

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

• Databricks vs Hugging FaceSource says 'overlaps,' not 'competes' -- weaker framing, noted verbatim.
• Databricks vs Scale AIContrary Research's Competition section names Databricks as an ML-ecosystem competitor to Scale AI.
• Databricks vs PeakPeak maintains a dedicated official landing page naming Databricks as the platform it is positioned as an alternative to for working a company's own data.
• Databricks vs Nebius GroupManaged MLflow and Managed Service for MLflow both list model training; both also serve buyers who need to train or fine-tune a model; smaller scale (public).
• Databricks vs CoreWeaveCoreWeave AI Cloud and AI Runtime do comparable work on GPU cloud and model training; both also serve buyers who need to buy data-centre AI compute and train or fine-tune a model; larger scale (private).
• Databricks vs CrusoeCrusoe Cloud and AI Runtime do comparable work on GPU cloud and model training; both also serve buyers who need to buy data-centre AI compute and train or fine-tune a model; larger scale (private).
• Databricks vs BasetenBaseten Model APIs and Databricks Model Serving both list model hosting; both also serve buyers who need to build on a hosted model API and serve a model in production; larger scale (private).
• Databricks vs Nodus ComputeAI Runtime and Nodus do comparable work on GPU cloud and model training; both also serve buyers who need to buy data-centre AI compute and train or fine-tune a model; Nodus Compute's scale not recorded.
• Databricks vs DatadogOverlaps on agent orchestration, agentic coding, data analysis and 4 more; smaller scale (public).
• Databricks vs Vast.aiAI Runtime and Vast.ai GPU Cloud do comparable work on GPU cloud and model training; both also serve buyers who need to buy data-centre AI compute and train or fine-tune a model; Vast.ai's scale not recorded.
• Databricks vs Together AIDatabricks Model Training and Together Custom Training both list model training; both also serve buyers who need to train or fine-tune a model; smaller scale (private).
• Databricks vs Huawei CloudDatabricks Model Serving and MaaS both list model hosting; both also serve buyers who need to build on a hosted model API and serve a model in production; Huawei Cloud's scale not recorded.
• Databricks vs Weights & BiasesManaged MLflow and W&B Models 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.
• Databricks vs FalAI Runtime and fal Compute do comparable work on GPU cloud and model training; both also serve buyers who need to buy data-centre AI compute and train or fine-tune a model; Fal's scale not recorded.
• Databricks vs Fireworks AIDatabricks Model Training and Fireworks Training both list model training; both also serve buyers who need to train or fine-tune a model; smaller scale (private).
• Databricks vs Comet MLComet Experiment Tracking and Databricks Model Training both list model training; both also serve buyers who need to train or fine-tune a model; Comet ML's scale not recorded.
• Databricks vs RunAnywhereDatabricks Model Serving and Wally both list model hosting; both also serve buyers who need to build on a hosted model API and serve a model in production; RunAnywhere's scale not recorded.
• Databricks vs SnowflakeDatabricks AI Search and Cortex Search both list vector search; similar scale (public).
• Databricks vs TolokaDatabricks Model Training 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.
• Databricks vs IsoquantDatabricks Model Serving and Isoquant both list model hosting; both also serve buyers who need to build on a hosted model API and serve a model in production; Isoquant's scale not recorded.
• Databricks vs UnslothDatabricks AutoML and Unsloth both list model training; both also serve buyers who need to train or fine-tune a model; Unsloth's scale not recorded.
• Databricks vs Ooak DataDatabricks Feature Store and Ooak Data RL Environments both list model training; both also serve buyers who need to train or fine-tune a model; Ooak Data's scale not recorded.
• Databricks vs TwolabsDatabricks Feature Store and Twolabs Environments and Datasets both list model training; both also serve buyers who need to train or fine-tune a model; Twolabs's scale not recorded.
• Databricks vs LlamaIndexDatabricks AI Search and LlamaIndex Index both list vector search; LlamaIndex's scale not recorded.
• Databricks vs ModalDatabricks Model Training and Modal Notebooks both list model training; both also serve buyers who need to train or fine-tune a model; smaller scale (private).
• Databricks vs CueBenchCueBench environments and Managed MLflow both list model training; both also serve buyers who need to train or fine-tune a model; CueBench's scale not recorded.
• Databricks vs EdotEnvManaged MLflow and EdotEnv environments both list model training; both also serve buyers who need to train or fine-tune a model; EdotEnv's scale not recorded.
• Databricks vs Volcano EngineDatabricks Feature Store and Machine Learning Platform (机器学习平台) both list model training; both also serve buyers who need to serve a model in production and train or fine-tune a model; Volcano Engine's scale not recorded.
• Databricks vs ElasticLakewatch and Attack Discovery both list threat detection and response; smaller scale (public).
• Databricks vs AmazonDatabricks' own October 2024 press release announces a strategic collaboration agreement with Amazon Web Services.
• Databricks vs OracleDatabricks Model Training and MySQL HeatWave AutoML both list model training; both also serve buyers who need to train or fine-tune a model; larger scale (public).
• Databricks vs Automation AnywhereEnterpriseClaw and Unity Gateway both list guardrails and safety; Automation Anywhere's scale not recorded.
• Databricks vs SplunkLakewatch and Splunk AI Assistant in Security both list threat detection and response; Splunk is acquired, with no independent scale.
• Databricks vs LambdaDatabricks Model Serving and Lambda Inference both list model hosting; both also serve buyers who need to build on a hosted model API and serve a model in production; Lambda's scale not recorded.
• Databricks vs LiteLLMAI Gateway (LiteLLM Proxy) and Unity Gateway both list guardrails and safety; both also serve buyers who need to build on a hosted model API and track and cut what we spend on AI models; LiteLLM's scale not recorded.
• Databricks vs BaiduBaidu Baige AI Computing Platform and AI Runtime do comparable work on GPU cloud and model training; both also serve buyers who need to buy data-centre AI compute and train or fine-tune a model; larger scale (private).
• Databricks vs Unsiloed AIDocument Intelligence and Unsiloed AI both list document extraction; both also serve buyers who need to extract facts from text; Unsiloed AI's scale not recorded; ships API service rather than the same layer.
• Databricks vs BelvedirBelvedir and Managed MLflow both list model training; both also serve buyers who need to train or fine-tune a model; Belvedir's scale not recorded.
• Databricks vs OrchestraManaged MLflow and Orchestra both list model training; both also serve buyers who need to train or fine-tune a model; Orchestra's scale not recorded.
• Databricks vs QdrantDatabricks AI Search and Qdrant both list vector search; Qdrant's scale not recorded.
• Databricks vs RiftenManaged MLflow and Riften both list model training; both also serve buyers who need to train or fine-tune a model; Riften's scale not recorded.
• Databricks vs NAVER CloudAI Runtime and ML expert Platform do comparable work on GPU cloud and model training; both also serve buyers who need to buy data-centre AI compute and train or fine-tune a model; NAVER Cloud's scale not recorded.
• Databricks vs Guild.aiAgent Bricks and Guild agent control plane both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Guild.ai's scale not recorded.
• Databricks vs Kakao EnterpriseDatabricks Feature Store and Kubeflow 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.
• Databricks vs Cactus ComputeCactus Platform and Databricks Model Training both list model training; both also serve buyers who need to train or fine-tune a model; Cactus Compute's scale not recorded.
• Databricks vs Alphabet (Google)Databricks' own June 2025 press release announces an expanded partnership with Google Cloud to offer Gemini models natively in Databricks.
• Databricks vs OneTriangleDatabricks Model Serving and OneTriangle Inference both list model hosting; both also serve buyers who need to serve a model in production; OneTriangle's scale not recorded.
• Databricks vs KimptonManaged MLflow and Kimpton Koliseum both list model training; both also serve buyers who need to train or fine-tune a model; Kimpton's scale not recorded.
• Databricks vs DatoricDatabricks Feature Store and Datoric datasets both list model training; both also serve buyers who need to train or fine-tune a model; Datoric's scale not recorded.
• Databricks vs EnactDatabricks Feature Store and Enact both list model training; both also serve buyers who need to train or fine-tune a model; Enact's scale not recorded.
• Databricks vs Agnost AIAgnost AI and Managed MLflow both list model training; Agnost AI's scale not recorded.
• Databricks vs Core42Core42 Signature Private Cloud and AI Runtime both list GPU cloud; both also serve buyers who need to buy data-centre AI compute; Core42's scale not recorded.
• Databricks vs nRouterUnity Gateway and nRouter LLM Gateway both list guardrails and safety; both also serve buyers who need to build on a hosted model API and track and cut what we spend on AI models; nRouter's scale not recorded; ships API service rather than the same layer.
• Databricks vs AlibabaAlibaba Cloud Elastic GPU Service and AI Runtime do comparable work on GPU cloud and model training; both also serve buyers who need to buy data-centre AI compute and train or fine-tune a model; similar scale (private).
• Databricks vs Crawl4AICrawl4AI and Document Intelligence both list document extraction; both also serve buyers who need to extract facts from text; Crawl4AI's scale not recorded.
• Databricks vs ScrapeGraphAIDocument Intelligence and ScrapeGraphAI both list document extraction; both also serve buyers who need to extract facts from text; ScrapeGraphAI's scale not recorded; ships API service rather than the same layer.
• Databricks vs OpenRelayAI Runtime and OpenRelay both list GPU cloud; both also serve buyers who need to buy data-centre AI compute; OpenRelay's scale not recorded.
• Databricks vs Future AGIUnity Gateway and Command Center both list guardrails and safety; both also serve buyers who need to build on a hosted model API and track and cut what we spend on AI models; Future AGI's scale not recorded.
• Databricks vs Fiddler AIFiddler's own partners page describes a partnership with Databricks for ML operations and trusted AI.
• Databricks vs Orq.aiUnity Gateway and AI Gateway both list guardrails and safety; both also serve buyers who need to build on a hosted model API and track and cut what we spend on AI models; Orq.ai's scale not recorded; ships API service rather than the same layer.
• Databricks vs DataikuDataiku's own Databricks partner page presents the two companies' joint offering for business teams.
• Databricks vs Maxim AIUnity Gateway and Bifrost both list guardrails and safety; both also serve buyers who need to build on a hosted model API; Maxim AI's scale not recorded.
• Databricks vs HeliconeAgent Bricks and Helicone both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Helicone is acquired, with no independent scale.
• Databricks vs ConiferConifer and Databricks Model Serving both list model hosting; both also serve buyers who need to build on a hosted model API; Conifer's scale not recorded.
• Databricks vs RedisOverlaps on agent orchestration, data analysis and vector search; Redis's scale not recorded.
• Databricks vs VMwareDatabricks Model Serving and VMware Cloud Foundation Private AI Services both list model hosting; both also serve buyers who need to serve a model in production; VMware is acquired, with no independent scale.
• Databricks vs StableBrowseDatabricks Feature Store and StableBrowse Physical AI Data both list model training; both also serve buyers who need to train or fine-tune a model; StableBrowse's scale not recorded.
• Databricks vs OktaLakewatch and Identity Threat Protection both list threat detection and response; Okta's scale not recorded.
• Databricks vs MicrosoftDatabricks' own July 2026 press release announces an expanded strategic partnership with Microsoft.
• Databricks vs AlgoliaAlgolia NeuralSearch and Generative Experiences and Databricks AI Search both list vector search; Algolia's scale not recorded.
• Databricks vs AI21 LabsAI21 Post-Training and Databricks Feature Store both list model training; both also serve buyers who need to train or fine-tune a model; larger scale (private).
• Databricks vs Agentic FabriqAgentic Fabriq and Agent Bricks both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Agentic Fabriq's scale not recorded.
• Databricks vs IBMDocument Intelligence and IBM Automation Document Processing both list document extraction; both also serve buyers who need to extract facts from text; similar scale (public).
• Databricks vs WeaviateDatabricks AI Search and Weaviate Database both list vector search; Weaviate's scale not recorded.
• Databricks vs TencentDatabricks AI Search and Tencent Cloud VectorDB both list vector search; larger scale (public).
• Databricks vs RunPodAI Runtime and Pods do comparable work on GPU cloud and model training; both also serve buyers who need to buy data-centre AI compute and train or fine-tune a model; smaller scale (private).
• Databricks vs Resemble AIResemble Agent Detection and Lakewatch both list threat detection and response; Resemble AI's scale not recorded.
• Databricks vs HumainAI Runtime and HUMAIN COMPUTE do comparable work on GPU cloud and model training; both also serve buyers who need to buy data-centre AI compute and train or fine-tune a model; Humain's scale not recorded.
• Databricks vs Aleph AlphaPhariaStudio and Managed MLflow both list model training; both also serve buyers who need to train or fine-tune a model; Aleph Alpha's scale not recorded.
• Databricks vs Mistral AIDocument Intelligence and Mistral OCR both list document extraction; both also serve buyers who need to extract facts from text; smaller scale (private).
• Databricks vs MossDatabricks AI Search and Moss both list vector search; Moss's scale not recorded.
• Databricks vs ReplicateDatabricks Model Serving and Replicate both list model hosting; both also serve buyers who need to serve a model in production; Replicate's scale not recorded.
• Databricks vs KadoaDocument Intelligence and Web Scraping OS both list document extraction; both also serve buyers who need to extract facts from text; Kadoa's scale not recorded.
• Databricks vs MrScraperDocument Intelligence and Web Scraper API both list document extraction; both also serve buyers who need to extract facts from text; MrScraper's scale not recorded; ships API service rather than the same layer.
• Databricks vs SalusUnity Gateway and Salus both list guardrails and safety; Salus's scale not recorded.
• Databricks vs TuringManaged MLflow and RL environments both list model training; both also serve buyers who need to train or fine-tune a model; smaller scale (private).
• Databricks vs AppenAI Data Platform and Databricks AI both list model training; both also serve buyers who need to train or fine-tune a model; Appen's scale not recorded.
• Databricks vs NeuralTrustTrustGate and Unity Gateway both list guardrails and safety; NeuralTrust's scale not recorded.
• Databricks vs BoundaryBAML and Document Intelligence both list document extraction; both also serve buyers who need to extract facts from text; Boundary's scale not recorded.
• Databricks vs Neo4jDocument Intelligence and Neo4j LLM Knowledge Graph Builder both list document extraction; both also serve buyers who need to extract facts from text; smaller scale (private).
• Databricks vs Arthur AIArthur Engine and Agent Bricks both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Arthur AI's scale not recorded.
• Databricks vs 4Paradigm4Paradigm Smart Archive and Document Intelligence both list document extraction; both also serve buyers who need to extract facts from text; larger scale (private).
• Databricks vs AshrAshr and Managed MLflow both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded.
• Databricks vs PineconeDatabricks AI Search and Pinecone both list vector search; Pinecone's scale not recorded.
• Databricks vs CoveoCoveo Generative Answering and Agentic AI and Databricks AI Search both list vector search; Coveo's scale not recorded.
• Databricks vs TokenlessManaged MLflow 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.
• Databricks vs Cerebras SystemsCerebras Training Cloud and Databricks Model Training both list model training; both also serve buyers who need to train or fine-tune a model; larger scale (private).
• Databricks vs ModularDatabricks Model Serving and Modular Cloud both list model hosting; both also serve buyers who need to build on a hosted model API and serve a model in production; Modular is acquired, with no independent scale.
• Databricks vs UiPathUiPath's own press release announces a Databricks partnership with integrations between the UiPath Platform and Databricks.
• Databricks vs EleutherAIDatabricks AutoML 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.
• Databricks vs IntelAI Runtime and Intel Cloud Services do comparable work on GPU cloud and model training; both also serve buyers who need to buy data-centre AI compute and train or fine-tune a model; larger scale (public).
• Databricks vs RequestyRequesty AI Gateway and Unity Gateway both list guardrails and safety; both also serve buyers who need to build on a hosted model API; Requesty's scale not recorded; ships AI agent, agent platform and 6 more rather than the same layer.
• Databricks vs Meta PlatformsDatabricks Model Serving and Meta Model API both list model hosting; both also serve buyers who need to build on a hosted model API and serve a model in production; larger scale (public).
• Databricks vs AMDAMD Developer Cloud and AI Runtime do comparable work on GPU cloud and model training; both also serve buyers who need to buy data-centre AI compute and train or fine-tune a model; smaller scale (private).
• Databricks vs DecaworkUnity Gateway and Decawork both list guardrails and safety; Decawork's scale not recorded.
• Databricks vs Not DiamondDatabricks Model Training and Not Diamond both list model training; Not Diamond's scale not recorded.
• Databricks vs BrowserbaseBrowserbase Fetch API and Document Intelligence both list document extraction; both also serve buyers who need to extract facts from text; larger scale (private).
• Databricks vs NimbleAI Web Search and Document Intelligence both list document extraction; both also serve buyers who need to extract facts from text; Nimble's scale not recorded; ships AI agent, agent platform and 6 more rather than the same layer.
• Databricks vs OlostepDocument Intelligence and Answers API both list document extraction; both also serve buyers who need to extract facts from text; Olostep's scale not recorded; ships API service rather than the same layer.
• Databricks vs StacktraceAgent Bricks and Stacktrace Personal Agent Gateway both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Stacktrace's scale not recorded.
• Databricks vs Olam LabsDatabricks 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.
• Databricks vs Palo Alto NetworksLakewatch and Cortex XDR both list threat detection and response; similar scale (public).
• Databricks vs SiemensDatabricks AutoML and Simcenter PhysicsAI both list model training; both also serve buyers who need to train or fine-tune a model; similar scale (public).
• Databricks vs Cohere HealthCohere Validate and Document Intelligence both list document extraction; both also serve buyers who need to extract facts from text; Cohere Health's scale not recorded.
• Databricks vs Super Micro ComputerAI Runtime and SuperCloud Developer Console (SDX) both list model training; both also serve buyers who need to train or fine-tune a model; Super Micro Computer's scale not comparable: only a revenue estimate, no market cap or valuation.
• Databricks vs Klira AIAgent Bricks and Klira SDK both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Klira AI's scale not recorded.
• Databricks vs LatentAgent Bricks and Latent both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Latent's scale not recorded.
• Databricks vs Hamming AIHamming and Unity Gateway both list guardrails and safety; Hamming AI's scale not recorded.
• Databricks vs Dell TechnologiesDatabricks Model Serving and Dell Enterprise Hub both list model hosting; both also serve buyers who need to serve a model in production; similar scale (public).
• Databricks vs JFrogLakewatch and JFrog Agent Skills Registry both list threat detection and response; JFrog's scale not recorded.
• Databricks vs SASDatabricks Model Training and SAS Viya Workbench 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.
• Databricks vs ExaSearch API and Document Intelligence both list document extraction; both also serve buyers who need to extract facts from text; Exa's scale not recorded; ships AI agent, agent platform and 6 more rather than the same layer.
• Databricks vs Thinking Machines LabDatabricks Feature Store and Tinker both list model training; both also serve buyers who need to serve a model in production and train or fine-tune a model; smaller scale (private); ships API service rather than the same layer.
• Databricks vs SenseTimeAI Runtime and SenseCore do comparable work on GPU cloud and model training; both also serve buyers who need to buy data-centre AI compute and train or fine-tune a model; smaller scale (public).
• Databricks vs SpiderDocument Intelligence and AI Studio both list document extraction; both also serve buyers who need to extract facts from text; Spider's scale not recorded; ships API service rather than the same layer.
• Databricks vs ServiceNowDocument Intelligence and ServiceNow Document Intelligence both list document extraction; both also serve buyers who need to extract facts from text; similar scale (public).
• Databricks vs CivitaiCivitai and Databricks AI both serve buyers who need to serve a model in production; Civitai's scale not recorded.
• Databricks vs PydanticPydantic AI Gateway and Unity Gateway both list guardrails and safety; both also serve buyers who need to build on a hosted model API and track and cut what we spend on AI models; Pydantic's scale not recorded.
• Databricks vs CanvaMagic Insights and AI/BI Dashboards both serve buyers who need to analyse spreadsheets and financial numbers; larger scale (private).
• Databricks vs UpstageUpstage AI Space and Document Intelligence both list document extraction; both also serve buyers who need to extract facts from text; larger scale (private).
• Databricks vs VelvetDatabricks Feature Store and Velvet datasets both serve buyers who need to train or fine-tune a model; Velvet's scale not recorded.
• Databricks vs AssemblyAIAssemblyAI LLM Gateway and Databricks Model Serving both serve buyers who need to build on a hosted model API; AssemblyAI's scale not recorded.
• Databricks vs EvenUpCase & Negotiation Prep and Document Intelligence both list document extraction; both also serve buyers who need to extract facts from text; larger scale (private).
• Databricks vs AnthropicDatabricks' own March 2025 press release announces a five-year partnership with Anthropic to offer Claude models in Databricks.
• Databricks vs CrowdStrikeCrowdStrike Falcon platform and Lakewatch both list threat detection and response; similar scale (private).
• Databricks vs OpenAIDatabricks' own September 2025 press release announces a multi-year partnership with OpenAI to offer OpenAI models natively in Databricks.
• Databricks vs VercelLakewatch and Vercel BotID both list threat detection and response; smaller scale (private).
• Databricks vs MastraMastra Code and Genie Code both list agentic coding; both also serve buyers who need to code with an AI assistant; Mastra's scale not recorded.
• Databricks vs CrewAICrewAI AMP and Agent Bricks both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; CrewAI's scale not recorded.
• Databricks vs AdobeOverlaps on agent orchestration, agentic coding, data analysis and 7 more; similar scale (public).
• Databricks vs PetrichorDatabricks Feature Store and Petrichor both list model training; both also serve buyers who need to train or fine-tune a model; Petrichor's scale not recorded.
• Databricks vs ORO AIDatabricks 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.
• Databricks vs Sarvam AISarvam Doc Agents and Document Intelligence both list document extraction; both also serve buyers who need to extract facts from text; larger scale (private).
• Databricks vs SlackAI/BI and Slackforce Surfaces both list presentation generation; Slack's scale not recorded.
• Databricks vs KuaishouDatabricks AI and Vanchin both list model training; both also serve buyers who need to serve a model in production and train or fine-tune a model; smaller scale (public).
• Databricks vs HyperbrowserDocument Intelligence and Hyperbrowser Web Scraping both list document extraction; both also serve buyers who need to extract facts from text; Hyperbrowser's scale not recorded.
• Databricks vs IroncladOverlaps on agent orchestration, data analysis, document extraction and 2 more; Ironclad's scale not recorded.
• Databricks vs Browse AIBrowse AI and Document Intelligence both list document extraction; both also serve buyers who need to extract facts from text; Browse AI's scale not recorded.
• Databricks vs FortinetLakewatch and FortiAppSec Cloud both list threat detection and response; similar scale (public).
• Databricks vs PaprDatabricks AI Search and Papr Graph both list vector search; Papr's scale not recorded.
• Databricks vs YandexDocument Intelligence and Yandex Vision OCR both list document extraction; smaller scale (public).
• Databricks vs GitLabGenie Code and GitLab Duo CLI both list agentic coding; both also serve buyers who need to code with an AI assistant; smaller scale (public).
• Databricks vs BraintrustOverlaps on data analysis and evaluation and observability; larger scale (private).
• Databricks vs HuaweiDatabricks Model Training and MindSpore both list model training; both also serve buyers who need to train or fine-tune a model; Huawei's scale not comparable: only a revenue estimate, no market cap or valuation.
• Databricks vs Arize AIArize AX and Agent Bricks both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Arize AI's scale not recorded.
• Databricks vs HopperDatabricks Feature Store and Hopper 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.
• Databricks vs CohereModel Vault and Databricks Model Serving both list model hosting; both also serve buyers who need to serve a model in production; larger scale (private).
• Databricks vs ZscalerLakewatch and Zero Trust Exchange both list threat detection and response; smaller scale (public).
• Databricks vs Akon LabsNexus Agent and Genie Code both list agentic coding; both also serve buyers who need to code with an AI assistant; Akon Labs's scale not recorded.
• Databricks vs BoxBox Extract and Document Intelligence both list document extraction; both also serve buyers who need to extract facts from text; larger scale (private).
• Databricks vs HubSpotOverlaps on agent orchestration, data analysis, document extraction and 3 more; smaller scale (public).
• Databricks vs ZoomAI/BI Dashboards and Zoom Workforce Management both serve buyers who need to analyse spreadsheets and financial numbers; smaller scale (public).
• Databricks vs SentinelOneLakewatch and Singularity Platform both list threat detection and response; smaller scale (public).
• Databricks vs HiddenLayerHiddenLayer AI Security Platform and Lakewatch both list threat detection and response; HiddenLayer's scale not recorded.
• Databricks vs Contextual AIContextual AI RAG Component APIs and Databricks AI Search both list vector search; Contextual AI's scale not recorded.
• Databricks vs TouchmarkAI Runtime and Touchmark both list GPU cloud; both also serve buyers who need to buy data-centre AI compute; Touchmark's scale not recorded.
• Databricks vs LangWatchGenie Code and Langy both list agentic coding; both also serve buyers who need to code with an AI assistant; LangWatch's scale not recorded.
• Databricks vs LabelboxManaged MLflow and Terra both list model training; both also serve buyers who need to train or fine-tune a model; Labelbox's scale not recorded.
• Databricks vs DecartDatabricks Model Serving and Cogito both list model hosting; both also serve buyers who need to build on a hosted model API and serve a model in production; smaller scale (private).
• Databricks vs OllamaDatabricks Model Serving and Ollama Cloud both list model hosting; both also serve buyers who need to build on a hosted model API and serve a model in production; Ollama's scale not recorded.
• Databricks vs UniphoreOverlaps on agent orchestration, data analysis, knowledge retrieval and 3 more; larger scale (private).
• Databricks vs ByteDanceAgent Bricks and Coze Loop both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; ByteDance's scale not comparable: only a revenue estimate, no market cap or valuation.
• Databricks vs LightOnLightOn API and Databricks AI Search both list vector search; larger scale (private).
• Databricks vs AddeparAlts Data Management and Document Intelligence both list document extraction; both also serve buyers who need to extract facts from text; Addepar's scale not recorded.
• Databricks vs AI SpendOpsAI SpendOps and Unity Gateway both serve buyers who need to build on a hosted model API and track and cut what we spend on AI models; AI SpendOps's scale not recorded.
• Databricks vs PacificAI Runtime and Pacific Pod both list GPU cloud; both also serve buyers who need to buy data-centre AI compute; Pacific's scale not recorded.
• Databricks vs SAP
• Databricks vs ZendeskAI/BI Dashboards and Zendesk Workforce Management both serve buyers who need to analyse spreadsheets and financial numbers; smaller scale (private).
• Databricks vs LM StudioLM Studio and Databricks Model Serving both list model hosting; both also serve buyers who need to serve a model in production; LM Studio's scale not recorded.
• Databricks vs OpenRouterOpenRouter and Databricks Model Serving both serve buyers who need to build on a hosted model API and serve a model in production; larger scale (private).
• Databricks vs Moonshot AIKimi Code and Genie Code both list agentic coding; both also serve buyers who need to code with an AI assistant; larger scale (private).
• Databricks vs JsonifyJason and Document Intelligence both list document extraction; both also serve buyers who need to extract facts from text; Jsonify's scale not recorded.
• Databricks vs Invisible TechnologiesOverlaps on agent orchestration, data analysis, evaluation and observability and 2 more; larger scale (private).
• Databricks vs GalileoGalileo Signals and Agent Bricks both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Galileo is acquired, with no independent scale.
• Databricks vs Black Forest LabsOpen Weights Licensing and Databricks AutoML both list model training; both also serve buyers who need to train or fine-tune a model; larger scale (private).
• Databricks vs JetBrainsDatabao and AI/BI Dashboards both serve buyers who need to analyse spreadsheets and financial numbers; JetBrains's scale not recorded.
• Databricks vs DelineaDelinea Iris AI and Lakewatch both list threat detection and response; Delinea's scale not recorded.
• Databricks vs RespanRespan and Unity Gateway both serve buyers who need to build on a hosted model API; Respan's scale not recorded.
• Databricks vs Experiential LabsExperiential Intelligence Layer and Managed MLflow both list model training; Experiential Labs's scale not recorded.
• Databricks vs DeepchecksDeepchecks LLM Evaluation and Agent Bricks both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Deepchecks is absorbed, with no independent scale.
• Databricks vs RogoRogo and Databricks AI both list document extraction; Rogo's scale not recorded.
• Databricks vs VectaraVectara Guardian Agents and Unity Gateway both list guardrails and safety; Vectara's scale not recorded.
• Databricks vs Workers IOWorkers IO simulation platform and Genie Code both list agentic coding; both also serve buyers who need to code with an AI assistant; Workers IO's scale not recorded.
• Databricks vs TrimioTrimio and Unity Gateway both serve buyers who need to build on a hosted model API and track and cut what we spend on AI models; Trimio's scale not recorded; ships AI agent, agent platform and 6 more rather than the same layer.
• Databricks vs ZenMuxZenMux and Unity Gateway both serve buyers who need to build on a hosted model API and track and cut what we spend on AI models; ZenMux's scale not recorded; ships AI agent, agent platform and 6 more rather than the same layer.
• Databricks vs HiveHive OCR API and Document Intelligence both list document extraction; larger scale (private).
• Databricks vs Figma
• Databricks vs LLM GatewayDevPass and Genie Code both list agentic coding; both also serve buyers who need to code with an AI assistant; LLM Gateway's scale not recorded.
• Databricks vs Boxes.devBoxes.dev and Genie Code both list agentic coding; both also serve buyers who need to code with an AI assistant; Boxes.dev's scale not recorded.
• Databricks vs Z.ai (Zhipu AI)GLM Coding Plan and Genie Code both list agentic coding; both also serve buyers who need to code with an AI assistant; larger scale (private).
• Databricks vs QualcommQualcomm Insight Platform and Lakewatch both list threat detection and response; similar scale (private).
• Databricks vs Runway
• Databricks vs LG CorpEXAONE Data Foundry and Databricks Model Training both list model training; both also serve buyers who need to train or fine-tune a model; larger scale (private).
• Databricks vs ZepGraphiti and Databricks AI Search both list vector search; Zep's scale not recorded.
• Databricks vs Nomic AINomic Agent API and Document Intelligence both list document extraction; both also serve buyers who need to extract facts from text; Nomic AI's scale not recorded.
• Databricks vs Concentrate AILLM Gateway and Unity Gateway both serve buyers who need to build on a hosted model API and track and cut what we spend on AI models; Concentrate AI's scale not recorded; ships AI agent, agent platform and 6 more rather than the same layer.
• Databricks vs InfronInfron and Unity Gateway both serve buyers who need to build on a hosted model API and track and cut what we spend on AI models; Infron's scale not recorded; ships AI agent, agent platform and 6 more rather than the same layer.
• Databricks vs The Token CompanyThe Token Company LLM input compression and Unity Gateway both serve buyers who need to build on a hosted model API and track and cut what we spend on AI models; The Token Company's scale not recorded; ships AI agent, agent platform and 6 more rather than the same layer.
• Databricks vs RaindropIssue detection and Agent Bricks both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Raindrop's scale not recorded.
• Databricks vs ImbueBlueprint and Genie Code both list agentic coding; both also serve buyers who need to code with an AI assistant; Imbue's scale not recorded.
• Databricks vs ReplitReplit Agent 4 and Genie Code both list agentic coding; both also serve buyers who need to code with an AI assistant; larger scale (private).
• Databricks vs LatitudeLatitude and Agent Bricks both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Latitude's scale not recorded.
• Databricks vs ZEISSZEISS arivis Cloud and Databricks AutoML both list model training; both also serve buyers who need to train or fine-tune a model; ZEISS's scale not recorded.
• Databricks vs Hume AI
• Databricks vs LangDBLangDB AI Gateway and Unity Gateway both serve buyers who need to build on a hosted model API and track and cut what we spend on AI models; LangDB's scale not recorded; ships AI agent, agent platform and 6 more rather than the same layer.
• Databricks vs AIHubMixLLM Router and Unity Gateway both serve buyers who need to build on a hosted model API and track and cut what we spend on AI models; AIHubMix's scale not recorded; ships AI agent, agent platform and 6 more rather than the same layer.
• Databricks vs CodeRabbitCodeRabbit Agent for Slack and Genie Code both list agentic coding; both also serve buyers who need to code with an AI assistant; larger scale (private).
• Databricks vs AmikaAmika cloud devboxes and Genie Code both list agentic coding; both also serve buyers who need to code with an AI assistant; Amika's scale not recorded.
• Databricks vs LangfuseLangfuse and Agent Bricks both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Langfuse is acquired, with no independent scale.
• Databricks vs OkahuOkahu Cloud and Agent Bricks both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Okahu's scale not recorded.
• Databricks vs The Context CompanyThe Context Company and Agent Bricks both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; The Context Company's scale not recorded.
• Databricks vs Gong
• Databricks vs ForetellixForetify Generate and Managed MLflow both list model training; both also serve buyers who need to train or fine-tune a model; Foretellix's scale not recorded.
• Databricks vs Kakao HealthcareHAYCORN and Document Intelligence both list document extraction; Kakao Healthcare's scale not recorded.
• Databricks vs TensorTestTensorTest private evals and Databricks Feature Store both serve buyers who need to train or fine-tune a model; TensorTest's scale not recorded.
• Databricks vs GammaGamma and AI/BI both list presentation generation; larger scale (private).
• Databricks vs LivePerson
• Databricks vs DustDust Frames and AI/BI both list presentation generation; Dust's scale not recorded.
• Databricks vs Liquid AILiquid Console and Databricks Model Serving both serve buyers who need to build on a hosted model API; Liquid AI's scale not recorded.
• Databricks vs RiverRiver and AI/BI both list presentation generation; River's scale not recorded.
• Databricks vs PromptLayerPromptLayer Observability and Agent Bricks both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; PromptLayer's scale not recorded.
• Databricks vs RoarkPost-call analysis and Agent Bricks both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Roark's scale not recorded.
• Databricks vs SK Telecom
• Databricks vs AudioShakeAudioShake Refinery and Databricks Feature Store both serve buyers who need to train or fine-tune a model; AudioShake's scale not recorded.
• Databricks vs CovalObserve and Databricks AI both serve buyers who need to test and evaluate an AI agent; Coval's scale not recorded.
• Databricks vs Jasper
• Databricks vs FabraixNyx and Databricks AI both serve buyers who need to test and evaluate an AI agent; Fabraix's scale not recorded.
• Databricks vs AI/ML APIAI/ML API and Databricks Model Serving both serve buyers who need to build on a hosted model API; AI/ML API's scale not recorded.
• Databricks vs LocusLocus Founder and Databricks CustomerLake both list marketing content; Locus's scale not recorded.
• Databricks vs LovableLovable and Genie Code both list agentic coding; both also serve buyers who need to code with an AI assistant; larger scale (private).
• Databricks vs Evidently AIEvidently Platform and Databricks AI both serve buyers who need to test and evaluate an AI agent; Evidently AI's scale not recorded.
• Databricks vs TraceforceTraceforce and Lakewatch both list threat detection and response; Traceforce's scale not recorded.
• Databricks vs Palantir
• Databricks vs MarkovMarkov computer-use data and Databricks Feature Store both serve buyers who need to train or fine-tune a model; Markov's scale not recorded.
• Databricks vs Nebula NovaLibraOS and Unity Gateway both list guardrails and safety; Nebula Nova's scale not recorded.
• Databricks vs Salesloft
• Databricks vs Atlassian
• Databricks vs Harness
• Databricks vs KitaKita Capture and Document Intelligence both list document extraction; Kita's scale not recorded.
• Databricks vs HubHub and Databricks Feature Store both serve buyers who need to train or fine-tune a model; Hub's scale not recorded.
• Databricks vs MagmaMagma and Databricks Feature Store both serve buyers who need to train or fine-tune a model; Magma's scale not recorded.
• Databricks vs PetrarchPetrarch Industrial Datasets and Databricks Feature Store both serve buyers who need to train or fine-tune a model; Petrarch's scale not recorded.
• Databricks vs SciloopSciloop datasets and Databricks Feature Store both serve buyers who need to train or fine-tune a model; Sciloop's scale not recorded.
• Databricks vs ShofoShofo datasets and Databricks Feature Store both serve buyers who need to train or fine-tune a model; Shofo's scale not recorded.
• Databricks vs Accenture
• Databricks vs Synthetic SciencesAscent and Databricks Model Training both list model training; both also serve buyers who need to train or fine-tune a model; Synthetic Sciences's scale not recorded.
• Databricks vs Pegasystems
• Databricks vs The Browser Company
• Databricks vs LindyLindy and AI/BI both list presentation generation; Lindy's scale not recorded.
• Databricks vs Alethica
• Databricks vs Shopify
• Databricks vs Eden AIEden AI and Databricks Model Serving both serve buyers who need to build on a hosted model API; Eden AI's scale not recorded; ships AI agent, agent platform and 6 more rather than the same layer.
• Databricks vs HebbiaHebbia Matrix and Databricks AI both list document extraction; larger scale (private).
• Databricks vs Mem0Gateway and Agent Bricks both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Mem0's scale not recorded.
• Databricks vs GraphcoreIPU (Intelligence Processing Unit) and AI Runtime both list model training; both also serve buyers who need to buy data-centre AI compute; Graphcore's scale not recorded; ships AI agent, agent platform and 6 more rather than the same layer.
• Databricks vs Kilo CodeKilo Cloud Agents and Genie Code both list agentic coding; both also serve buyers who need to code with an AI assistant; Kilo Code is acquired, with no independent scale.
• Databricks vs Blackbox AI
• Databricks vs HoneywellHoneywell Cyber Proactive Defense and Lakewatch both list threat detection and response; Honeywell's scale not recorded.
• Databricks vs Oscar AIOverlaps on data analysis and workflow automation; Oscar AI's scale not recorded.
• Databricks vs GUILDGUILD Forge and Databricks AI both list document extraction; GUILD's scale not recorded.
• Databricks vs LogosGuardLogosGuard Enterprise Private LLM and Unity Gateway both list guardrails and safety; LogosGuard's scale not recorded.
• Databricks vs Vectra AIVectra AI Platform and Lakewatch both list threat detection and response; larger scale (private).
• Databricks vs Mintplex Labs
• Databricks vs NVIDIA
• Databricks vs DarktraceDarktrace ActiveAI Security Platform and Lakewatch both list threat detection and response; larger scale (private).
• Databricks vs Hesper AIHesper AI and Document Intelligence both list document extraction; Hesper AI's scale not recorded.
• Databricks vs CodaHxOverlaps on data analysis and workflow automation; CodaHx's scale not recorded.
• Databricks vs HopliteHoplite PR Auto-fix and Genie Code both list agentic coding; both also serve buyers who need to code with an AI assistant; Hoplite's scale not recorded.
• Databricks vs Applied IntuitionTools for Vehicle Intelligence and Managed MLflow both list model training; both also serve buyers who need to train or fine-tune a model; larger scale (private).
• Databricks vs Cisco
• Databricks vs ValioValio and Document Intelligence both list document extraction; Valio's scale not recorded.
• Databricks vs SK HynixHBM4 and AI Runtime both list model training; both also serve buyers who need to buy data-centre AI compute; smaller scale (private); ships AI agent, agent platform and 6 more rather than the same layer.
• Databricks vs StordOverlaps on data analysis and workflow automation; Stord's scale not recorded.
• Databricks vs BrixelyBrixely and Document Intelligence both list document extraction; Brixely's scale not recorded.
• Databricks vs Workday
• Databricks vs Enkrypt AIEnkrypt AI and Unity Gateway both list guardrails and safety; Enkrypt AI is acquired, with no independent scale; ships AI agent, agent platform and 6 more rather than the same layer.
• Databricks vs Check Point Software Technologies
• Databricks vs Encord
• Databricks vs eGain
• Databricks vs Anaconda
• Databricks vs Salesforce
• Databricks vs TrueFoundry
• Databricks vs Writer
• Databricks vs Copy.ai
• Databricks vs Veeva Systems
• Databricks vs Dify
• Databricks vs 01.AI
• Databricks vs Applied Materials
• Databricks vs AVEVA
• Databricks vs Bildor
• Databricks vs Clay
• Databricks vs ClickHouse
• Databricks vs Cognigy
• Databricks vs Cognition
• Databricks vs Crescendo
• Databricks vs Cresta
• Databricks vs CVViZ
• Databricks vs Cytodyme
• Databricks vs Docusign
• Databricks vs DX
• Databricks vs Dynatrace
• Databricks vs Elicit
• Databricks vs Fin
• Databricks vs Glean (Glean Technologies)
• Databricks vs Haptik
• Databricks vs Harvey
• Databricks vs Hewlett Packard Enterprise
• Databricks vs Hippocratic AI
• Databricks vs HoneyHive
• Databricks vs Insilico Medicine
• Databricks vs Intuit
• Databricks vs Kensai
• Databricks vs LangChain
• Databricks vs Lunary
• Databricks vs Moveworks
• Databricks vs New Relic
• Databricks vs NiCE
• Databricks vs Nous Research
• Databricks vs OpenDrawing
• Databricks vs OpenText
• Databricks vs Owkin
• Databricks vs Phenom
• Databricks vs PointFive
• Databricks vs Presight
• Databricks vs Prodigy Research
• Databricks vs Quantexa
• Databricks vs RealPact
• Databricks vs Relevance AI
• Databricks vs Rillet
• Databricks vs Sama
• Databricks vs Schneider Electric
• Databricks vs Sierra
• Databricks vs Sloop
• Databricks vs Snorkel AI
• Databricks vs Spendline
• Databricks vs Tempus AI
• Databricks vs Thomson Reuters
• Databricks vs TIFIN
• Databricks vs Twilio
• Databricks vs Verint Systems
• Databricks vs Yellow.ai
• Databricks vs Zapier