Business AI Market Observatory

Model-provider network

Which foundation-model providers downstream products say they build on. An edge exists only when a product's own page names the provider or one of its models; the quoted evidence is shown for every edge.

Downstream products
106
excludes providers' own products
Name ≥1 provider
42
40%
Top-3 provider share
59%
of named product→provider links
HHI (link count)
1537
0–10,000; not market share

Network (latest snapshot per product)

87 evidence-backed edges in the current filter.

Black nodes are providers (size = number of downstream products naming them); coloured nodes are products by primary category. Hover to isolate a node's edges. Every edge is backed by a quoted evidence snippet in the table below.

  • agents
  • analytics
  • coding
  • customer_support
  • data
  • design
  • finance
  • foundation_model
  • hr
  • image
  • infrastructure
  • legal
  • marketing
  • productivity
  • research
  • sales
  • video
  • voice_audio
Evidence table (87 edges)
ProductProviderModel namedEvidence (quoted)Conf.Observed
MosaicML PlatformMeta (Llama)Llama2Inference Llama2-70B-Chat is now available on MosaicML Inference Learn More MosaicML is now part0.752023-12-08
MosaicML PlatformOpenAIOpenAI curated by MosaicML Pricing API usage: $ / 1K Tokens Cost Up to 4x lower than OpenAI Support Business hours, shared Slack Data Privacy We never store nor use your d0.552023-12-08
AdeptOpenAIGPT-4 websites, documents, PDFs, charts, graphs, and tables. Eval Adept Planning 88 GPT-4 59 End-to-end workflows Successfully plan and execute complex enterprise end0.752026-05-19
JasperMicrosoft Azure (Azure OpenAI)Azure (SSO) is available on the Business plan and supports SAML 2.0, including Okta, Azure AD, and Google Workspace. Role-based access controls and an in-app AI audit log0.552026-09-06
ModalAmazon BedrockAWS credits on Modal Apply now Use committed spend on Modal Transact through the AWS and GCP marketplace to use committed spend on Modal. Get In Touch Modal Sandbo0.552026-09-06
ModalMicrosoft Azure (Azure OpenAI)Azure What kinds of applications can I deploy using Modal? Can I use my AWS, GCP, or Azure credits on Modal? Ship your first app in minutes. Get Started $30 / month free0.552026-09-06
GleanAnthropicClaudeligence: Glean saves 81% on token costs and is preferred 78% of the time versus Claude Cowork A benchmark of 180+ enterprise tasks shows that auto routing, backed by 0.752026-09-06
Copy.aiAnthropicAnthropicith AI 5 Seat Unlimited Words in Chat Unlimited Chat Projects Access to OpenAI, Anthropic, and Gemini models Monthly | Annually 20% Saving $29/mo Billed monthly Get s0.552026-09-06
Copy.aiGoogle (Gemini)Gemininlimited Words in Chat Unlimited Chat Projects Access to OpenAI, Anthropic, and Gemini models Monthly | Annually 20% Saving $29/mo Billed monthly Get started Get s0.752026-09-06
Copy.aiOpenAIOpenAI value with AI 5 Seat Unlimited Words in Chat Unlimited Chat Projects Access to OpenAI, Anthropic, and Gemini models Monthly | Annually 20% Saving $29/mo Billed mo0.552026-09-06
RocksetOpenAIGPT-5ch Research Index Research Overview Economic Research Latest Advancements GPT-6 GPT-5.6 GPT-5.5 GPT-5.4 Safety Safety Approach Deployment Safety (opens in a new wind0.752026-09-06
DeepgramOpenAIWhisperST API Up to 150 for the WSS API Up to 225 for the WSS API Up to 5 for Deepgram Whisper Cloud Up to 5 for Deepgram Whisper Cloud Text-to-Speech Up to 45 for the REST A0.752026-09-06
Regie.aiOpenAIWhisper Salesfloor with Chat and Screen Sharing Manager Live Coaching with Listen-in & Whisper AI Coaching and Objection Handling Call Transcription & AI Analysis Spam Detect0.752026-08-04
AssemblyAIAmazon BedrockBedrockhigh Output price — low to high Provider — grouped Model name — A to Z Provider Bedrock 13 AssemblyAI 1 Vertex 9 Bedrock Mantle 1 Open AI 10 Input rate Under $1 / 1M i0.552026-09-06
AssemblyAIGoogle (Gemini)Geminiithout touching your code. stroke_full GPT stroke_full Claude stroke_full Gemini stroke_full Community Models Explore the platform Models, APIs, and infrastru0.752026-09-06
AssemblyAIOpenAIGPT-4.1 / 1M Gemini 3.6 Flash $1.50 / 1M $7.50 / 1M GPT-5.2 $1.75 / 1M $14.00 / 1M GPT-4.1 $2.00 / 1M $8.00 / 1M GPT-5.6 Terra $2.50 / 1M $15.00 / 1M Sonnet 4.5 $3.000.752026-09-06
ClayAnthropicClaude 4tion, and simple lookups. Variable: Token intensive models (e.g., GPT-5.1 and Claude 4.6 Sonnet) now have variable pricing based on actual token consumption. These mo0.752026-09-03
ClayMistral AIMistralAM Sourcing Customers OpenAI Vanta Verkada Sendoso Anthropic Coverflex Rippling Mistral AI Case studies Product Claygent AI Account Agents Sculptor Ads Sequencer Multi0.752026-09-03
ClayOpenAIGPT-5ntent generation, and simple lookups. Variable: Token intensive models (e.g., GPT-5.1 and Claude 4.6 Sonnet) now have variable pricing based on actual token consum0.752026-09-03
BasetenDeepSeekDeepSeekoduction inference Amit Gambhir AI engineering How to run any open model inside DeepSeek Harness Alex Ker Infrastructure How leading platforms ensure observability for 0.752026-09-06
BasetenOpenAIWhisper 2026 Baseten Popular models GLM-5.3 GLM-5.3-Flash DeepSeek V4 Pro 0813 Kimi K3 Whisper Large V3 Qwen3.8-27B Explore all Popular models GLM-5.3 GLM-5.3-Flash DeepSeek 0.752026-09-06
SurferAnthropicClaudePositive Surfer - Blog Surfer Academy: we're showing how Surfer plugs into Claude, ChatGPT & more via MCP — live. Save Your Spot Blog ⌘ B SEO AI Search Optimizat0.752026-09-06
SurferGoogle (Gemini)Google AId. Learn how BLUF writing fixes this. Jan Suski Insights July 20 How to Rank in Google AI Mode: What the Data Actually Says We ran a 20-factor rubric on Google AI Mode c0.552026-09-06
Read AIAnthropicClauderanscripts, AI Notetaker & Enterprise Search | read.ai Read AI now available as Claude Connector, ChatGPT App, and MCP Server Download: Product Meetings Meeting Repor0.752026-09-06
Read AIOpenAIOpenAIk. Large Language Models Direct access to native LLMs from Anthropic Claude and OpenAI GPT in Read AI's Search Copilot — Workspace Designed for teams: set report dist0.552026-09-06
GitHub CopilotAnthropicClaudelan Included Max plan Included Delegate tasks to third-party coding agents like Claude by Anthropic and OpenAI Codex (Preview) Free plan Not included Pro plan Not inc0.752026-09-01
GitHub CopilotMicrosoft Azure (Azure OpenAI)Azureisual Studio Code, Visual Studio, Vim, Neovim, the JetBrains suite of IDEs, and Azure Data Studio. Although inline suggestion functionality is available across all t0.552026-09-01
GitHub CopilotOpenAIGPT-5 mini Anthropic Claude Opus 4.8 (fast mode) (Preview) Anthropic Claude Opus 5 OpenAI GPT-5 mini OpenAI GPT-5.2 OpenAI GPT-5.2-Codex OpenAI GPT-5.3-Codex OpenAI GPT-5.4 OpenAI 0.752026-09-01
sciteAnthropicClaudet Search Smart Citation Reports Citation Alerts 250 MCP credits/month ChatGPT & Claude integrations Collections with up to 1,000 papers Pro For deep research $50 / mo0.752026-07-31
ThoughtSpotAnthropicClaudeughtSpot Integrations ThoughtSpot in Slack ThoughtSpot in OpenAI ThoughtSpot in Claude ThoughtSpot on Mobile ThoughtSpot in Google Slides ThoughtSpot in Salesforce Pl0.752026-09-06
ThoughtSpotOpenAIOpenAI newest features → ThoughtSpot Integrations ThoughtSpot in Slack ThoughtSpot in OpenAI ThoughtSpot in Claude ThoughtSpot on Mobile ThoughtSpot in Google Slides Though0.552026-09-06
HexAnthropicAnthropiclace Security OIDC SSO OAuth Audit logging Bring Your Own Key (BYOK) OpenAI and Anthropic Deployment Multi-tenant Multi-tenant EU Multi-tenant (contract only) or multi-t0.552026-09-06
HexAmazon BedrockNovaEditor Explorer All users All users Kira Vance Marcus Sol Vega Chen Orion Reyes Nova Okafor Cass Meridian All topics All topics Revenue by Product Line Sales Breakd0.752026-09-06
HexOpenAIOpenAIake Marketplace Security OIDC SSO OAuth Audit logging Bring Your Own Key (BYOK) OpenAI and Anthropic Deployment Multi-tenant Multi-tenant EU Multi-tenant (contract on0.552026-09-06
Julius AIAnthropicClaude Sonnety refresh credits 1 seat included Access to frontier AI models like GPT-5.6 and Claude Sonnet 5 Export presentations, reports, websites, charts, images, and video Unlimited 0.752026-09-06
Julius AIOpenAIGPT-5er year Daily refresh credits 1 seat included Access to frontier AI models like GPT-5.6 and Claude Sonnet 5 Export presentations, reports, websites, charts, images, 0.752026-09-06
Luma Dream MachineElevenLabsElevenLabs Nano Banana Pro GPT Image 2 Seedream Veo 3.1 Kling 3.0 Kling Omni Seedance 2.0 ElevenLabs Music v1 ElevenLabs SFX v2 ElevenLabs v3 Plans & Pricing Save up to 20% with ye0.552026-09-06
Luma Dream MachineGoogle (Gemini)Veo Learn more Ray3.14 Learn more Nano Banana Nano Banana Pro GPT Image 2 Seedream Veo 3.1 Kling 3.0 Kling Omni Seedance 2.0 ElevenLabs Music v1 ElevenLabs SFX v2 Ele0.752026-09-06
Luma Dream MachineKuaishou (Kling)Kling 3.0ore Ray3.14 Learn more Nano Banana Nano Banana Pro GPT Image 2 Seedream Veo 3.1 Kling 3.0 Kling Omni Seedance 2.0 ElevenLabs Music v1 ElevenLabs SFX v2 ElevenLabs v3 Pla0.752026-09-06
Relevance AIAnthropicClaude Haikuler Gemini 3 Flash 95 % $0.02 Personalize outbound sequence Outbound Prospector Claude Haiku 4.5 94 % $0.02 Roll up pipeline forecast Forecast Roll-up Gemini 3.1 Pro 97 % $0.752026-09-06
Relevance AIGoogle (Gemini)Gemini 3ld at 90% Task Run by Model Eval Cost Enrich account in CRM Research & Enricher Gemini 3 Flash 96 % $0.02 Prep brief before call Pre-meeting Prepper GPT-5.4 Mini 95 % $0.752026-09-06
Relevance AIMicrosoft (Copilot / Phi)Microsoft Copilot AI Tools Competitors Clay Claude Managed Agents OpenAI Codex Gemini Enterprise Microsoft Copilot Studio Gumloop Dust Support Contact Support Documentation Changelog API & MCP P0.552026-09-06
Relevance AIOpenAIGPT-5& Enricher Gemini 3 Flash 96 % $0.02 Prep brief before call Pre-meeting Prepper GPT-5.4 Mini 95 % $0.03 Log notes and fire follow-ups Post-call Actioner Kimi K2.6 930.752026-09-06
Zapier (Agents / Central)OpenAIGPT-3.5Key features: Build up to 2 chatbots Create custom directives Leverage OpenAI's GPT-3.5 model Share a public link to your chatbot Chatbots Pro $160 billed annually $130.752026-09-06
DeepnoteAmazon BedrockAWSs Compare Deepnote... vs Jupyter vs Google Colab vs Hyperquery vs Databricks vs AWS SageMaker vs Looker vs Vertex AI See all comparisons -> Docs Pricing Enterpris0.552026-09-06
DeepnoteMicrosoft Azure (Azure OpenAI)Azuree Redshift Free Team Enterprise Amazon Athena Free Team Enterprise SQL Server / Azure SQL Free Team Enterprise MongoDB Free Team Enterprise Databricks Free Team Ente0.552026-09-06
DeepnoteGoogle (Gemini)Vertex AIpyter vs Google Colab vs Hyperquery vs Databricks vs AWS SageMaker vs Looker vs Vertex AI See all comparisons -> Docs Pricing Enterprise Book a demo Get started Blog Ho0.552026-09-06
DeepnoteOpenAIOpenAIUpdated on August 3, 2026 Codex for data analytics, powered by Deepnote Today, OpenAI launched the Codex data analytics plugin with a native connection to Deepnote. 0.552026-09-06
Tableau (Pulse / Agent)OpenAIOpenAIir own LLM and manage its security. Currently, Agent in Tableau Server supports OpenAI. Tableau helps increase confidence in our clients' decision making based on fa0.552026-07-11
AlphaSenseAmazon BedrockAWSarry over automatically. With BYOB, documents can live entirely within your own AWS environment. Does AlphaSense Have a Mobile App? Yes, AlphaSense offers a mobil0.552026-09-06
HebbiaAmazon BedrockTitanving as exclusive sell-side advisor to ACME Corp in connection with its sale to Titan Global Capital. +9 2,987 files Publish Project Horizon Project Catalyst Project0.752026-08-21
FintoolMicrosoft Azure (Azure OpenAI)Azure5 Microsoft Power Platform Microsoft Teams Microsoft 365 Copilot Small Business Azure Microsoft Developer Microsoft Learn Support for AI marketplace apps Microsoft T0.552026-09-06
FintoolMicrosoft (Copilot / Phi)Microsoft Copiloter (Premium only) Save time and streamline complex research with Researcher in Microsoft Copilot, delivering detailed, source-cited AI-powered reports from the web. 1 See Copil0.552026-09-06
TabnineAnthropicAnthropicd chat in the IDE that supports every step in the SDLC, using leading LLMs from Anthropic, OpenAI, Google, Meta, Mistral and others Works in all major IDEs Integration w0.552026-09-06
TabnineMistral AIMistralvery step in the SDLC, using leading LLMs from Anthropic, OpenAI, Google, Meta, Mistral and others Works in all major IDEs Integration with Atlassian Jira Cloud and Da0.752026-09-06
TabnineOpenAIOpenAIhe IDE that supports every step in the SDLC, using leading LLMs from Anthropic, OpenAI, Google, Meta, Mistral and others Works in all major IDEs Integration with Atla0.552026-09-06
Sourcegraph Cody / AmpAnthropicClaudeM (StarCoder) Context-aware chat that provides the option of using GPT-4 Turbo, Claude 2, GPT-3.5 Turbo, Claude Instant... and now Mixtral-8x7B! Doc and unit test gen0.752026-09-06
CursorxAI (Grok)GrokBlog · Cursor Skip to content Cursor Models ↓ Grok Evals Product ↓ Agents Cloud Grok Bot ↗ Mobile Automations CLI Marketplace ↗ 0.752026-09-06
Weaviate CloudAmazon BedrockAWS Company Company Careers Remote Playbook Investors Contact Us Partners Overview AWS Google Cloud Snowflake Databricks Security Terms & Policies Report a Vulnerabil0.552026-09-06
Weaviate CloudMicrosoft Azure (Azure OpenAI)Azuret. ✓ Trusted reliability — up to 99.95% uptime. ✓ Global coverage on AWS, GCP & Azure. ✓ Query Agent free tier + usage-based; Embeddings usage-based. ✓ Enterprise su0.552026-09-06
Fireworks AIDeepSeekDeepSeekExperience Company News Agentic Use Cases Multimodal Training Filters 8/26/2026 DeepSeek V4 Pro: Tops SWE-Bench & Cuts Cost per Task by 3x vs. Fable 5 8/26/2026 DeepSee0.752026-09-06
FathomAnthropicClauder customer success For marketing For sales For teams Integrations Asana ChatGPT Claude Hubspot Salesforce Zapier Public API & MCP See All Integrations → Resources Wha0.752026-09-06
FathomGoogle (Gemini)Geminiathom vs. Otter Fathom vs. Read AI Fathom vs. ZoomMate Fathom vs. Google Meet's Gemini Fathom vs. Built-In Solutions Resources Resource Hub Help Center Partner Progra0.752026-09-06
GroqCloudMeta (Llama)Llama artnership Meta and Groq Collaborate to Deliver Fast Inference for the Official Llama API April 29, 2025 Platform Batch Processing with GroqCloud™ for AI Inference Wo0.752026-09-06
GroqCloudOpenAIWhisperf 10s per request. AI Model Speed Factor Price (Per Hour Transcribed) AI Model Whisper V3 Large Speed Factor 217x Price $0.111* Try Now Model Card AI Model Whisper La0.752026-08-02
Zendesk AIAmazon BedrockBedrocksing zero data retention endpoints) or models hosted on Microsoft Azure, Amazon Bedrock, or Google Cloud Platform (where the model provider never has access to prompts0.552026-09-06
Hugging Face Hub / InferenceAmazon BedrockAWS Buckets with simple per-TB pricing. Egress and CDN included at no extra cost. AWS S3 $23 Backblaze Overdrive $15 HF Hub $8–12 Need more than 500TB? Contact sale0.552026-09-01
Figma (Figma AI / Make)Amazon BedrockAWSation. Advanced shapes Use advanced shapes for technical diagramming, including AWS, Google Cloud Platform, Azure, and Kubernetes. Figma Slides Add interactive pro0.552026-09-06
Figma (Figma AI / Make)Microsoft Azure (Azure OpenAI)Azuredvanced shapes for technical diagramming, including AWS, Google Cloud Platform, Azure, and Kubernetes. Figma Slides Add interactive prototypes Add live Figma Design 0.552026-09-06
DevinAnthropicAnthropicut we share these examples to show how we use Devin to speed our own workflows. Anthropic MCP In this session, Devin identifies the cause of a user-reported issue. We li0.552026-09-06
DevinGoogle (Gemini)Geminiything in Free, plus: Increased quotas, including access to OpenAI, Claude, and Gemini frontier models Full model availability Free use of SWE 1.7 and leading open so0.752026-08-11
DevinOpenAIOpenAInth Select plan Everything in Free, plus: Increased quotas, including access to OpenAI, Claude, and Gemini frontier models Full model availability Free use of SWE 1.70.552026-08-11
GensparkAnthropicClaude Opusусский Polski Nederlands Genspark Design The next-gen AI for design, powered by Claude Opus 4.7. Turn rough ideas into professional UI prototypes, videos, HTML animations,0.752026-07-04
Notion AIOpenAIOpenAIcan do all your work out of. Notion is that single place. Nick Erdenberger GTM, OpenAI Watch video → Plans and features Free $0 per seat/month Sign up Plus $10 per 0.552026-09-06
Leonardo.AiBlack Forest Labs (FLUX)FLUX Devon - - Supported models: Lucid Origin, Lucid Realism, Phoenix 1.0, Phoenix 0.9, FLUX Dev, FLUX Schnell Supported models: Lucid Origin, Lucid Realism, Phoenix 1.0, Phoen0.752026-07-05
Leonardo.AiGoogle (Gemini)Veoights The 6 Best Google Flow Alternatives to Try (Free & Paid) Google Flow puts Veo 3.1 in a slick AI filmmaking studio, but its credit system is steep, allowances0.752026-09-06
Leonardo.AiKuaishou (Kling)Kling 2.5s; GPT-Image-1, Flux.1 Kontext, Ideogram, Nano Banana, Flux Kontext Max, Veo 3, Kling 2.5 Turbo, Kling 2.1 Pro, Sora 2, Sora 2 Pro, LTX-2 Pro, LTX-2 Fast, Veo 3.1, Veo 30.752026-07-05
Leonardo.AiOpenAISoraIdeogram, Nano Banana, Flux Kontext Max, Veo 3, Kling 2.5 Turbo, Kling 2.1 Pro, Sora 2, Sora 2 Pro, LTX-2 Pro, LTX-2 Fast, Veo 3.1, Veo 3.1 Fast, Seedream 4.0, Seed0.752026-07-05
KreaAnthropicClaude! Generate video with Seedance Studio Start generating Create with Krea MCP in Claude Connect Create images with Krea 2 Edit by typing with Nano Banana Pro Render a0.752026-09-06
KreaMicrosoft Azure (Azure OpenAI)Azureea using their existing company credentials such as Google Workspace, Microsoft Azure AD, or Okta. Priority support with SLA Dedicated support team with guaranteed r0.552026-09-06
KreaGoogle (Gemini)Geminiwith Nano Banana Pro Render as you draw with Krea Realtime Edit your video with Gemini Omni Flash Open Agent Read more Open Agent Read more Open Seedance Studio 0.752026-09-06
KreaKuaishou (Kling)Kling 3.0d support for animating between start and end frames. ~1100 Generate video New Kling 3.0 Latest frontier model from Kling with native audio and extended durations up to0.752026-09-06
KreaLuma (Ray)Ray 2ate video 01-Live High-quality model for animating people. ~300 Generate video Ray 2 Older medium model with natural motion from Luma Labs. ~300 Generate video Kli0.752026-09-06
KreaMiniMax (Hailuo)Hailuoeration model. Instant results at very low cost and quality. 10 Generate video Hailuo 2.3 Frontier model with dynamic motion. ~200 Generate video Free Hailuo 2.3 Fa0.752026-09-06
KreaOpenAIo1teDance with audio generation and end frame support. ~300 Generate video Kling o1 Intelligent video model that thinks before generating. Supports image, element,0.752026-09-06
KreaRunway (Gen models)Gen-40p/1080p output and durations up to 15 seconds. ~400 Generate video New Runway Gen-4.5 Latest frontier model from Runway with native text-to-video. ~450 Generate v0.752026-09-06
KreaxAI (Grok)Grokech and sound effects, plus single-clip video editing. ~750 Generate video New Grok Imagine 1.5 Grok Imagine 1.5 creates clips with synchronized audio, music, and 0.752026-09-06

Named-provider share over time

Among downstream products observed in a quarter: share whose page names each provider, and the mean number of providers named (multi-homing).

Links per provider (filtered)
Counts products whose own pricing/product page names a provider or model. Absence of evidence is not evidence of absence; products may use providers they never name. Multi-homing distribution (providers named per downstream product): 0: 64 · 1: 18 · 2: 12 · 3: 8 · 4: 3 · 9: 1.

Concentration proxies

All figures are product-count or mention-count proxies computed on this panel. No revenue, user or market-share data was collected; none of these numbers is a market share.

CategoryProductsCompaniesHHI (product count)
agents4848208
infrastructure2828357
productivity2524432
coding1515667
sales1414714
foundation_model13111006
research1212833
data1212833
marketing1111909
video1111909
image10101000
customer_support991111
design881250
analytics661667
legal661667
finance552000
hr552000
voice_audio442500