rank,platform,short_name,category,index_score,as_of,pillar_model_choice_15,pillar_pricing_transparency_10,pillar_security_compliance_20,pillar_data_control_20,pillar_agent_capability_20,pillar_ecosystem_market_proof_15,verified_field_coverage_pct,verified_fields,blank_fields,third_party_model_sources_scored,model_choice_tier,analyst_placement_secondary_source,vendor,vendor_source,models_first_party,models_first_party_source,models_third_party_count,models_third_party_count_source,open_weight_models,open_weight_models_source,byo_model,byo_model_source,pricing_public,pricing_public_source,starting_price_text,starting_price_text_source,pricing_unit,pricing_unit_source,soc2,soc2_source,iso27001,iso27001_source,iso42001,iso42001_source,hipaa_baa,hipaa_baa_source,fedramp,fedramp_source,gdpr_dpa,gdpr_dpa_source,no_training_on_customer_data_default,no_training_on_customer_data_default_source,data_residency_regions,data_residency_regions_source,cmk_byok,cmk_byok_source,private_networking_vpc,private_networking_vpc_source,on_prem_or_hybrid,on_prem_or_hybrid_source,air_gapped,air_gapped_source,agent_builder,agent_builder_source,mcp_support,mcp_support_source,a2a_support,a2a_support_source,multi_agent_orchestration,multi_agent_orchestration_source,evals_observability,evals_observability_source,guardrails,guardrails_source,connectors_count,connectors_count_source,gartner_or_forrester_2025_26,gartner_or_forrester_2025_26_source,g2_rating,g2_rating_source,g2_reviews,g2_reviews_source,disclosed_customers_or_revenue,disclosed_customers_or_revenue_source
1,Microsoft Foundry,Microsoft Foundry,Cloud AI build platforms,93.0,2026-11-01,15.0,10.0,20.0,17.0,20.0,11.0,93.1,27,connectors_count;g2_rating,10.0,10+,,Microsoft,https://learn.microsoft.com/en-us/azure/foundry/what-is-foundry,Y,https://devblogs.microsoft.com/foundry/whats-new-in-microsoft-foundry-build-2026/,"10,000+ catalog models; Microsoft docs name 10 third-party makers (OpenAI, Anthropic, Black Forest Labs, Cohere, DeepSeek, Meta, Mistral AI, Moonshot AI, SpaceXAI/xAI, NTT Data)",https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure,Y,https://devblogs.microsoft.com/foundry/foundry-agent-service-ga/,Y,https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/limits-quotas-regions,Full,https://azure.microsoft.com/en-us/pricing/details/microsoft-foundry/,Platform free to use and explore; features/models billed at normal rates (pay-per-token),https://azure.microsoft.com/en-us/pricing/details/microsoft-foundry/,token,https://azure.microsoft.com/en-us/pricing/details/microsoft-foundry/,Y,https://learn.microsoft.com/en-us/azure/compliance/offerings/cloud-services-in-audit-scope,Y,https://marketingassets.microsoft.com/gdc/gdce3D6vu/original,Y,https://learn.microsoft.com/en-us/compliance/regulatory/offering-iso-42001,Y,https://marketingassets.microsoft.com/gdc/gdce3D6vu/original,High,https://learn.microsoft.com/en-us/azure/azure-government/compliance/azure-services-in-fedramp-auditscope,Y,https://learn.microsoft.com/en-us/azure/foundry/responsible-ai/openai/data-privacy,Y,https://learn.microsoft.com/en-us/azure/foundry/responsible-ai/openai/data-privacy,30 Azure regions for Foundry Agent Service; data at rest stays in chosen geography,https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/limits-quotas-regions,Y,https://learn.microsoft.com/en-us/azure/foundry/concepts/customer-managed-keys,Y,https://devblogs.microsoft.com/foundry/foundry-agent-service-ga/,Y,https://learn.microsoft.com/en-us/azure/azure-sovereign-clouds/private/foundry-local/overview,,derived from on_prem_or_hybrid / private_networking_vpc / data_residency text (see their sources),Both,https://learn.microsoft.com/en-us/azure/foundry/agents/overview,Y,https://learn.microsoft.com/en-us/azure/foundry/agents/overview,Y,https://learn.microsoft.com/en-us/azure/foundry/agents/overview,Y,https://learn.microsoft.com/en-us/azure/foundry/agents/overview,Y,https://devblogs.microsoft.com/foundry/foundry-agent-service-ga/,Y,https://learn.microsoft.com/en-us/azure/foundry/agents/overview,,,Leader - Gartner MQ for AI Application Development Platforms (Nov 2025); Leader again in the Apr 2026 Midcycle Update,https://www.gartner.com/doc/reprints?id=1-2N9TARGO&ct=260430&st=sb,,https://www.g2.com/products/microsoft-foundry/reviews,0,https://www.g2.com/products/microsoft-foundry/reviews,"120,000+ Foundry customers; Foundry revenue more than tripled YoY (FY27 Q1, 2026-10-28)",https://www.microsoft.com/en-us/investor/events/fy-2027/earnings-fy-2027-q1
2,Gemini Enterprise Agent Platform (formerly Vertex AI),Google Agent Platform (Vertex AI),Cloud AI build platforms,92.0,2026-11-01,15.0,9.0,20.0,20.0,20.0,8.0,96.6,28,connectors_count,11.0,10+,,Google Cloud,https://docs.cloud.google.com/gemini-enterprise-agent-platform/overview,Y,https://docs.cloud.google.com/gemini-enterprise-agent-platform/resources/locations,"11 third-party providers via managed API (Anthropic, xAI, Mistral, AI21, Meta, DeepSeek, Z.ai, OpenAI gpt-oss, Moonshot, MiniMax, Qwen); 200+ models in Model Garden",https://docs.cloud.google.com/gemini-enterprise-agent-platform/models/partner-models/use-partner-models,Y,https://docs.cloud.google.com/gemini-enterprise-agent-platform/models/maas/use-open-models,Y,https://docs.cloud.google.com/gemini-enterprise-agent-platform/models/model-garden/deploy-models-with-custom-weights,Full,https://cloud.google.com/products/gemini-enterprise-agent-platform/pricing,Per-token by model; Agent Runtime/Sandbox billed $0.085/vCPU-hr + $0.009/GiB-hr (idle time between turns not billed),https://cloud.google.com/products/gemini-enterprise-agent-platform/pricing,token / compute,https://cloud.google.com/gemini-enterprise-agent-platform/generative-ai/pricing,Y,https://cloud.google.com/security/compliance/soc-2,Y,https://cloud.google.com/security/compliance/iso-27001,Y,https://cloud.google.com/security/compliance/iso-42001,Y,https://cloud.google.com/security/compliance/hipaa,High,https://docs.cloud.google.com/docs/security/compliance/fedramp-dod-compliance-scope,Y,https://cloud.google.com/terms/data-processing-addendum,Y,https://docs.cloud.google.com/gemini-enterprise-agent-platform/resources/zero-data-retention,"23 regions for agent infrastructure (Runtime, Sessions, Memory Bank, Gateway); jurisdictional multi-region endpoints for ML processing",https://docs.cloud.google.com/gemini-enterprise-agent-platform/resources/agent-locations,Y,https://docs.cloud.google.com/gemini-enterprise-agent-platform/machine-learning/general/vertexai-security-controls,Y,https://docs.cloud.google.com/gemini-enterprise-agent-platform/machine-learning/general/vertexai-security-controls,Y,https://cloud.google.com/blog/topics/hybrid-cloud/new-innovations-in-google-distributed-cloud,Y,derived from on_prem_or_hybrid / private_networking_vpc / data_residency text (see their sources),Both,https://cloud.google.com/blog/products/ai-machine-learning/introducing-gemini-enterprise-agent-platform,Y,https://docs.cloud.google.com/gemini-enterprise-agent-platform/govern/gateways/agent-gateway-overview,Y,https://docs.cloud.google.com/gemini-enterprise-agent-platform/build/runtime,Y,https://cloud.google.com/blog/products/ai-machine-learning/introducing-gemini-enterprise-agent-platform,Y,https://cloud.google.com/blog/products/ai-machine-learning/introducing-gemini-enterprise-agent-platform,Y,https://docs.cloud.google.com/gemini-enterprise-agent-platform/overview,,,Leader - Gartner MQ for AI Application Development Platforms (Nov 2025) and Midcycle Update (Apr 2026; highest Ability to Execute),https://cloud.google.com/blog/products/ai-machine-learning/google-named-a-leader-in-the-gartner-magic-quadrant,4.3,https://www.g2.com/products/gemini-platform/reviews,750,https://www.g2.com/products/gemini-platform/reviews,"Google Cloud Q3 2026 revenue $30.7B (+103% YoY); 1P model APIs ~32B tokens/min; 2,600+ customers used >=100B tokens on Gemini Enterprise in past 12 months (2026-10-28)",https://blog.google/company-news/inside-google/message-ceo/alphabet-earnings-q3-2026/
3,Amazon Bedrock (+ AgentCore),Amazon Bedrock,Cloud AI build platforms,89.8,2026-11-01,15.0,9.0,20.0,14.0,20.0,11.75,93.1,27,on_prem_or_hybrid;connectors_count,18.0,10+,,Amazon Web Services,https://aws.amazon.com/bedrock/,Y,https://docs.aws.amazon.com/bedrock/latest/userguide/model-cards.html,"18 providers (AI21, Anthropic, Cohere, DeepSeek, Google, Luma, Meta, MiniMax, Mistral, Moonshot, NVIDIA, OpenAI, Qwen, Stability, TwelveLabs, Writer, xAI, Z.AI); 138 model cards",https://docs.aws.amazon.com/bedrock/latest/userguide/model-cards.html,Y,https://aws.amazon.com/about-aws/whats-new/2026/09/moonshot-ai-kimi-k3-on-amazon-bedrock,Y,https://docs.aws.amazon.com/bedrock/latest/userguide/model-customization-import-model.html,Full,https://aws.amazon.com/bedrock/pricing/,"Pay-per-token on-demand, no platform fee; batch 50% cheaper; AgentCore Runtime from $0.0895/vCPU-hr + $0.00945/GB-hr, no minimums",https://aws.amazon.com/bedrock/agentcore/pricing/,token / compute,https://aws.amazon.com/bedrock/pricing/,Y,https://aws.amazon.com/bedrock/,Y,https://aws.amazon.com/compliance/iso-certified/,Y,https://aws.amazon.com/blogs/security/aws-successfully-completed-its-first-surveillance-audit-for-iso-420012023-with-no-findings/,Y,https://aws.amazon.com/bedrock/,High,https://aws.amazon.com/bedrock/,Y,https://aws.amazon.com/compliance/gdpr-center/,Y,https://aws.amazon.com/bedrock/security-compliance/,"35 regions in Bedrock endpoint table (incl. 2 GovCloud); Geo cross-Region inference profiles (US, EU, India, etc.)",https://docs.aws.amazon.com/general/latest/gr/bedrock.html,Y,https://docs.aws.amazon.com/bedrock/latest/userguide/model-customization-import-model.html,Y,https://aws.amazon.com/bedrock/security-compliance/,,,,derived from on_prem_or_hybrid / private_networking_vpc / data_residency text (see their sources),Both,https://aws.amazon.com/blogs/machine-learning/amazon-bedrock-agentcore-harness-is-now-generally-available-go-from-idea-to-production-grade-agent-in-minutes/,Y,https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/runtime-service-contract.html,Y,https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/runtime-a2a.html,Y,https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/runtime-a2a-protocol-contract.html,Y,https://aws.amazon.com/about-aws/whats-new/2026/08/bedrock-agentcore-two-new-regions/,Y,https://aws.amazon.com/bedrock/pricing/,,,Leader - Gartner MQ for AI Application Development Platforms (Nov 2025); Leader again in the Apr 2026 Midcycle Update,https://www.gartner.com/doc/reprints?id=1-2N9TARGO&ct=260430&st=sb,4.4,https://www.g2.com/products/aws-bedrock/reviews,78,https://www.g2.com/products/aws-bedrock/reviews,"More than 100,000 organizations use Bedrock (aws.amazon.com/bedrock, accessed 2026-11-01)",https://aws.amazon.com/bedrock/
4,Microsoft 365 Copilot (incl. Copilot Studio / Agent 365),Microsoft 365 Copilot,Workplace AI assistants,81.0,2026-11-01,9.0,9.0,20.0,9.0,20.0,14.0,89.7,26,models_first_party;private_networking_vpc;on_prem_or_hybrid,4.0,2-4,Y,Microsoft,https://www.microsoft.com/en-us/microsoft-365-copilot/pricing/enterprise,,,"4 families in Copilot Studio (OpenAI GPT, Anthropic Claude, Mistral, xAI Grok)",https://learn.microsoft.com/en-us/microsoft-copilot-studio/whats-new,Y,https://learn.microsoft.com/en-us/microsoft-copilot-studio/bring-your-own-model-prompts,Y,https://learn.microsoft.com/en-us/microsoft-copilot-studio/bring-your-own-model-prompts,Full,https://www.microsoft.com/en-us/microsoft-365-copilot/pricing/enterprise,"$30/user/mo paid yearly (M365 Copilot add-on, enterprise); Copilot Business $21 ($18 promo); Agent 365 $15/user/mo; M365 E7 $99/user/mo; Copilot Studio metered via Copilot Credits",https://www.microsoft.com/en-us/microsoft-365-copilot/pricing/enterprise,seat + credit,https://www.microsoft.com/en-us/microsoft-365-copilot/pricing/copilot-studio,Y,https://learn.microsoft.com/en-us/compliance/regulatory/offering-soc-2,Y,https://learn.microsoft.com/en-us/compliance/regulatory/offering-iso-27001,Y,https://www.helpnetsecurity.com/2026/05/28/microsoft-365-copilot-iso-42001-certification/,Y,https://learn.microsoft.com/en-us/compliance/regulatory/offering-hipaa-hitech,High,https://learn.microsoft.com/en-us/compliance/regulatory/offering-fedramp,Y,https://learn.microsoft.com/en-us/microsoft-365/copilot/enterprise-data-protection,Y,https://learn.microsoft.com/en-us/microsoft-365/copilot/microsoft-365-copilot-privacy,EU Data Boundary + Product Terms/ADR/Multi-Geo local-region geographies (count not stated); Anthropic models excluded from EUDB,https://learn.microsoft.com/en-us/microsoft-365/enterprise/m365-dr-service-copilot-offerings,Y,https://learn.microsoft.com/en-us/purview/customer-key-overview,,,,,,derived from on_prem_or_hybrid / private_networking_vpc / data_residency text (see their sources),Both,https://www.microsoft.com/en-us/copilot/blog/copilot-studio/new-and-improved-github-copilot-harness-agent-skills-and-richer-context/,Y,https://learn.microsoft.com/en-us/microsoft-copilot-studio/add-tools-custom-agent,Y,https://learn.microsoft.com/en-us/microsoft-copilot-studio/guidance/architecture/multi-agent-patterns,Y,https://www.microsoft.com/en-us/copilot/blog/copilot-studio/new-and-improved-multi-agent-orchestration-connected-experiences-and-faster-prompt-iteration/,Y,https://www.microsoft.com/en-us/microsoft-agent-365,Y,https://learn.microsoft.com/en-us/purview/ai-m365-copilot,"1,400+ systems of record via MCP, Power Platform connectors and Microsoft Graph (vendor-stated)",https://www.microsoft.com/en-us/microsoft-copilot/blog/copilot-studio/why-microsoft-copilot-studio-is-the-foundation-for-agentic-business-transformation,Leader - Gartner Magic Quadrant for Enterprise AI Assistants (Sep 2026); ranked #1 on Ability to Execute per press coverage,https://www.silicon.fr/data-ia-1372/assistants-ia-entreprise-magic-quadrant-2026-229224,4.3,https://www.g2.com/products/microsoft-copilot-2026-08-27/reviews,655,https://www.g2.com/products/microsoft-copilot-2026-08-27/reviews,"30M+ paid M365 Copilot seats (FY26 Q4, 2026-07-29); FY27 Q1 (2026-10-28) gave no seat update, said E7 at 'millions of paid seats'",https://www.microsoft.com/en-us/investor/events/fy-2026/earnings-fy-2026-q4
5,Salesforce Agentforce,Salesforce Agentforce,Enterprise app & agent platforms,80.0,2026-11-01,9.0,10.0,20.0,9.0,20.0,12.0,89.7,26,private_networking_vpc;on_prem_or_hybrid;connectors_count,3.0,2-4,,"Salesforce, Inc. (NYSE: CRM)",https://www.salesforce.com/agentforce/,Y,https://www.salesforce.com/news/press-releases/2026/09/15/koa-reasoning-model/,"3 (OpenAI/Azure OpenAI GPT, Anthropic Claude on Bedrock, Google Gemini on Vertex AI)",https://developer.salesforce.com/docs/ai/agentforce/guide/supported-models.html,N,https://www.salesforce.com/agentforce/koa/,Y,https://developer.salesforce.com/docs/ai/agentforce/guide/models-get-started.html,Full,https://www.salesforce.com/agentforce/pricing/,"Foundations $0; Flex Credits $500 per 100k credits (standard action = 20 credits, ~$0.10; voice action 30); $2/conversation; Agentforce User License $5/user/mo (+Flex Credits); add-ons $125/user/mo (Industries $150); Agentforce 1 / Max Edition from $550/user/mo",https://www.salesforce.com/agentforce/pricing/,credit,https://www.salesforce.com/agentforce/pricing/,Y,https://compliance.salesforce.com/,Y,https://compliance.salesforce.com/,Y,https://compliance.salesforce.com/,Y,https://www.salesforce.com/company/legal/business-associate-addendum-restrictions,High,https://help.salesforce.com/s/articleView?id=ind.government_cloud_agentforce.htm&language=en_US&type=5,Y,https://www.salesforce.com/en-us/wp-content/uploads/sites/4/documents/legal/Privacy/agentforce-privacy-FAQ.pdf,Y,https://www.salesforce.com/en-us/wp-content/uploads/sites/4/documents/legal/Privacy/agentforce-privacy-FAQ.pdf,Hyperforce in-country storage in multiple countries (Agentforce/LLM processing locations can differ; Hyperforce Operating Zone is a paid add-on),https://help.salesforce.com/s/articleView?id=000795008&language=en_US&type=1,Y,https://www.salesforce.com/platform/shield/guide/,,,,,,derived from on_prem_or_hybrid / private_networking_vpc / data_residency text (see their sources),Both,https://www.salesforce.com/news/press-releases/2024/10/29/agentforce-general-availability-announcement/,Y,https://www.salesforce.com/agentforce/resources/interoperability-guide/,Y,https://www.salesforce.com/agentforce/resources/interoperability-guide/,Y,https://www.salesforce.com/blog/3-signs-youve-outgrown-a-single-agent/,Y,https://www.salesforce.com/blog/dreamforce-2026-announcements/,Y,https://developer.salesforce.com/docs/ai/agentforce/guide/trust.html,,,"Leader - Gartner Magic Quadrant for Conversational AI Platforms (Jul 2026, first appearance)",https://www.salesforce.com/blog/salesforce-2026-gartner-magic-quadrant-conversational-ai-platforms,4.3,https://www.g2.com/products/salesforce-agentforce/reviews,1698,https://www.g2.com/products/salesforce-agentforce/reviews,"Agentforce ARR >$1.5B (+>240% Y/Y; includes Slackbot and Headless 360 from Q2 FY27); Agentforce + Data 360 ARR ~$3.9B (+>210%); 7.0B Agentic Work Units delivered to date - Q2 FY27 (quarter ended Jul 31, 2026; reported Aug 26, 2026)",https://www.sec.gov/Archives/edgar/data/1108524/000110852426000187/crm-q2fy27xexhibit991.htm
5,"Snowflake Cortex AI (Cortex Agents, AI Functions, Snowflake Intelligence)",Snowflake Cortex AI,Data & ML platforms,80.0,2026-11-01,13.0,10.0,20.0,14.0,14.5,8.5,96.6,28,multi_agent_orchestration,7.0,5-9,,Snowflake Inc. (NYSE: SNOW),https://www.sec.gov/Archives/edgar/data/1640147/000164014726000033/fy2027q2earnings.htm,Y,https://docs.snowflake.com/en/user-guide/snowflake-cortex/model-availability,"7 families (Anthropic Claude, OpenAI GPT, Google Gemini, Meta Llama, Mistral, DeepSeek, xAI Grok)",https://docs.snowflake.com/en/user-guide/snowflake-cortex/aisql,Y,https://docs.snowflake.com/en/user-guide/snowflake-cortex/aisql,Y,https://www.snowflake.com/en/legal/snowflake-ai-trust-and-safety,Full,https://docs.snowflake.com/en/user-guide/snowflake-cortex/pricing,AI Credit $2.00 (global) / $2.20 (regional) on demand; per-model token rates in Service Consumption Table,https://www.snowflake.com/legal-files/CreditConsumptionTable.pdf,AI Credits per million tokens,https://docs.snowflake.com/en/user-guide/snowflake-cortex/pricing,Y,https://trust.snowflake.com/,Y,https://trust.snowflake.com/,Y,https://trust.snowflake.com/,Y,https://docs.snowflake.com/en/user-guide/intro-editions,High,https://trust.snowflake.com/,Y,https://www.snowflake.com/en/company/overview/data-sovereignty-europe/,Y,https://www.snowflake.com/en/legal/snowflake-ai-trust-and-safety,Customer-selected cloud region (AWS/Azure/GCP); regional vs cross-region AI inference option; count not verified,https://docs.snowflake.com/en/user-guide/snowflake-cortex/pricing,Y,https://www.snowflake.com/en/company/overview/data-sovereignty-europe/,Y,https://docs.snowflake.com/en/user-guide/admin-security-privatelink,N,https://www.snowflake.com/en/product/features/openflow/,N,derived from on_prem_or_hybrid / private_networking_vpc / data_residency text (see their sources),Both,https://www.snowflake.com/en/blog/snowflake-cortex-agents-enterprise-ai-scale/,Y,https://docs.snowflake.com/en/user-guide/snowflake-cortex/cortex-agents,Partial,https://github.com/Snowflake-Labs/cortex_agent_a2a,,,Y,https://www.snowflake.com/en/blog/cortex-ai-gateway-control-plane-enterprise-ai/,Y,https://docs.snowflake.com/en/guides-overview-ai-features,'Dozens' of Openflow connectors (vendor wording; no exact count),https://www.snowflake.com/en/product/features/openflow/,"Gartner MQ AI Platforms for DSML 2026: Visionary (Gartner reprint, Jun 2026); not in Forrester Wave AI Platforms Q3 2026",https://www.gartner.com/doc/reprints?id=1-2NKKB07P&ct=260619&st=sb,4.6,https://www.g2.com/products/databricks/reviews,771,https://www.g2.com/products/databricks/reviews,"Q2 FY27 (qtr to 2026-07-31): revenue $1.55B (+35%), product revenue $1.49B (+37%), 14,554 customers, 828 >$1M TTM, NRR 126%",https://www.sec.gov/Archives/edgar/data/1640147/000164014726000033/fy2027q2earnings.htm
7,UiPath Agentic Automation (UiPath Platform),UiPath,Enterprise app & agent platforms,77.0,2026-11-01,11.0,7.0,15.0,13.0,20.0,11.0,89.7,26,gdpr_dpa;private_networking_vpc;connectors_count,4.0,2-4,,"UiPath, Inc. (NYSE: PATH)",https://www.uipath.com/platform/agentic-automation,Y,https://www.uipath.com/platform/agentic-automation/agentic-ai/ai-models,"4 (OpenAI, Anthropic, Google, Meta)",https://www.uipath.com/platform/agentic-automation/agentic-ai/ai-models,Y,https://www.uipath.com/platform/agentic-automation/agentic-ai/ai-models,Y,https://www.uipath.com/platform/agentic-automation/agentic-ai/ai-models,Partial,https://www.uipath.com/pricing,Community free; Basic from $25/mo; Standard and Enterprise contact sales,https://www.uipath.com/pricing,seat,https://www.uipath.com/pricing,Y,https://www.uipath.com/platform/agentic-automation/foundation/security-governance,Y,https://www.uipath.com/platform/agentic-automation/foundation/security-governance,Y,https://www.uipath.com/platform/agentic-automation/foundation/security-governance,Partial,https://www.uipath.com/platform/agentic-automation/foundation/security-governance,Moderate,https://www.uipath.com/platform/agentic-automation/foundation,,,N,https://www.uipath.com/pricing,8 Automation Cloud regions,https://www.uipath.com/platform/agentic-automation/foundation,Y,https://www.uipath.com/pricing,,,Y,https://www.uipath.com/product/automation-suite,Y,derived from on_prem_or_hybrid / private_networking_vpc / data_residency text (see their sources),Both,https://www.uipath.com/platform/agentic-automation/agentic-ai/ai-models,Y,https://docs.uipath.com/orchestrator/automation-cloud/latest/user-guide/about-agent-gateway,Y,https://docs.uipath.com/orchestrator/automation-cloud/latest/user-guide/about-agent-gateway,Y,https://www.uipath.com/product/maestro,Y,https://www.uipath.com/platform/agentic-automation/agentic-ai,Y,https://www.uipath.com/platform/agentic-automation/agentic-ai/ai-models,,,"Leader - Gartner MQ for Business Orchestration and Automation Technologies (Sep 14, 2026); also Leader in Gartner MQ for Intelligent Document Processing 2026 and The Forrester Wave: Adaptive Process Orchestration Software, Q3 2026",https://ir.uipath.com/news/detail/466/uipath-recognized-as-a-leader-in-the-gartner-magic-quadrant-for-business-orchestration-and-automation-technology,4.6,https://www.g2.com/products/uipath-agentic-automation/reviews,7735,https://www.g2.com/products/uipath-agentic-automation/reviews,"Q2 FY27 (quarter ended Jul 31, 2026; reported Sep 3, 2026): ARR $1.938B (+12%); revenue $410M (+13%); dollar-based net retention 109%; 2,666 customers >=$100k ARR; 387 >=$1M ARR",https://www.sec.gov/Archives/edgar/data/1734722/000173472226000047/path-2026731xex991.htm
8,IBM watsonx (watsonx.ai + Orchestrate + governance),IBM watsonx,Cloud AI build platforms,74.0,2026-11-01,13.0,6.0,17.0,7.0,20.0,11.0,89.7,26,no_training_on_customer_data_default;cmk_byok;private_networking_vpc,9.0,5-9,,IBM,https://www.ibm.com/docs/en/watsonx/saas?topic=services-regional-availability-features,Y,https://www.ibm.com/docs/en/watsonx/saas?topic=solutions-supported-foundation-models,"9 providers (Meta Llama, Mistral, OpenAI gpt-oss, DeepSeek, NVIDIA, SDAIA ALLaM, EuroLLM, Silo AI Poro, BigScience mt0)",https://www.ibm.com/docs/en/watsonx/saas?topic=services-regional-availability-features,Y,https://www.ibm.com/docs/en/watsonx/saas?topic=models-third-party-foundation,Y,https://www.ibm.com/new/announcements/bringing-your-own-custom-foundation-model-to-watsonx-ai,Partial,https://www.ibm.com/products/watsonx-orchestrate,"watsonx.ai per-token (e.g., Granite 4 H Small $0.0636/1M input tokens); Orchestrate Essentials from $530/month, Standard from $6,360/month",https://www.ibm.com/products/watsonx-ai/pricing,token / subscription,https://www.ibm.com/products/watsonx-orchestrate,Y,https://www.ibm.com/docs/en/watsonx/saas?topic=services-regional-availability-features,Y,https://www.ibm.com/docs/en/watsonx/saas?topic=services-regional-availability-features,Partial,https://www.ibm.com/new/announcements/ibm-granite-iso-42001,Y,https://www.ibm.com/docs/en/watsonx/saas?topic=cloud-security-policies-responsibilities-in,Moderate,https://www.fedramp.gov/marketplace/products/FR2524349489/,Y,https://www.ibm.com/support/customer/csol/terms/?id=DPA,,,"8 commercial: Dallas, Frankfurt, London, Tokyo, Sydney, Toronto (IBM Cloud) + Mumbai, N. Virginia (AWS); plus AWS GovCloud",https://www.ibm.com/docs/en/watsonx/saas?topic=services-regional-availability-features,,,,,Y,https://www.ibm.com/docs/en/watsonx/saas?topic=model-foundation-deployment-methods,,derived from on_prem_or_hybrid / private_networking_vpc / data_residency text (see their sources),Both,https://www.ibm.com/products/watsonx-orchestrate,Y,https://www.ibm.com/docs/en/watsonx/watson-orchestrate/base?topic=designing-discovering-catalog,Y,https://www.ibm.com/docs/en/watsonx/watson-orchestrate/base?topic=agents-orchestrating,Y,https://www.ibm.com/docs/en/watsonx/watson-orchestrate/base?topic=agents-orchestrating,Y,https://www.ibm.com/docs/en/watsonx/saas?topic=services-regional-availability-features,Y,https://www.ibm.com/docs/en/watsonx/saas?topic=services-regional-availability-features,80+ enterprise app integrations; 150+ agents and prebuilt tools in Agent Catalog (as announced 2025),https://newsroom.ibm.com/2025-05-06-ibm-accelerates-enterprise-gen-ai-revolution-with-hybrid-capabilities,Leader - Gartner MQ for AI Application Development Platforms (Nov 2025); Leader again in the Apr 2026 Midcycle Update,https://www.gartner.com/doc/reprints?id=1-2N9TARGO&ct=260430&st=sb,4.4,https://www.g2.com/products/ibm-watsonx-ai/reviews,162,https://www.g2.com/products/ibm-watsonx-ai/reviews,"Generative AI book of business >$12.5B inception-to-date (Q4 2025, reported 2026-01-28; metric discontinued from Q1 2026)",https://newsroom.ibm.com/2026-01-28-IBM-RELEASES-FOURTH-QUARTER-RESULTS
9,Databricks Data Intelligence Platform (Mosaic AI / Agent Bricks),Databricks,Data & ML platforms,72.5,2026-11-01,11.0,6.0,14.0,12.0,17.5,12.0,93.1,27,gdpr_dpa;on_prem_or_hybrid,9.0,5-9,,"Databricks, Inc. (private)",https://www.databricks.com/company/newsroom/press-releases/databricks-grows-80-yoy-surpasses-7b-revenue-run-rate-scales,N,https://www.databricks.com/trust/responsibleAI,"11 LLM families (GPT, gpt-oss, Gemini, Gemma, Claude, Llama, Qwen, Grok, GLM, Kimi, DeepSeek) + GTE/BGE embeddings",https://docs.databricks.com/aws/en/machine-learning/foundation-model-apis/supported-models,Y,https://docs.databricks.com/aws/en/machine-learning/foundation-model-apis/supported-models,Y,https://docs.databricks.com/aws/en/machine-learning/foundation-model-apis/supported-models,Full,https://www.databricks.com/product/pricing/agent-bricks,Usage-based at underlying product rates; no separate fee for Agent Bricks build tooling,https://www.databricks.com/product/pricing/agent-bricks,DBU (per-second) / per-token for Foundation Model APIs,https://www.databricks.com/product/pricing/agent-bricks,Y,https://www.databricks.com/legal/security-addendum,Y,https://www.databricks.com/legal/security-addendum,N,https://community.databricks.com/t5/technical-blog/essential-certifications-for-automotive-companies-in-data-and-ai/ba-p/134855,Y,https://www.databricks.com/legal/security-addendum,High,https://docs.databricks.com/aws/en/security/privacy/fedramp-high,,,Y,https://docs.databricks.com/aws/en/machine-learning/model-serving,Databricks Geos (Foundation Model APIs are a Designated Service bound to Geos); region count not verified,https://docs.databricks.com/aws/en/machine-learning/model-serving,Y,https://docs.databricks.com/aws/en/security/keys/customer-managed-keys,Y,https://docs.databricks.com/aws/en/security/network/concepts/privatelink-concepts,,,,derived from on_prem_or_hybrid / private_networking_vpc / data_residency text (see their sources),Pro-code,https://docs.databricks.com/aws/en/agents/concepts/faq,Y,https://www.databricks.com/product/artificial-intelligence/agent-bricks,Partial,https://community.databricks.com/t5/technical-blog/how-to-deploy-agent-to-agent-a2a-protocol-on-databricks-apps-gt/ba-p/134213,Y,https://answers.databricks.com/agent-harnesses-support-agent-agent-communication,Y,https://docs.databricks.com/aws/en/agents/concepts/faq,Y,https://www.databricks.com/blog/agent-bricks-dais-2026,100+ managed Lakeflow Connect connectors,https://www.databricks.com/blog/lakeflow-new-era-agentic-data-engineering,"Gartner MQ AI Platforms for DSML 2026: Leader (highest Execution, furthest Vision); Forrester Wave AI Platforms Q3 2026: Strong Performer",https://www.databricks.com/blog/databricks-positioned-highest-execution-and-furthest-vision-second-consecutive-year-gartner,4.6,https://www.g2.com/products/databricks/reviews,1401,https://www.g2.com/products/databricks/reviews,">$7B revenue run-rate, >80% YoY; 1,000+ customers >$1M and 100+ >$10M run-rate; $190B valuation (2026-08-13)",https://www.databricks.com/company/newsroom/press-releases/databricks-grows-80-yoy-surpasses-7b-revenue-run-rate-scales
9,Gemini Enterprise,Gemini Enterprise,Workplace AI assistants,72.5,2026-11-01,5.5,6.0,16.0,14.0,20.0,11.0,93.1,27,iso42001;on_prem_or_hybrid,1.0,1,,Google,https://cloud.google.com/gemini-enterprise,Y,https://docs.cloud.google.com/gemini/enterprise/docs/manage-web-app-features,"1 family in app (Anthropic Claude Opus 5.5, Sonnet 5.5; GA 2026-10-15, pay-as-you-go)",https://docs.cloud.google.com/gemini/enterprise/docs/release-notes,N,https://docs.cloud.google.com/gemini/enterprise/docs/manage-web-app-features,Partial,https://cloud.google.com/gemini-enterprise,Partial,https://gemini.google/subscriptions,Business edition from $21/seat/mo (up to 300 seats); Standard/Plus from $30/seat/mo (contact sales); pay-as-you-go edition and overage at usage rates,https://gemini.google/subscriptions,seat (+ pay-as-you-go consumption),https://docs.cloud.google.com/gemini/enterprise/docs/quotas-and-pay-as-you-go-usage,Y,https://docs.cloud.google.com/gemini/enterprise/docs/compliance-security-controls,Y,https://docs.cloud.google.com/gemini/enterprise/docs/compliance-security-controls,,,Y,https://docs.cloud.google.com/gemini/enterprise/docs/compliance-security-controls,High,https://docs.cloud.google.com/gemini/enterprise/docs/compliance-security-controls,Y,https://cloud.google.com/terms/data-processing-addendum,Y,https://cloud.google.com/gemini-enterprise,"8 (us, eu multi-regions; in-country br, ca, in, jp, sg, uk via allowlist)",https://docs.cloud.google.com/gemini/enterprise/docs/locations,Y,https://docs.cloud.google.com/gemini/enterprise/docs/locations,Y,https://docs.cloud.google.com/gemini/enterprise/docs/use-vpc-service-controls,,,,derived from on_prem_or_hybrid / private_networking_vpc / data_residency text (see their sources),Both,https://cloud.google.com/blog/products/ai-machine-learning/the-new-gemini-enterprise-one-platform-for-agent-development,Y,https://docs.cloud.google.com/gemini/enterprise/docs/connectors/introduction-to-connectors-and-data-stores,Y,https://cloud.google.com/gemini-enterprise/faq,Y,https://cloud.google.com/blog/topics/partners/partners-powering-the-gemini-enterprise-agent-ecosystem,Y,https://docs.cloud.google.com/gemini-enterprise-agent-platform,Y,https://docs.cloud.google.com/gemini/enterprise/docs/locations,100+ supported integrations (vendor-stated),https://cloud.google.com/gemini-enterprise,Leader - Gartner Magic Quadrant for Enterprise AI Assistants (Sep 2026); Leader - Forrester Wave AI Platforms Q3 2026 (platform-level),https://cloud.google.com/blog/products/ai-machine-learning/google-is-a-leader-in-2026-gartner-magic-quadrant-for-enterprise-ai-assistants,4.6,https://www.g2.com/products/google-gemini-enterprise/reviews,27,https://www.g2.com/products/google-gemini-enterprise/reviews,"Nearly 90% of Fortune 100 use Gemini Enterprise; 2,600+ customers used >=100B tokens in past 12 months; 100M+ knowledge-work seats sold across all Google AI services (Q3 2026 call, 2026-10-28)",https://abc.xyz/investor/events/event-details/2026/2026-Q3-Earnings-Call-2026-Ujou16CTw9/
11,"Dataiku (Platform for AI Success: LLM Mesh, Agent Hub, Cobuild)",Dataiku,Data & ML platforms,70.5,2026-11-01,13.0,0.0,14.0,13.0,20.0,10.5,82.8,24,pricing_unit;fedramp;no_training_on_customer_data_default;cmk_byok;connectors_count,14.0,10+,,Dataiku (private),https://www.dataiku.com/llms.txt,N,https://doc.dataiku.com/dss/latest/generative-ai/llm-connections.html,"14 hosted LLM connection types (Anthropic, Bedrock, SageMaker, Microsoft Foundry, Azure OpenAI, Azure LLM, Cohere, Databricks Mosaic AI, Vertex, Mistral, NVIDIA NIM, OpenAI, Snowflake Cortex, Stability AI) + local Hugging Face — provider count, not families",https://doc.dataiku.com/dss/latest/generative-ai/llm-connections.html,Y,https://doc.dataiku.com/dss/latest/generative-ai/llm-connections.html,Y,https://doc.dataiku.com/dss/latest/generative-ai/llm-connections.html,Quote-only,https://www.dataiku.com/llms.txt,No public list pricing; 14-day free trial,https://www.dataiku.com/llms.txt,,,Y,https://www.dataiku.com/legal/trust,Y,https://www.dataiku.com/legal/trust,Y,https://www.dataiku.com/legal/trust,Partial,https://www.dataiku.com/legal/trust,,,Y,https://www.dataiku.com/legal/dataiku-cloud/data-processing-addendum,,,Dataiku Cloud: customer chooses storage region; self-managed: customer infrastructure,https://www.dataiku.com/legal/trust,,,Y,https://knowledge.dataiku.com/latest/cloud-security/how-to-aws-privatelink.html,Y,https://www.dataiku.com/llms.txt,Y,derived from on_prem_or_hybrid / private_networking_vpc / data_residency text (see their sources),Both,https://doc.dataiku.com/dss/latest/agents/introduction.html,Y,https://doc.dataiku.com/dss/latest/agents/mcp-server.html,Y,https://doc.dataiku.com/dss/latest/agents/a2a.html,Y,https://doc.dataiku.com/dss/latest/agents/conversational-interfaces/agent-hub.html,Y,https://www.dataiku.com/llms.txt,Y,https://www.dataiku.com/llms.txt,,,Gartner MQ AI Platforms for DSML 2026: Leader (5th consecutive year); Forrester Wave AI Platforms Q3 2026: Strong Performer,https://www.dataiku.com/llms.txt,4.4,https://www.g2.com/products/dataiku/reviews,267,https://www.g2.com/products/dataiku/reviews,">$350M ARR; 750+ customers; 1,250+ employees (vendor llms.txt, read 2026-11-01; figure undated)",https://www.dataiku.com/llms.txt
12,Glean,Glean,Workplace AI assistants,64.5,2026-11-01,9.0,0.0,16.0,10.5,18.5,10.5,96.6,28,cmk_byok,4.0,2-4,Y,Glean Technologies,https://www.glean.com/about/glean-story,N,https://docs.glean.com/administration/llms,"4 provider families (OpenAI GPT, Google Gemini, Anthropic Claude, Amazon Nova) + open models",https://docs.glean.com/administration/llms,Y,https://docs.glean.com/administration/llms,Y,https://docs.glean.com/administration/assistant/configuration/byok,Quote-only,https://docs.glean.com/glean-core-suite-pricing,Not published; seat fee plus Model Hub usage,https://docs.glean.com/glean-core-suite-pricing,seat + usage,https://docs.glean.com/glean-core-suite-pricing,Y,https://trust.glean.com/compliance,Y,https://trust.glean.com/compliance,Y,https://trust.glean.com/compliance,Y,https://trust.glean.com/compliance,None,https://trust.glean.com/compliance,Y,https://trust.glean.com/compliance,Y,https://docs.glean.com/administration/protect/overview,Regional data residency (regions not enumerated),https://docs.glean.com/administration/protect/overview,,,Y,https://docs.glean.com/administration/protect/overview,Partial,https://docs.glean.com/administration/protect/overview,,derived from on_prem_or_hybrid / private_networking_vpc / data_residency text (see their sources),Both,https://developers.glean.com/guides/agents/overview,Y,https://docs.glean.com/administration/tools/connect-remote-mcp-servers-to-glean,Y,https://docs.glean.com/administration/platform/a2a-server,Y,https://docs.glean.com/release-notes/releases/2026-07-29-july-release,Partial,https://docs.glean.com/glean-core-suite-pricing,Y,https://docs.glean.com/glean-core-suite-pricing,275+ out-of-the-box connectors (vendor-stated),https://www.g2.com/products/glean-technologies-glean/reviews,Challenger - Gartner Magic Quadrant for Enterprise AI Assistants (Sep 2026); Market Shaper - Gartner eMQ No-Code Agent Builders (Jun 2026),https://softprom.com/gartner-magic-quadrant-for-enterprise-ai-assistants-2026-google-and-openai-named-leaders-aws-challenger,4.7,https://www.g2.com/products/glean-technologies-glean/reviews,337,https://www.g2.com/products/glean-technologies-glean/reviews,">$350M ARR (company 'Our story' page, Nov 2026); $300M ARR announced 2026-05-28; Fortune 500 customers nearly doubled YoY",https://www.glean.com/about/glean-story
13,H2O AI Cloud: Enterprise h2oGPTe + H2O AI Super Agent (+ Driverless AI),H2O.ai,Data & ML platforms,64.0,2026-11-01,13.0,0.0,14.0,13.0,20.0,4.0,75.9,22,pricing_public;starting_price_text;pricing_unit;iso42001;no_training_on_customer_data_default;cmk_byok;connectors_count,5.0,5-9,,H2O.ai (private),https://h2o.ai/products/h2ogpte,Y,https://h2o.ai/platform/generative,"Provider connections: OpenAI, Anthropic, Bedrock, Azure OpenAI, Databricks, vLLM/self-hosted — families not counted",https://h2o.ai/products/h2ogpte,Y,https://h2o.ai/platform/generative,Y,https://h2o.ai/products/h2ogpte,,,,,,,Y,https://trust.h2o.ai/,Y,https://trust.h2o.ai/,,,Partial,https://h2o.ai/platform/ai-cloud/managed/,High,https://www.fedramp.gov/marketplace/products/FR2521554684/,Y,https://trust.h2o.ai/,,,Managed Cloud: single-tenant in region of customer's choice (AWS/Azure/GCP); 'regional data residency by default' (v26.10),https://h2o.ai/products/h2ogpte,,,Y,https://h2o.ai/products/h2ogpte,Y,https://h2o.ai/products/h2ogpte,Y,derived from on_prem_or_hybrid / private_networking_vpc / data_residency text (see their sources),Both,https://docs.h2o.ai/enterprise-h2ogpte/guide/agents,Y,https://docs.h2o.ai/enterprise-h2ogpte/changelog/v1.7.0,Y,https://docs.h2o.ai/enterprise-h2ogpte/guide/agents/agent-builder/a2a-protocol,Y,https://h2o.ai/products/h2ogpte,Y,https://h2o.ai/products/h2ogpte,Y,https://docs.h2o.ai/enterprise-h2ogpte/changelog/v1.7.5,,,Gartner MQ AI Platforms for DSML 2026: Visionary (4th consecutive year); not in Forrester Wave AI Platforms Q3 2026,https://h2o.ai/blog/2026/h2oai-recognized-as-a-visionary-in-2026-gartner-magic-quadrant,4.3,https://www.g2.com/sellers/h2o-ai,44,https://www.g2.com/sellers/h2o-ai,$256M total funding raised; AT&T deploying H2O AI Super Agent (2026-07-14),https://h2o.ai/company/press-media/2026/h20-ai-super-agent-is-added-by-att-to-power-enterprise-agentic-ai/
14,ServiceNow AI Platform (Now Assist / AI Agents),ServiceNow AI Platform,Enterprise app & agent platforms,63.5,2026-11-01,9.0,0.0,14.0,7.0,20.0,13.5,82.8,24,open_weight_models;hipaa_baa;gdpr_dpa;private_networking_vpc;on_prem_or_hybrid,3.0,2-4,,"ServiceNow, Inc. (NYSE: NOW)",https://www.servicenow.com/platform.html,Y,https://support.servicenow.com/kb?id=kb_article_view&sysparm_article=KB2222333,"3 (Azure OpenAI, Google Gemini, Anthropic Claude on AWS)",https://support.servicenow.com/kb?id=kb_article_view&sysparm_article=KB2222333,,,Y,https://support.servicenow.com/kb?id=kb_article_view&sysparm_article=KB2222333,Quote-only,https://www.servicenow.com/content/dam/servicenow-assets/public/en-us/doc-type/legal/sn-assist-overview.pdf,"No list prices; AI bundled into Foundation/Advanced/Prime tiers and metered in 'assists' (rate card effective Aug 24, 2026: agentic workflows 25 / 50 / 150 assists for small / medium / large); Prime needed to build or significantly modify custom AI agents",https://www.servicenow.com/content/dam/servicenow-assets/public/en-us/doc-type/legal/sn-assist-overview.pdf,credit (assists) on top of seat-based tiers,https://www.servicenow.com/content/dam/servicenow-assets/public/en-us/doc-type/legal/sn-assist-overview.pdf,Y,https://www.servicenow.com/company/trust/compliance.html,Y,https://www.servicenow.com/company/trust/compliance.html,Y,https://www.servicenow.com/company/trust/compliance.html,,,High,https://www.servicenow.com/company/trust/compliance.html,,,Partial,https://trust.servicenow.com/,In-country / in-region AI processing options (exact region count not stated),https://support.servicenow.com/kb?id=kb_article_view&sysparm_article=KB2222333,Y,https://www.servicenow.com/docs/r/zurich/platform-security/cloud-encryption/dare-overview.html,,,,,,derived from on_prem_or_hybrid / private_networking_vpc / data_residency text (see their sources),Both,https://support.servicenow.com/kb?id=kb_article_view&sysparm_article=KBB0010929,Y,https://support.servicenow.com/kb?id=kb_article_view&sysparm_article=KBB0010929,Y,https://support.servicenow.com/kb?id=kb_article_view&sysparm_article=KBB0010929,Y,https://newsroom.servicenow.com/press-releases/details/2025/ServiceNows-latest-platform-release-adds-to-thousands-of-AI-agents-across-CRM-HR-IT-and-more-for-faster-smarter-workflows-and-maximum-business-impact-03-12-2025-traffic/default.aspx,Y,https://www.servicenow.com/workflow/news/leader-gartner-boat-magic-quadrant.html,Y,https://trust.servicenow.com/,220+ Integration Hub spokes (out-of-the-box),https://www.servicenow.com/content/dam/servicenow-assets/public/en-us/doc-type/data-sheet/ds-integrationhub.pdf,"Leader - Gartner MQ for AI Applications in IT Service Management (Aug 17, 2026; 3rd year); also Leader, Gartner MQ for Business Orchestration and Automation Technologies (2026)",https://www.servicenow.com/thank-you/lpayr/gartner-mq-ai-applications-itsm.html,4.3,https://www.g2.com/products/servicenow-ai-agents/reviews,508,https://www.g2.com/products/servicenow-ai-agents/reviews,"Q3 2026 (reported Oct 28, 2026): subscription revenue $3,988M (+21%); AI net new ACV +65% Y/Y; 2026 AI net new ACV target raised to $1.7B; agentic AI consumption in production up >13x YTD; 680 customers >$5M ACV",https://www.sec.gov/Archives/edgar/data/1373715/000137371526000092/erq3fy26.htm
15,DataRobot Agent Workforce Platform,DataRobot,Data & ML platforms,62.8,2026-11-01,11.0,0.0,13.0,13.0,19.0,6.75,72.4,21,models_first_party;pricing_public;starting_price_text;pricing_unit;no_training_on_customer_data_default;cmk_byok;connectors_count;disclosed_customers_or_revenue,6.0,5-9,,"DataRobot, Inc. (private)",https://trust.datarobot.com/,,,"LLM gateway via 6 hosting providers (Amazon Bedrock, Azure OpenAI, Google Gemini Enterprise Agent Platform, Anthropic, Cerebras, TogetherAI) — provider count, families not counted",https://docs.datarobot.com/en/docs/reference/gen-ai-ref/llm-availability.html,Y,https://www.datarobot.com/newsroom/press/datarobot-gives-enterprises-full-control-over-where-and-how-their-ai-runs/,Y,https://www.datarobot.com/newsroom/press/datarobot-gives-enterprises-full-control-over-where-and-how-their-ai-runs/,,,,,,,Y,https://trust.datarobot.com/,Y,https://trust.datarobot.com/,N,https://trust.datarobot.com/,Y,https://www.datarobot.com/trustcenter/,In process,https://www.fedramp.gov/marketplace/products/FR2625055623/,Y,https://www.datarobot.com/trustcenter/,,,'Dozens of cloud provider locations' selectable for sovereignty,https://www.datarobot.com/trustcenter/,,,Y,https://www.datarobot.com/trustcenter/,Y,https://www.datarobot.com/newsroom/press/datarobot-gives-enterprises-full-control-over-where-and-how-their-ai-runs/,Y,derived from on_prem_or_hybrid / private_networking_vpc / data_residency text (see their sources),Pro-code,https://docs.datarobot.com/latest/en/docs/agentic-ai/agentic-develop/agentic-llm-providers.html,Y,https://www.datarobot.com/blog/datarobot-agent-skills-are-now-discoverable-through-agentic-resource-discovery,Y,https://docs.datarobot.com/en/docs/api/dev-learning/python/mlops/a2a.html,Y,https://docs.datarobot.com/latest/en/docs/release/archive-release-notes/v11.7.x.html,Y,https://docs.datarobot.com/en/docs/agentic-ai/agentic-deploy/agentic-configure-evaluation-moderation.html,Y,https://docs.datarobot.com/en/docs/agentic-ai/agentic-deploy/agentic-configure-evaluation-moderation.html,,,Gartner MQ AI Platforms for DSML 2026: Leader (3rd consecutive); Forrester Wave AI Platforms Q3 2026: Strong Performer,https://www.datarobot.com/newsroom/press/a-3x-leader-for-the-agentic-era-datarobot-named-a-leader-again-in-the-gartner-magic-quadrant-for-data-science-and-machine-learning-platforms/,4.4,https://www.g2.com/products/datarobot/reviews,55,https://www.g2.com/products/datarobot/reviews,,
16,ChatGPT Enterprise,ChatGPT Enterprise,Workplace AI assistants,62.0,2026-11-01,2.0,3.0,19.0,12.5,10.5,15.0,93.1,27,a2a_support;multi_agent_orchestration,0.0,0 (first-party only),,OpenAI,https://openai.com/business/chatgpt-pricing/,Y,https://openai.com/business/chatgpt-pricing/,0,https://openai.com/business/chatgpt-pricing/,N,https://openai.com/business/chatgpt-pricing/,N,https://openai.com/business/chatgpt-pricing/,Quote-only,https://openai.com/business/chatgpt-pricing/,Enterprise: custom pricing (credit- or token-based agreements). Reference tier ChatGPT Business: $20/user/mo annual ($25 monthly) Standard seat; $100/$125 Premium seat; 2-200 seats,https://openai.com/business/chatgpt-pricing/,seat + credit/token (contract),https://openai.com/business/chatgpt-pricing/,Y,https://openai.com/business/chatgpt-pricing/,Y,https://openai.com/product-compliance-status,Y,https://trust.openai.com/,Y,https://help.openai.com/en/articles/20001069-hipaa-eligible-products-and-functionality,Moderate,https://openai.com/index/openai-available-at-fedramp-moderate/,Y,https://openai.com/enterprise-privacy/,Y,https://openai.com/business/chatgpt-pricing/,"10 (US, EU, UK, JP, CA, KR, SG, IN, AU, UAE)",https://openai.com/business/chatgpt-pricing/,Y,https://openai.com/business/chatgpt-pricing/,Partial,https://openai.com/business/chatgpt-pricing/,N,https://openai.com/business/chatgpt-pricing/,N,derived from on_prem_or_hybrid / private_networking_vpc / data_residency text (see their sources),Low-code,https://help.openai.com/en/articles/12584461-developer-mode-and-mcp-apps-in-chatgpt,Y,https://help.openai.com/en/articles/12584461-developer-mode-and-mcp-apps-in-chatgpt,,,,,Partial,https://openai.com/business/chatgpt-pricing/,Y,https://help.openai.com/en/articles/12584461-developer-mode-and-mcp-apps-in-chatgpt,"2,000+ plugins (vendor-stated)",https://openai.com/business/learn/gartner-2026-enterprise-ai-assistants-leader,Leader - Gartner Magic Quadrant for Enterprise AI Assistants (Sep 2026); #1 Agentic Workflows use case in Critical Capabilities,https://openai.com/business/learn/gartner-2026-enterprise-ai-assistants-leader,4.6,https://www.g2.com/products/chatgpt/reviews,3882,https://www.g2.com/products/chatgpt/reviews,>1B weekly active users and 2.5M businesses (2026-10-28); 9M+ paying business users (2026-02-27),https://openai.com/index/the-work-now-within-reach/
17,Claude Enterprise,Claude Enterprise,Workplace AI assistants,61.0,2026-11-01,2.0,9.0,17.0,9.5,10.5,13.0,93.1,27,a2a_support;multi_agent_orchestration,0.0,0 (first-party only),Y,Anthropic,https://claude.com/pricing,Y,https://claude.com/pricing,0,https://claude.com/pricing,N,https://claude.com/pricing,N,https://claude.com/pricing,Full,https://claude.com/pricing,"$20/seat/mo billed annually, 20-seat minimum self-serve (50 sales-assisted), plus all usage at API rates (e.g., Opus 5.5 $4/$20 per MTok in/out)",https://claude.com/pricing,seat + token,https://support.claude.com/en/articles/9797531-what-is-the-enterprise-plan,Y,https://trust.anthropic.com/,Y,https://trust.anthropic.com/,Y,https://trust.anthropic.com/,Y,https://support.claude.com/en/articles/9797531-what-is-the-enterprise-plan,In process,https://www.anthropic.com/news/expanding-partnership-gsa,Y,https://www.anthropic.com/legal/data-processing-addendum,Y,https://claude.com/pricing,1 (US-only inference option),https://support.claude.com/en/articles/9797531-what-is-the-enterprise-plan,Y,https://support.claude.com/en/articles/9797531-what-is-the-enterprise-plan,Partial,https://claude.com/pricing,N,https://claude.com/resources/articles/unified-claude-enterprise,N,derived from on_prem_or_hybrid / private_networking_vpc / data_residency text (see their sources),Low-code,https://claude.com/resources/articles/unified-claude-enterprise,Y,https://support.claude.com/en/articles/11176164-use-connectors-to-extend-claude-s-capabilities,,,,,Partial,https://support.claude.com/en/articles/9797531-what-is-the-enterprise-plan,Y,https://claude.com/pricing,"2,000+ connectors and plugins in Claude Marketplace (vendor-stated)",https://claude.com/resources/articles/claude-marketplace,Leader - Gartner Magic Quadrant for Enterprise AI Assistants (Sep 2026); ranked #1 on Completeness of Vision per press coverage,https://softprom.com/gartner-magic-quadrant-for-enterprise-ai-assistants-2026-google-and-openai-named-leaders-aws-challenger,4.7,https://www.g2.com/products/claude/reviews,1092,https://www.g2.com/products/claude/reviews,"S-1 (as of 2026-09-30): 11,900+ customers >=$100K and 1,900+ >=$1M TTM; ~250 >=$10M; run-rate revenue crossed $47B (May 2026)",https://www.sec.gov/Archives/edgar/data/2130357/000162828026067168/anthropicpbc-sx1.htm
18,OCI Generative AI / OCI Enterprise AI,Oracle OCI Generative AI,Cloud AI build platforms,60.5,2026-11-01,11.0,8.0,10.0,14.0,16.5,1.0,79.3,23,soc2;iso27001;hipaa_baa;cmk_byok;connectors_count;g2_rating,5.0,5-9,,Oracle,https://docs.oracle.com/en-us/iaas/Content/generative-ai/overview.htm,N,https://www.oracle.com/artificial-intelligence/enterprise-ai/features/,"5 providers pretrained (Cohere, Google, Meta, OpenAI, xAI); plus importable families (Qwen, DeepSeek, Gemma, Llama, Phi, MiniMax, etc.)",http://docs.oracle.com/en-us/iaas/Content/generative-ai/pretrained-models.htm,Y,http://docs.oracle.com/en-us/iaas/Content/generative-ai/pretrained-models.htm,Y,https://docs.oracle.com/en-us/iaas/Content/generative-ai/imported-models.htm,Full,https://www.oracle.com/cloud/price-list/,"On-demand per 1M tokens (Google, xAI, OpenAI gpt-oss) or per 10,000 characters (Cohere, Meta); dedicated AI clusters per AI-unit-hour, 744 unit-hour minimum for hosting",https://docs.oracle.com/en-us/iaas/Content/generative-ai/pay-dedicated.htm,token / character / compute,https://docs.oracle.com/en-us/iaas/Content/generative-ai/calculate-cost.htm,,,,,Y,https://docs.oracle.com/cd/G55130_01/trans/G22516-25/questions-and-answers.pdf,,,High,https://blogs.oracle.com/cloud-infrastructure/oci-adds-new-authorized-services-us-government,Y,https://www.oracle.com/corporate/contracts/cloud-services/contracts.html,Y,https://blogs.oracle.com/ai-and-datascience/oci-generative-ai-adds-cohere-command-a-models,11 commercial regions with local model processing + UK Gov South + EU Sovereign Frankfurt (+ US Gov/DoD per FedRAMP release),https://docs.oracle.com/en-us/iaas/Content/generative-ai/regions.htm,,,Y,https://docs.oracle.com/en-us/iaas/Content/generative-ai/private-endpoint.htm,Y,https://blogs.oracle.com/cloud-infrastructure/enterprise-ai-oci-dedicated-cloud,,derived from on_prem_or_hybrid / private_networking_vpc / data_residency text (see their sources),Both,https://blogs.oracle.com/ai-and-datascience/announcing-oci-enterprise-ai-ga,Y,https://blogs.oracle.com/ai-and-datascience/announcing-oci-enterprise-ai-ga,Y,https://blogs.oracle.com/ai-and-datascience/announcing-oci-enterprise-ai-ga,Partial,https://blogs.oracle.com/ai-and-datascience/announcing-oci-enterprise-ai-ga,Partial,https://blogs.oracle.com/ai-and-datascience/announcing-oci-enterprise-ai-ga,Y,https://docs.oracle.com/en-us/iaas/Content/generative-ai/governance.htm,,,None found (not in Gartner MQ for AI Application Development Platforms 2025),https://www.gartner.com/en/documents/7188230,,https://www.g2.com/products/oci-enterprise-ai/reviews,0,https://www.g2.com/products/oci-enterprise-ai/reviews,"OCI (IaaS) revenue $7.4B, +121% YoY; RPO $664B (Q1 FY27, 2026-09-10); no Gen AI-specific customer count",https://www.oracle.com/news/announcement/q1fy27-earnings-release-2026-09-10
19,Palantir AIP (Artificial Intelligence Platform),Palantir AIP,Data & ML platforms,60.0,2026-11-01,11.0,0.0,16.0,7.0,17.0,9.0,69.0,20,pricing_public;starting_price_text;pricing_unit;iso42001;data_residency_regions;private_networking_vpc;on_prem_or_hybrid;a2a_support;connectors_count,9.0,5-9,Y,Palantir Technologies Inc. (NASDAQ: PLTR),https://www.businesswire.com/news/home/20260802523449/en/Palantir-Reports-Q2-2026-U.S.-Comm-Revenue-Growth-of-149-YY-and-Revenue-Growth-of-93-YY-Raises-FY-2026-Revenue-Guidance-to-82-YY-Growth-and-U.S.-Comm-Revenue-Guidance-to-134-YY-Crushing-Consensus-Expectations,N,https://www.palantir.com/docs/foundry/architecture-center/aip-architecture,"10 families (GPT, Gemini, Gemma, Claude, Grok, Llama, Nemotron, DeepSeek, Kimi, GLM)",https://www.palantir.com/docs/foundry/aip/supported-llms,Y,https://www.palantir.com/docs/foundry/announcements/release-notes,Y,https://www.palantir.com/docs/foundry/architecture-center/aip-architecture,,,,,,,Y,https://www.palantir.com/attributes/security,Y,https://www.palantir.com/attributes/security,,,Y,https://palantir.safebase.us/,High,https://investors.palantir.com/news-details/2024/Palantir-Granted-FedRAMP-High-Baseline-Authorization/,Y,https://palantir.safebase.us/,Y,https://www.palantir.com/docs/foundry/architecture-center/aip-architecture,,,Y,https://www.palantir.com/platforms/foundry/plans/,,,,,,derived from on_prem_or_hybrid / private_networking_vpc / data_residency text (see their sources),Both,https://www.palantir.com/docs/foundry/aip/aip-features,Y,https://www.palantir.com/docs/foundry/palantir-mcp/overview,,,Y,https://exa.ai/library/markets/stocks/PLTR/earnings/FY2026/Q2/transcript,Y,https://www.palantir.com/docs/foundry/platform-overview/aip-capabilities,Y,https://www.palantir.com/docs/foundry/announcements,,,Forrester Wave AI Platforms Q3 2026: Leader; not in Gartner MQ AI Platforms for DSML 2026,https://mavengity.com/research/ai-platforms/,4.2,https://www.g2.com/products/palantir-foundry/reviews,31,https://www.g2.com/products/palantir-foundry/reviews,"Q2 2026 (reported 2026-08-03): revenue $1.935B (+93% YoY); total customers 1,049 (+24%); 220 deals ≥$1M. Q3 2026 results due 2026-11-02 after US close, not out at cutoff",https://investors.palantir.com/files/Palantir%20-%20Q2%202026%20Business%20Update.pdf
20,WRITER (AI HQ / Palmyra),WRITER,Enterprise app & agent platforms,56.5,2026-11-01,7.0,6.0,16.0,7.0,17.0,3.5,79.3,23,models_third_party_count;data_residency_regions;cmk_byok;on_prem_or_hybrid;a2a_support;connectors_count,,not verified,,"Writer, Inc. (private)",https://writer.com/,Y,https://dev.writer.com/home/models,,,Y,https://huggingface.co/Writer,Y,https://dev.writer.com/home/models,Partial,https://writer.com/plans,API: Palmyra X6 $2.00 per 1M input / $8.00 per 1M output tokens; Starter seat plan with 14-day trial (G2 lists $29/user/mo); Enterprise contact sales,https://dev.writer.com/home/models,seat (app) / token (API),https://writer.com/plans,Y,https://trustcenter.writer.com/,Y,https://trustcenter.writer.com/,Y,https://trustcenter.writer.com/,Y,https://writer.com/plans,None,https://trustcenter.writer.com/,Y,https://writer.com/legal/data-processing,Y,https://writer.com/product/connectors/,,,,,Y,https://writer.com/trust,,,,derived from on_prem_or_hybrid / private_networking_vpc / data_residency text (see their sources),Both,https://dev.writer.com/home/agent-builder/overview,Y,https://dev.writer.com/home/mcp-gateway,,,Y,https://dev.writer.com/home/models,Y,https://writer.com/product/connectors/,Y,https://dev.writer.com/home/cookbooks,,,"Other - Market Shaper, first Gartner Emerging Market Quadrant for AI Agents for Marketing - Startup Vendors (Jul 2026)",https://writer.com/blog/writer-gartner-market-shaper/,4.4,https://www.g2.com/products/writer/reviews,140,https://www.g2.com/products/writer/reviews,"'Hundreds of customers' incl. Accenture, Marriott, Uber, Vanguard (vendor profile, 2026); revenue not disclosed",https://www.g2.com/products/writer/reviews
21,"C3 Agentic AI Platform (incl. C3 AI Studio, C3 Code)",C3 AI,Data & ML platforms,55.0,2026-11-01,13.0,3.0,9.0,6.0,14.0,10.0,69.0,20,iso42001;hipaa_baa;gdpr_dpa;no_training_on_customer_data_default;data_residency_regions;cmk_byok;a2a_support;guardrails;connectors_count,6.0,5-9,,"C3.ai, Inc. (NYSE: AI)",https://www.sec.gov/Archives/edgar/data/1577526/000157752626000119/ex991-fy27xq1earnings.htm,Y,https://www.c3.ai/blog/from-prompt-to-production-building-enterprise-grade-applications-with-c3-ais-agentic-development-stack,"6 named families (Claude, GPT/Codex, Gemini, Grok, Mistral, Llama); LiteLLM-backed",https://docs.c3.ai/docs/genesis/8.11/topic/c3code-faq,Y,https://docs.c3.ai/docs/genesis/8.11/topic/c3code-faq,Y,https://docs.c3.ai/docs/genesis/8.11/topic/c3code-faq,Partial,https://www.sec.gov/Archives/edgar/data/1577526/000157752626000078/ai-20260430.htm,"Paid initial production deployment, then monthly fee + consumption (no published price list found)",https://www.sec.gov/Archives/edgar/data/1577526/000157752626000078/ai-20260430.htm,vCPU / vGPU hours,https://docs.c3.ai/docs/genesis/8.11/topic/c3code-faq,Y,https://www.sec.gov/Archives/edgar/data/1577526/000157752626000078/ai-20260430.htm,Y,https://www.sec.gov/Archives/edgar/data/1577526/000157752626000078/ai-20260430.htm,,,,,Moderate,https://c3.ai/resources/authorized-for-federal-missions,,,,,,,,,Y,https://www.sec.gov/Archives/edgar/data/1577526/000157752626000078/ai-20260430.htm,Y,https://www.sec.gov/Archives/edgar/data/1577526/000157752626000078/ai-20260430.htm,,derived from on_prem_or_hybrid / private_networking_vpc / data_residency text (see their sources),Both,https://docs.c3.ai/docs/genaiPlatform/8.11/topic/genaiPlatform-agent-workbench,Y,https://docs.c3.ai/docs/genaiPlatform/8.10/topic/app-mcp-overview,,,Y,https://www.businesswire.com/news/home/20260408810023/en/C3-AI-Announces-C3-Code-The-Enterprise-AI-Development-Platform-That-Turns-Natural-Language-Into-Production-Grade-Applications,Y,https://docs.c3.ai/docs/genaiPlatform/8.11/topic/genaiPlatform-agent-workbench,,,,,Forrester Wave AI Platforms Q3 2026: Leader (highest Current Offering score of 15); not in Gartner MQ AI Platforms for DSML 2026,https://c3.ai/news/c3-ai-named-leader-in-ai-platforms,4.5,https://www.g2.com/products/c3-agentic-ai-platform/reviews,19,https://www.g2.com/products/c3-agentic-ai-platform/reviews,"Q1 FY27 (qtr to 2026-07-31): revenue $52.4M (vs $70.3M yr ago), subscription $49.2M (94%), FCF +$2.1M, cash $651.1M",https://www.sec.gov/Archives/edgar/data/1577526/000157752626000119/ex991-fy27xq1earnings.htm
22,Cohere North,Cohere North,Enterprise app & agent platforms,54.0,2026-11-01,7.0,0.0,14.0,15.0,13.0,5.0,75.9,22,models_third_party_count;cmk_byok;a2a_support;multi_agent_orchestration;connectors_count;g2_rating;g2_reviews,,not verified,,Cohere Inc. (private),https://cohere.com/north,Y,https://docs.cohere.com/docs/welcome,,,Y,https://huggingface.co/CohereLabs,Y,https://cohere.com/blog/introducing-north-2,Quote-only,https://cohere.com/pricing,"North: contact sales for custom enterprise pricing (Model Vault hosting from $4.00/hr or $2,500/mo per instance)",https://cohere.com/pricing,contract,https://cohere.com/pricing,Y,https://trustcenter.cohere.com/,Y,https://trustcenter.cohere.com/,Y,https://trustcenter.cohere.com/,Partial,https://trustcenter.cohere.com/,None,https://trustcenter.cohere.com/,Y,https://cohere.com/enterprise-data-commitments,Partial,https://cohere.com/enterprise-data-commitments,"Customer-chosen (runs in customer VPC, on-prem or air-gapped)",https://cohere.com/north,,,Y,https://cohere.com/north,Y,https://cohere.com/blog/introducing-north-2,Y,derived from on_prem_or_hybrid / private_networking_vpc / data_residency text (see their sources),Both,https://cohere.com/blog/introducing-north-2,Y,https://docs.cohere.com/docs/welcome,,,,,Y,https://cohere.com/blog/introducing-north-2,Y,https://cohere.com/blog/introducing-north-2,,,"Other - evaluated in Gartner Magic Quadrant for Generative AI Model Providers (Sep 1, 2026); quadrant placement not publicly announced",https://www.gartner.com/en/documents/8335717,,,,,"Q3 2026 ARR +165% Y/Y; customer base up 20x to ~300 over the past year; Series E targeting CAD $7B (announced Oct 29, 2026)",https://www.prnewswire.com/news-releases/cohere-announces-series-e-fundraise-targeting-cad-7-billion-to-meet-surging-global-demand-for-secure-sovereign-ai-302923951.html