D

Databricks

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

Partner: Palantir

Supplied by: NVIDIA

Partner: AVEVA

Partner of OpenAI

Partner of Anthropic

Partner of Alphabet (Google)

Partner of Microsoft

Partner of SAP

Partner of Amazon

Partner: Dataiku

Partner: Fiddler AI

Partner: Salesforce

Partner: UiPath

Partner: Veeva Systems

StageLate-stage

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 AI/BI

• AI/BI Dashboards Application Included with the parent

  AI/BI Dashboards provides AI-assisted authoring, data visualization and forecasting.

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 Beta

  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.

• Document Intelligence Data service Included with the parent

  Document Intelligence uses AI functions to parse, extract, and classify enterprise documents.

• Databricks Feature Store Data service Included with the parent

  Databricks Feature Store provides a governed layer for building, sharing, and serving machine learning features.

• Genie Agents AI agent Included with the parent

  Genie Agents answer natural-language data questions with SQL queries, result tables, and visualizations.

• AI Runtime Infrastructure service Included with the parent

  AI Runtime provides serverless GPU compute for training, fine-tuning and batch inference of custom models.

• Genie Code AI agent

  Autonomous AI agent for data teams inside the Databricks workspace: plans and runs multistep data engineering, data science, machine-learning and dashboard work in notebooks, the SQL editor and pipelines, grounded in Unity Catalog metadata.

• Databricks CustomerLake Application AI feature

  Agentic customer data platform embedded in Databricks: builds Customer 360 profiles with agentic identity resolution, syncs audiences to martech and adtech tools, and runs marketing agents that plan and personalise campaigns.

• Lakewatch Platform Demonstrated, not sold

  Agentic SIEM built on the Databricks security lakehouse: ingests and normalises security telemetry to OCSF, manages detections as code, and runs agents that author rules, triage alerts and hunt threats.

• Databricks AutoML Developer tool

  Automated machine learning that trains and evaluates classification, regression and forecasting models on a dataset, and writes an editable notebook with the training code for every trial.

• Managed MLflow Developer tool

  Managed MLflow on Databricks: experiment tracking, tracing, evaluation and model management for classical machine learning, deep learning, generative AI applications and agents, governed through Unity Catalog.

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 FaceLate-stageSource says 'overlaps,' not 'competes' -- weaker framing, noted verbatim.4 of 16 capabilitiesShared product typeSmaller scaleSourced competitorServe a model in productionCompareSAScale AILate-stageContrary Research's Competition section names Databricks as an ML-ecosystem competitor to Scale AI.3 of 16 capabilitiesShared product typeSmaller scaleSourced competitorTrain or fine-tune a modelComparePPeakAcquiredPeak 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 16 capabilitiesShared product typeSourced competitorAsk questions of my own dataCompare

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How this list is ranked ↗

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Weights & Biases is acquired, with no independent scale.6 of 16 capabilitiesShared product typeCompareFAFireworks AILate-stageDatabricks 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).4 of 16 capabilitiesShared product typeSmaller scaleCompareFFalUndisclosedAI 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.5 of 16 capabilitiesShared product typeCompareUUnslothUndisclosedDatabricks 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.2 of 16 capabilitiesShared product typeCompareAAmazonPublicDatabricks' own October 2024 press release announces a strategic collaboration agreement with Amazon Web Services.13 of 16 capabilitiesShared product typeLarger scaleSourced partnerCompareMModalLate-stageDatabricks 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).5 of 16 capabilitiesShared product typeSmaller scaleCompareTTolokaUndisclosedDatabricks 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.7 of 16 capabilitiesShared product typeCompareEElasticPublicLakewatch and Attack Discovery both list threat detection and response; smaller scale (public).9 of 16 capabilitiesShared product typeSmaller scaleCompareVEVolcano EngineUndisclosedDatabricks 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.6 of 16 capabilitiesShared product typeCompareOOraclePublicDatabricks 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).10 of 16 capabilitiesShared product typeLarger scaleCompareKEKakao EnterpriseUndisclosedDatabricks AI and Kubeflow both list model training; 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Guild.ai's scale not recorded.4 of 16 capabilitiesShared product typeCompareSSplunkAcquiredLakewatch and Splunk AI Assistant in Security both list threat detection and response; Splunk is acquired, with no independent scale.7 of 16 capabilitiesShared product typeCompareCCCactus ComputeUndisclosedDatabricks Model Training and Cactus Platform both list model training; both also serve buyers who need to train or fine-tune a model; Cactus Compute's scale not recorded.2 of 16 capabilitiesShared product typeCompareSSnowflakePublicDatabricks AI Search and Cortex Search both list vector search; similar scale (public).8 of 16 capabilitiesShared product typeCompareQQdrantUndisclosedDatabricks AI Search and Qdrant both list vector search; Qdrant's scale not recorded.3 of 16 capabilitiesShared product typeCompareAAlphabet (Google)PublicDatabricks' own June 2025 press release announces an expanded partnership with Google Cloud to offer Gemini models natively in Databricks.12 of 16 capabilitiesShared product typeLarger scaleSourced partnerCompareCCore42UndisclosedAI Runtime and Core42 Signature Private Cloud both list GPU cloud; 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Dust's scale not recorded.5 of 16 capabilitiesShared product typeCompareTRThomson ReutersPublicDocument Intelligence and Document Intelligence both list document extraction; both also serve buyers who need to extract facts from text; Thomson Reuters's scale not recorded.4 of 16 capabilitiesShared product typeCompareHHyperbrowserUndisclosedDocument Intelligence and Hyperbrowser Web Scraping both list document extraction; Hyperbrowser's scale not recorded.2 of 16 capabilitiesShared product typeCompareGGongUndisclosedOverlaps on data analysis, document extraction, knowledge retrieval and 1 more; Gong's scale not recorded.4 of 16 capabilitiesShared product typeCompareWWriterLate-stageDatabricks CustomerLake and WRITER Playbooks both list marketing content; smaller scale (private).6 of 16 capabilitiesShared product typeSmaller scaleCompareCHCohere HealthLate-stageOverlaps on data analysis, document extraction, knowledge retrieval and 1 more; Cohere Health's scale not recorded.4 of 16 capabilitiesShared product typeCompareLLovableLate-stageGenie Code and Lovable both list agentic coding; both also serve buyers who need to code with an AI assistant; smaller scale (private).3 of 16 capabilitiesShared product typeSmaller scaleCompareOOpenRouterLate-stageDatabricks 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).4 of 16 capabilitiesShared product typeSmaller scaleComparePPalantirPublic7 of 16 capabilitiesShared product typeLarger scaleSourced partnerCompareHHiveLate-stageDocument Intelligence and Hive OCR API both list document extraction; smaller scale (private).3 of 16 capabilitiesShared product typeSmaller scaleCompareJJetBrainsUndisclosedOverlaps on agent orchestration, agentic coding and data analysis; JetBrains's scale not recorded.3 of 16 capabilitiesShared product typeCompareSShopifyPublicDatabricks Model Training and Tangle both list model training; both also serve buyers who need to train or fine-tune a model; similar scale (public).6 of 16 capabilitiesShared product typeCompareAAtlassianPublicGenie Code and Jira Coding Agent both list agentic coding; both also serve buyers who need to code with an AI assistant; smaller scale (public).6 of 16 capabilitiesShared product typeSmaller scaleCompare

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 aggregator

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.

Stage, from 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.

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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