D

Databricks

Infrastructure

Data storage, analytics, and AI platform unifying data and AI workflows.

Partner: Palantir

Supplied by: NVIDIA

Total funding$25.6B

Valuation$190B

Employees10,000

Founded2013

HeadquartersSan Francisco, USA

StatusPrivate

Products

Selected offerings — the AI products recorded here, not the vendor's full catalogue.

• Databricks Data + AI Platform Platform Sold on its own

  Lakehouse platform for storing, governing, querying and sharing enterprise data.

Inside Databricks

• Genie One Application Included with the parent

  AI coworker (the evolution of the earlier Databricks Assistant/Genie) that lets business users ask questions, take action and drive outcomes over enterprise data via natural language, integrating with Slack, Teams, Jira, Google Drive and Salesforce, with mobile apps.

• Unity Gateway Infrastructure service

  Enterprise AI gateway providing centralized cost tracking/budgets, model access (Claude, GPT, Gemini, Grok and others), security/governance (access policies, PII/PHI filtering, audit trails), smart routing and observability across an organization's AI systems.

Inside Databricks Data + AI Platform

• Agent Bricks Agent platform Paid add-on to the parent

  A control plane for building, evaluating, governing and monitoring AI agents across proprietary and open-source models, with native MCP support.

• Databricks AI Search Data service Paid add-on to the parent

  A managed hybrid semantic, keyword and vector search service (formerly Mosaic AI Vector Search) with automatic data sync and Unity Catalog governance.

• Databricks Model Serving Model API Paid add-on to the parent

  A managed endpoint service for deploying and governing classical ML models, generative models and agents from one interface.

• Databricks Model Training Developer tool Paid add-on to the parent

  A managed service for fine-tuning open-source LLMs or training custom models on enterprise data using dedicated GPU infrastructure.

• Databricks AI Platform

  Databricks' tooling for building, fine-tuning, serving and evaluating models and agents on lakehouse data.

Inside Databricks Lakehouse Platform

• AI/BI Application Included with the parent

  AI-native business-intelligence product comprising AI/BI Dashboards (AI-assisted dashboard/visualization creation) and Genie Spaces (conversational natural-language exploration of data), built into the Databricks Data + AI Platform with Unity Catalog governance and no per-seat licensing.

Closest alternatives 3

HFHugging FacePrivate · $4.5BSource says 'overlaps,' not 'competes' -- weaker framing, noted verbatim.3 of 12 capabilitiesShared product typeSmaller scaleSourced competitorServe a model in productionCompareSAScale AIPrivate · $29BContrary Research's Competition section names Databricks as an ML-ecosystem competitor to Scale AI. Scale Data Engine and Databricks Model Training both carry train-a-model.3 of 12 capabilitiesShared product typeSame scale bandSourced competitorTrain or fine-tune a modelComparePPeakAcquired ($119M deal)Peak 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.3 of 12 capabilitiesShared product typeSourced competitorAsk questions of my own dataCompare

Similar products 109

How this list is ranked ↗

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smaller scale (public).4 of 12 capabilitiesShared product typeSmaller scaleCompareTATogether AIPrivate · $8.3BDatabricks Model Training and Together Custom Training do comparable work on model training; both also serve buyers who need to train or fine-tune a model; smaller scale (private).3 of 12 capabilitiesShared product typeSmaller scaleCompareLLambdaPrivate · $1.5B raisedDatabricks Model Serving and Lambda Inference do comparable work on model hosting; both also serve buyers who need to build on a hosted model API and serve a model in production; similar scale (private).3 of 12 capabilitiesShared product typeCompareCMComet MLPrivate · $70M raisedDatabricks Model Training and Comet Experiment Tracking do comparable work on model training; both also serve buyers who need to train or fine-tune a model; similar scale (private).3 of 12 capabilitiesShared product typeCompareMModalPrivate · $466M raisedDatabricks Model Training and Modal Notebooks do comparable work on model training; both also serve buyers who need to train or fine-tune a model; similar scale (private).4 of 12 capabilitiesShared product typeCompareLLabelboxPrivate · $189M raisedDatabricks AI and Horizon do comparable work on model training; both also serve buyers who need to train or fine-tune a model; similar scale (private).7 of 12 capabilitiesShared product typeCompareFAFireworks AIPrivate · $17.5BDatabricks Model Training and Fireworks Training do comparable work on model training; both also serve buyers who need to train or fine-tune a model; smaller scale (private).4 of 12 capabilitiesShared product typeSmaller scaleCompareMModularAcquired ($3.1B deal)Databricks Model Serving and Modular Cloud do comparable work on 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.2 of 12 capabilitiesShared product typeCompareEElasticPublic · $10.2BDatabricks Model Serving and Elastic Inference Service do comparable work on model hosting; both also serve buyers who need to build on a hosted model API and serve a model in production; smaller scale (public).8 of 12 capabilitiesShared product typeSmaller scaleCompareQQdrantPrivateDatabricks AI Search and Qdrant do comparable work on vector search; Qdrant's scale not recorded.3 of 12 capabilitiesShared product typeCompareHHeliconeAcquiredAgent 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.2 of 12 capabilitiesShared product typeCompareSSnowflakePublic · $116BDatabricks AI Search and Cortex Search do comparable work on vector search; similar scale (public).7 of 12 capabilitiesShared product typeCompareRRunPodPrivateDatabricks Model Serving and Runpod Hub do comparable work on model hosting; both also serve buyers who need to serve a model in production; RunPod's scale not recorded.4 of 12 capabilitiesShared product typeCompareUUnslothPrivateDatabricks Model Training and Unsloth do comparable work on model training; both also serve buyers who need to train or fine-tune a model; Unsloth's scale not recorded.2 of 12 capabilitiesShared product typeCompareW&Weights & BiasesAcquiredAgent Bricks and W&B Weave both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Weights & Biases is acquired, with no independent scale.4 of 12 capabilitiesShared product typeCompareNCNAVER CloudPrivateDatabricks AI and CLOVA Studio do comparable work on model training; both also serve buyers who need to serve a model in production and train or fine-tune a model; NAVER Cloud's scale not recorded.6 of 12 capabilitiesShared product typeCompareCCrusoePrivate · $10BDatabricks Model Training and Serverless Fine-Tuning do comparable work on model training; both also serve buyers who need to train or fine-tune a model; smaller scale (private).4 of 12 capabilitiesShared product typeSmaller scaleCompareKEKakao EnterprisePrivateDatabricks AI and Kubeflow do comparable work on 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.4 of 12 capabilitiesShared product typeCompareFAFiddler AIPrivate · $100M raisedAgent Bricks and Fiddler Agentic Observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; similar scale (private).3 of 12 capabilitiesShared product typeCompareDDatadogPublic · $84.9BOverlaps on agent orchestration, data analysis, evaluation and observability and 2 more; smaller scale (public).5 of 12 capabilitiesShared product typeSmaller scaleCompareTTolokaPrivateDatabricks Model Training and Toloka Train do comparable work on model training; both also serve buyers who need to train or fine-tune a model; Toloka's scale not recorded.6 of 12 capabilitiesShared product typeCompareCCCactus ComputePrivateDatabricks Model Training and Cactus Platform do comparable work on model training; both also serve buyers who need to train or fine-tune a model; Cactus Compute's scale not recorded.2 of 12 capabilitiesShared product typeCompareDDataikuPrivate · $3.7BAgent Bricks and Dataiku Agent Hub both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; smaller scale (private).7 of 12 capabilitiesShared product typeSmaller scaleCompareCClickHousePrivate · $1.1B raisedAgent Bricks and ClickStack both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; similar scale (private).4 of 12 capabilitiesShared product typeCompareLLlamaIndexPrivateDatabricks AI Search and LlamaIndex Index do comparable work on vector search; LlamaIndex's scale not recorded.4 of 12 capabilitiesShared product typeCompareVVMwareAcquiredDatabricks Model Serving and VMware Cloud Foundation Private AI Services do comparable work on model hosting; both also serve buyers who need to serve a model in production; VMware is acquired, with no independent scale.3 of 12 capabilitiesShared product typeCompareTTuringPrivate · $2.2BDatabricks Model Training and RL environments do comparable work on model training; both also serve buyers who need to train or fine-tune a model; smaller scale (private).5 of 12 capabilitiesShared product typeSmaller scaleCompareEEncordPrivateDatabricks AI Search and Encord Index do comparable work on vector search; Encord's scale not recorded.5 of 12 capabilitiesShared product typeCompareRReplicatePrivateDatabricks Model Serving and Replicate do comparable work on model hosting; both also serve buyers who need to serve a model in production; Replicate's scale not recorded.2 of 12 capabilitiesShared product typeCompareAAArthur AIPrivate · $62.7M raisedAgent Bricks and Arthur both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; similar scale (private).3 of 12 capabilitiesShared product typeCompareCCoreWeavePublic · $48.5BAgent Bricks and CoreWeave ARIA both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; smaller scale (public).4 of 12 capabilitiesShared product typeSmaller scaleCompareSSplunkAcquiredDatabricks Model Training and Splunk AI Toolkit do comparable work on model training; Splunk is acquired, with no independent scale.4 of 12 capabilitiesShared product typeCompareAAppenPublicDatabricks AI and AI Data Platform do comparable work on model training; both also serve buyers who need to train or fine-tune a model; Appen's scale not recorded.1 of 12 capabilitiesShared product typeCompareAAmazonPublic · $2.8TDatabricks AI Search and Amazon Kendra do comparable work on vector search; larger scale (public).10 of 12 capabilitiesShared product typeLarger scaleCompareCSCerebras SystemsPublic · $44.4BDatabricks Model Training and Cerebras Training Cloud do comparable work on model training; both also serve buyers who need to train or fine-tune a model; smaller scale (public).2 of 12 capabilitiesShared product typeSmaller scaleCompareALAI21 LabsPrivate · $1.4BDatabricks Model Training and AI21 Post-Training do comparable work on model training; both also serve buyers who need to train or fine-tune a model; smaller scale (private).5 of 12 capabilitiesShared product typeSmaller scaleCompareMPMeta PlatformsPublic · $1.5TDatabricks Model Serving and Meta Model API do comparable work on model hosting; both also serve buyers who need to build on a hosted model API and serve a model in production; larger scale (public).4 of 12 capabilitiesShared product typeLarger scaleCompareMMicrosoftPublic · $3.7TDatabricks AI Search and Azure AI Search do comparable work on vector search; larger scale (public).12 of 12 capabilitiesShared product typeLarger scaleCompareFFalPrivateDatabricks Model Serving and fal both serve buyers who need to build on a hosted model API and serve a model in production; Fal's scale not recorded.3 of 12 capabilitiesShared product typeCompareTTencentPublic · $510.1BDatabricks AI Search and Tencent Cloud VectorDB do comparable work on vector search; larger scale (public).8 of 12 capabilitiesShared product typeLarger scaleCompareOOraclePublic · $454.4BDatabricks AI Search and Oracle Autonomous AI Database do comparable work on vector search; larger scale (public).9 of 12 capabilitiesShared product typeLarger scaleCompareAAlphabet (Google)Public · $4.2TDatabricks Model Training and Vertex AI Workbench do comparable work on model training; both also serve buyers who need to train or fine-tune a model; larger scale (public).9 of 12 capabilitiesShared product typeLarger scaleCompareDDecartPrivate · $4BDatabricks Model Serving and Cogito do comparable work on model hosting; both also serve buyers who need to build on a hosted model API and serve a model in production; smaller scale (private).3 of 12 capabilitiesShared product typeSmaller scaleCompareRRedisPrivateDatabricks AI Search and Redis Query Engine do comparable work on vector search; Redis's scale not recorded; ships API service rather than the same layer.1 of 12 capabilitiesDifferent layerCompareEEleutherAINonprofitDatabricks Model Training and GPT-NeoX do comparable work on model training; both also serve buyers who need to train or fine-tune a model; EleutherAI is a nonprofit, with no independent scale.2 of 12 capabilitiesShared product typeCompareCCore42PrivateUnity Gateway and Core42 Compass both serve buyers who need to build on a hosted model API; Core42's scale not recorded.2 of 12 capabilitiesShared product typeCompareCCivitaiPrivate · $5.1M raisedDatabricks AI and Civitai both serve buyers who need to serve a model in production; similar scale (private).2 of 12 capabilitiesShared product typeCompareIIBMPublic · $216.6BDatabricks Model Training and IBM SPSS Modeler do comparable work on model training; both also serve buyers who need to train or fine-tune a model; similar scale (public).10 of 12 capabilitiesShared product typeCompareBBaiduPublic · $31.6BDatabricks Model Training and PaddlePaddle do comparable work on model training; both also serve buyers who need to train or fine-tune a model; smaller scale (public).5 of 12 capabilitiesShared product typeSmaller scaleCompareCAContextual AIPrivate · $100M raisedDatabricks AI Search and Contextual AI RAG Component APIs do comparable work on vector search; similar scale (private).5 of 12 capabilitiesShared product typeCompareRAResemble AIPrivateUnity Gateway and Resemble Watermarker do comparable work on guardrails and safety; Resemble AI's scale not recorded.1 of 12 capabilitiesShared product typeCompareCCoherePrivate · $7BDatabricks AI Search and Compass do comparable work on vector search; smaller scale (private).7 of 12 capabilitiesShared product typeSmaller scaleCompareTTwilioPublic · $36.5BDatabricks AI Search and Enterprise Knowledge do comparable work on vector search; smaller scale (public).5 of 12 capabilitiesShared product typeSmaller scaleCompareDTDell TechnologiesPublic · $360.7BDatabricks Model Serving and Dell Enterprise Hub do comparable work on model hosting; both also serve buyers who need to serve a model in production; similar scale (public).5 of 12 capabilitiesShared product typeCompareAAlibabaPublic · $273.4BDatabricks Model Serving and Alibaba Cloud Model Studio both serve buyers who need to build on a hosted model API and serve a model in production; similar scale (public).5 of 12 capabilitiesShared product typeCompare44ParadigmPublic · $2BDatabricks AI and 4Paradigm Sage AIOS do comparable work on model training; both also serve buyers who need to serve a model in production and train or fine-tune a model; smaller scale (public).5 of 12 capabilitiesShared product typeSmaller scaleCompareAAArize AIPrivateAgent Bricks and Arize AX both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Arize AI's scale not recorded.3 of 12 capabilitiesShared product typeCompareVVercelPrivate · $9.3BDatabricks Model Serving and Vercel AI Gateway do comparable work on model hosting; both also serve buyers who need to build on a hosted model API and serve a model in production; smaller scale (private).4 of 12 capabilitiesShared product typeSmaller scaleCompareMAMistral AIPrivate · $13.8BDatabricks Model Training and Mistral Forge do comparable work on model training; both also serve buyers who need to train or fine-tune a model; smaller scale (private).3 of 12 capabilitiesShared product typeSmaller scaleCompareKKuaishouPublic · $18.6BDatabricks AI and Vanchin do comparable work on model training; both also serve buyers who need to serve a model in production and train or fine-tune a model; smaller scale (public).3 of 12 capabilitiesShared product typeSmaller scaleCompareSASnorkel AIPrivate · $1.3BDatabricks Model Training and Snorkel Flow do comparable work on model training; both also serve buyers who need to train or fine-tune a model; smaller scale (private).2 of 12 capabilitiesShared product typeSmaller scaleCompareHHuaweiPrivateDatabricks Model Training and MindSpore do comparable work on model training; both also serve buyers who need to train or fine-tune a model; Huawei's scale not recorded.4 of 12 capabilitiesShared product typeCompareYYandexPublicDatabricks AI and Yandex DataSphere do comparable work on model training; both also serve buyers who need to serve a model in production and train or fine-tune a model; Yandex's scale not recorded.7 of 12 capabilitiesShared product typeCompareAAnthropicPrivate · $965BAI/BI and Claude for Microsoft 365 do comparable work on presentation generation; same layer and the same scale band (late-stage private).8 of 12 capabilitiesShared product typeSame scale bandCompareITInvisible TechnologiesPrivate · $144M raisedAgent Bricks and Synapse both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; similar scale (private).5 of 12 capabilitiesShared product typeCompareLALiquid AIPrivateDatabricks AI and LEAP do comparable work on model training; both also serve buyers who need to serve a model in production and train or fine-tune a model; Liquid AI's scale not recorded.2 of 12 capabilitiesShared product typeCompareLLightOnPublic · $29.6MDatabricks AI Search and LightOn API do comparable work on vector search; smaller scale (public).3 of 12 capabilitiesShared product typeSmaller scaleCompareOOpenAIPrivate · $852BAgent Bricks and OpenAI Frontier both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; same layer and the same scale band (late-stage private).6 of 12 capabilitiesShared product typeSame scale bandCompareTMThinking Machines LabPrivate · $12BDatabricks Model Training and Tinker do comparable work on model training; both also serve buyers who need to train or fine-tune a model; smaller scale (private); ships API service rather than the same layer.2 of 12 capabilitiesDifferent layerSmaller scaleCompareLLangChainPrivate · $160M raisedAgent Bricks and LangSmith both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; similar scale (private).3 of 12 capabilitiesShared product typeCompareAAMDPublic · $785.1BDatabricks Model Serving and AMD Enterprise AI Reference Stack do comparable work on model hosting; both also serve buyers who need to serve a model in production; larger scale (public).3 of 12 capabilitiesShared product typeLarger scaleCompareSSiemensPublic · $244.7BDatabricks Model Training and Rapidminer AI Studio do comparable work on model training; both also serve buyers who need to train or fine-tune a model; similar scale (public).7 of 12 capabilitiesShared product typeCompareBByteDancePrivateAgent Bricks and Coze Loop both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; ByteDance's scale not recorded.5 of 12 capabilitiesShared product typeCompareDDeepchecksAbsorbedAgent Bricks and Deepchecks LLM Evaluation both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Deepchecks is absorbed, with no independent scale.1 of 12 capabilitiesShared product typeCompareGGammaPrivate · $2.1BAI/BI and Gamma do comparable work on presentation generation; smaller scale (private).1 of 12 capabilitiesShared product typeSmaller scaleCompareOOpenRouterPrivate · $1.3BDatabricks Model Serving and OpenRouter both serve buyers who need to build on a hosted model API and serve a model in production; smaller scale (private).2 of 12 capabilitiesShared product typeSmaller scaleCompareAAdobePublic · $115.9BDatabricks AI and Adobe Firefly Custom Models do comparable work on model training; both also serve buyers who need to train or fine-tune a model; similar scale (public).8 of 12 capabilitiesShared product typeCompareLSLM StudioPrivateDatabricks Model Serving and LM Studio do comparable work on model hosting; both also serve buyers who need to serve a model in production; LM Studio's scale not recorded.3 of 12 capabilitiesShared product typeCompareAAAleph AlphaPrivate · $500M raisedDatabricks Model Serving and Pharia-1-LLM both serve buyers who need to build on a hosted model API; similar scale (private).3 of 12 capabilitiesShared product typeCompareZZoomPublic · $28.7BAI/BI and Zoom AI Productivity Suite do comparable work on presentation generation; smaller scale (public).7 of 12 capabilitiesShared product typeSmaller scaleCompareGGalileoAcquired ($68M deal)Agent Bricks and Galileo Signals both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Galileo is acquired, with no independent scale.1 of 12 capabilitiesShared product typeCompareIIntelPublic · $463.7BDatabricks AI and Intel Geti do comparable work on model training; both also serve buyers who need to serve a model in production and train or fine-tune a model; larger scale (public).2 of 12 capabilitiesShared product typeLarger scaleCompareRRunwayPrivate · $5.3BDatabricks Model Training and Runway Video Model Licensing do comparable work on model training; smaller scale (private).2 of 12 capabilitiesShared product typeSmaller scaleCompareWWorkdayPublic · $49.3BAgent Bricks and Agent System of Record both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; smaller scale (public).7 of 12 capabilitiesShared product typeSmaller scaleCompareBBraintrustPrivate · $125M raisedAgent Bricks and Braintrust both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; similar scale (private).1 of 12 capabilitiesShared product typeCompareGGitLabPublic · $8.3BDatabricks Model Serving and GitLab Duo Agent Platform Self-Hosted do comparable work on model hosting; both also serve buyers who need to serve a model in production; smaller scale (public).5 of 12 capabilitiesShared product typeSmaller scaleCompareUUpstagePrivate · $958.8MDatabricks Model Serving and Solar LLMs both serve buyers who need to build on a hosted model API; smaller scale (private).4 of 12 capabilitiesShared product typeSmaller scaleCompareLLangfuseAcquiredAgent Bricks and Langfuse both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Langfuse is acquired, with no independent scale.1 of 12 capabilitiesShared product typeCompareUUiPathPublic · $7.2BDatabricks Model Training and UiPath AI Center do comparable work on model training; smaller scale (public).6 of 12 capabilitiesShared product typeSmaller scaleCompareWWriterPrivate · $1.9BUnity Gateway and WRITER AI Studio do comparable work on guardrails and safety; smaller scale (private).5 of 12 capabilitiesShared product typeSmaller scaleCompareBFBlack Forest LabsPrivate · $3.3BDatabricks Model Training and Open Weights Licensing do comparable work on model training; both also serve buyers who need to train or fine-tune a model; smaller scale (private).1 of 12 capabilitiesShared product typeSmaller scaleCompareBBoxPublic · $4.8BDatabricks AI and Box AI do comparable work on document extraction; smaller scale (public).4 of 12 capabilitiesShared product typeSmaller scaleCompareVVectaraPrivateDatabricks AI Search and Vectara RAG-as-a-service platform do comparable work on vector search; Vectara's scale not recorded; ships API service rather than the same layer.2 of 12 capabilitiesDifferent layerCompareQQualcommPublic · $174.9BDatabricks Model Serving and Qualcomm AI Inference Suite do comparable work on model hosting; both also serve buyers who need to serve a model in production; similar scale (public).4 of 12 capabilitiesShared product typeCompareFFortinetPublic · $124.8BUnity Gateway and FortiAIGate do comparable work on guardrails and safety; similar scale (public).4 of 12 capabilitiesShared product typeCompareMAMoonshot AIPrivate · $35BDatabricks Model Serving and Kimi Open Platform both serve buyers who need to build on a hosted model API; same layer and the same scale band (late-stage private).2 of 12 capabilitiesShared product typeSame scale bandCompareHAHume AIPrivateAgent Bricks and Kairos Platform both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Hume AI's scale not recorded.2 of 12 capabilitiesShared product typeCompareZZ.ai (Zhipu AI)Public · $58.6BAI/BI and AutoGLM do comparable work on presentation generation; smaller scale (public).5 of 12 capabilitiesShared product typeSmaller scaleCompareLLindyPrivateAI/BI and Lindy do comparable work on presentation generation; Lindy's scale not recorded; ships AI agent rather than the same layer.3 of 12 capabilitiesDifferent layerCompareRReplitPrivate · $9BAI/BI and Replit Design do comparable work on presentation generation; smaller scale (private).2 of 12 capabilitiesShared product typeSmaller scaleCompareTBThe Browser CompanyPrivateAI/BI and Dia do comparable work on presentation generation; The Browser Company's scale not recorded.2 of 12 capabilitiesShared product typeCompareFFigmaPublic · $14.4BAI/BI and Figma do comparable work on presentation generation; smaller scale (public).1 of 12 capabilitiesShared product typeSmaller scaleCompareDDocusignPublic · $12.7BDatabricks AI and Docusign Iris do comparable work on document extraction; smaller scale (public).5 of 12 capabilitiesShared product typeSmaller scaleCompareRRogoPrivate · $300M raisedDatabricks AI and Rogo do comparable work on document extraction; similar scale (private).2 of 12 capabilitiesShared product typeCompareNRNous ResearchPrivate · $70M raisedUnity Gateway and Nous Portal both serve buyers who need to build on a hosted model API; similar scale (private).3 of 12 capabilitiesShared product typeCompareHHiddenLayerPrivate · $50M raisedUnity Gateway and HiddenLayer AI Discovery do comparable work on guardrails and safety; similar scale (private).2 of 12 capabilitiesShared product typeCompare

Closest alternatives are pairs a vendor page itself compares. Similar products are matched from what each product does; nothing in that group is asserted as a rivalry.

Sources

Total funding

Third-party database · 14 Aug 2026

Buy and Sell Databricks Stock, $264.90 Forge Price, Forge Global, August 14, 2026. Read via stockanalysis.com's citation for this figure on 2026-08-27.

Valuation

Press release · 13 Aug 2026

Databricks Grows >80% YoY, Surpasses $7B Revenue Run-Rate, Scales Lakebase, Genie, and Unity AI Gateway, Databricks, 2026-08-13. post-money valuation of the round dated 2026-08-13. Read via stockanalysis.com's citation for this figure on 2026-08-27.

Employees

Press release · 20 Jul 2026

Databricks — Careers at Databricks, Databricks, 2026-07-20. Read via stockanalysis.com's citation for this figure on 2026-08-27.

Founded

Wikipedia · 27 Aug 2026

Wikipedia infobox "founded" field, read 2026-08-27.

Revenue (ARR)

News reporting · 16 Jun 2026

annualised revenue of $6.9B, CNBC 2026-06-16. A run rate, not trailing-twelve-month revenue; later secondary reports put it at $7B in July 2026, which no named publication was found to carry.

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