La couche ouverte est l’infrastructure
Les frameworks, moteurs locaux et systèmes d’agents sont largement ouverts, tandis que les applications grand public et les outils hébergés sont majoritairement propriétaires.
Un guide des entreprises qui construisent la chaîne de valeur de l’IA, des laboratoires de modèles et systèmes d’agents aux outils de développement, à l’inférence, à l’évaluation, à la sécurité et à la création.
01 / Signaux
Les frameworks, moteurs locaux et systèmes d’agents sont largement ouverts, tandis que les applications grand public et les outils hébergés sont majoritairement propriétaires.
Un modèle téléchargeable peut encore restreindre l’usage, masquer ses données d’entraînement ou ne pas publier son code d’entraînement. L’atlas distingue ces notions.
L’avantage durable se déplace de l’interface de chat vers la boucle entourant le modèle : outils, permissions, mémoire, environnements isolés, traces et reprise.
Les outils de génération d’applications réduisent le délai jusqu’à la démo ; les agents de développement améliorent les changements dans de vrais dépôts. Les usages convergent, mais les objectifs diffèrent.
02 / Répertoire
Filtrez le répertoire complet par entreprise, capacité, catégorie ou modèle d’accès.
395 résultats
OpenAI · Frontier model lab
ChatGPT · GPT APIs · GPT-6 Astra · Codex · Sora (web/app discontinued April 26, 2026; API September 24, 2026) · GPT-Live-1 · Agents SDK · Agents API · GPT-6 Sol · GPT-6 Luna · GPT-6.1 Sol · Dots · Decisions API (limited preview) · GPT-Live-1.1 and GPT-Live-1.1 Quip (ChatGPT Voice)
Anthropic · Frontier model lab
Claude · Claude Code · Claude Fable 5.1 · Claude Mythos 5.1 · Agent SDK · MCP · Model Hardware Standard · Claude Opus 5.5 · Claude Sonnet 5.5 · Claude Haiku 5.5
Google · Frontier model lab
Gemini · Gemini 3.8 Flash · Gemini 3.8 Flash Cyber · Veo · Imagen · Lyria · Gemma · Gemini 4 Argon (generally available) · Gemini 4 Argon Cyber Permissive (Fairwind allowlist)
Meta · Model lab
Llama · Muse Spark · Meta AI · Muse · SAM · AudioCraft · Muse Wonder (Meta Model API and Muse Code) · Muse Wonder Full (Muse Code subscribers) · Muse Spark Open (downloadable weights and hosted providers)
Mistral AI · Model lab + API
Vibe · Mistral models · Codestral · La Plateforme · Mistral Large 4 (public API preview; weights announced for later release)
SpaceX · Frontier model lab
Grok · Grok 4.7 · Grok API · Grok Bot · Grok Build · Grok Voice · Grok Imagine · Aurora · Grok Voice 3.0 (Voice Agent API; grok-voice-latest upgraded)
TypeSafe AI · Structured decision model provider
Jev · System One Models · API
Liquid AI · Device-native foundation models and multimodal decision models
Liquid Foundation Models · d1-3B (open weights) · d1-ultra (hosted decision API; text and image input)
Reflection AI · Open-weight models for coding, reasoning and agent workflows
Beam 1.0 (open weights) · Reflection API (public beta) · Mirror CLI coding harness
Elorian · Visual reasoning model for images and video
Glimpse (research preview) · API · Chat UI · Multimodal tool use
Cloudflare · Decision model family with typed probability outputs
Clef · Clef-flash · multimodal classification · Jev-compatible API · local weights · Workers AI inference · Clef-omni · audio and video decisions · Clef-flash hosted context: 24K tokens
Cohere · Enterprise model provider
Command · Embed · Rerank · North · North Small Translate
DeepSeek · Model lab + API
DeepSeek Chat · DeepSeek-V4.1-Flash · Reasoner · Coder · API · DeepSeek-V4.1-Flash-1017 (web, app and deepseek-flash API) · Search and Fetch APIs
Alibaba Cloud · Model family + assistant
Qwen · Qwen Chat · Qwen Code · Wan · Qwen3.8-2.4T-A95B (open weights) · Qwen3.8-Max (hosted API)
AWS · Model lab + cloud
Nova · Titan · Bedrock · SageMaker · Q · Nova 2.5 Sonic
OpenAI · Agent SDK
Agents · tools · handoffs · guardrails · tracing
OpenAI · Managed agent harness API
Long-running sessions · hosted sandboxes · self-hosted environments · multi-agent orchestration · tool search · computer use
Amazon Web Services · AWS-managed OpenAI agent harness (preview)
Durable sessions · Codex harness · AgentCore Runtime · IAM roles · human approvals
DigitalOcean · Managed agent runtime and tool gateway (public preview)
Harness Runtime · microVM sandboxes · durable sessions · Action Gateway · MCP tool access · Agent Droplets subscription (public preview)
Anthropic · Agent harness SDK
Claude Code loop as Python/TypeScript library
Cloudflare · Durable agent runtime on Cloudflare with persistent state and browser tools
Durable Objects agent runtime · persistent SQL state · task scheduling · MCP tools · persistent browser tool (SDK v0.28.0+; session timeout applies)
Google · Multi-agent SDK
Python · Java · Kotlin · Android · multi-agent workflows · evaluation · deployment
LangChain · Graph orchestrator
Stateful graphs · durable execution · human-in-loop
CrewAI · Multi-agent framework
Crews · Flows · tools · memory
Microsoft · Enterprise agent SDK
Successor to AutoGen + Semantic Kernel patterns
LlamaIndex · Data-centric orchestration
Agents · workflows · connectors · LlamaCloud
Pydantic · Typed agent framework
Type-safe agents · tools · evals · graphs · Pydantic AI Harness (Coder and Researcher agents) · CLI and durable background execution
Mastra · TypeScript agent framework
Agents · workflows · RAG · memory · evals
Hugging Face · Minimal agent library
Code agents · tool calling · model agnostic
OpenAI · Coding agent
Desktop app · CLI · cloud agent · SDK · Voice-driven CLI · Reusable cloud development environments · Code review · Composer predictions (desktop beta; personal Pro users aged 18+) · GPT-6.1 Sol Ultrafast (Pro $500; eligible Enterprise/Edu) · GPT-5.5 retired for ChatGPT sign-in (October 14, 2026; API-key sessions unaffected) · In-flight CLI steering (0.163.0)
Anthropic · Terminal coding agent
CLI · IDE · web · GitHub Actions · Mods (JavaScript/TypeScript function hooks) · custom terminal and desktop panes
Google · Enterprise and API-key terminal coding agent
CLI · tools · extensions · MCP
Google · Terminal interface for Antigravity agents
CLI · subagents · plugins · MCP · skills · hooks
Meta · Multi-agent terminal coding agent
Terminal agent · persistent subagents · isolated worktrees · sandboxed execution · session replay · Muse Wonder · Muse Wonder Full (subscribers)
GitHub · Coding suite
IDE · CLI · coding agent · code review and approval · agent automations · Project HydraFusion (research preview) · Jira integration · Sentry integration · Spark · GPT-6.1 Sol · desktop computer use (public preview) · dynamic workflows · REST and GraphQL code-review requests · configurable review effort · Claude Haiku 5.5 · local sandboxing (generally available) · Ollama model discovery in CLI · Gemini 4 Argon (gradual rollout; Pro+, Max, Business and Enterprise) · HydraFusion Max (research preview; preview settings and model policies apply) · Multi-repository work in Slack and Teams · Agentic autofix (GA; eligible Enterprise Cloud security customers; admin enablement and billing required) · Selected model deprecations scheduled November 16, 2026 (annual-plan Opus 4.8 exception)
SpaceX · Agentic IDE
Editor · agents · Cloud Agents · Projects · Bugbot · Origin code hosting · Rollouts · Security Review · iOS remote control for local agents (computer must remain online) · Origin App Marketplace (public app submissions) · Shareable interactive canvases from Cloud Agents · Environments API (beta)
Cognition · Agentic IDE
Editor · Cascade · previews · deploys
All Hands AI · Software-agent platform
CLI · local GUI · cloud · SDK
Aider · Terminal pair programmer
Git-aware edits · model routing · voice
Cline · IDE coding agent
Plan/Act · browser · terminal · MCP
Roo Code · IDE coding agent
Modes · orchestration · model agnostic
Princeton NLP · Research harness
Agent-computer interface · SWE-bench
Cognition · Autonomous software engineer
Cloud workspaces · parallel agents · enterprise
OpenAI · Enterprise cloud agent platform
Background agents · automations · cloud environments · runtime AI security
Huawei Cloud · Enterprise coding agent
CodeArts Editor · agent teams · spec-driven development · codebase indexing · enterprise governance
Lovable · Prompt-to-app builder
Web apps · backend · GitHub sync · hosting · Salesforce integration · Slack agents
StackBlitz · Browser app builder
Full-stack generation · WebContainers · deploy
Vercel · AI app builder
UI generation · full-stack apps · Vercel deploy
Replit · Cloud app builder
Plan · code · test · database · deploy
Wix · No-code AI app builder
Apps · auth · data · integrations · hosting
Dyad · Local AI app builder
Local desktop · BYO model · code ownership
Community · Prompt-to-app builder
Self-hosted Bolt alternative · multi-provider
Google · Cloud app workspace for existing users; scheduled sunset March 22, 2027
App prototyping · Gemini · Firebase · deploy · new signups and workspace creation disabled · migration to Google AI Studio or Antigravity
Amazon Web Services · Managed model platform
Model catalog · Agents · Guardrails · Knowledge Bases · Managed Agents (preview) · GPT-6.1 Sol Ultrafast · OpenAI reasoning summaries via Responses API · GLM 5.3 (eligible enterprise customers) · Nova 2.5 Sonic
Amazon Web Services · Cloud optimization agent (public preview; Business+ support or higher)
weekly infrastructure analysis · cost, security, performance and resilience recommendations · application recommendations (beta) · IaC architecture reviews · remediation scripts · multi-account analysis · console and API access
Amazon Web Services · Managed agent for production operations and release management
Incident investigation · root cause analysis · prevention recommendations · release management (preview) · investigation quality reviews · MCP and A2A integrations · AWS Resilience Hub failure-mode findings and resilience-test investigations
SolarWinds · IT operations agents (early access through guided onboarding for eligible customers)
Goal-based incident investigation · alert correlation · configuration drift workflows · operational evidence and activity records · per-goal autonomy and approval controls · Platform Connect integrations (availability and entitlements vary)
Microsoft · Enterprise AI platform
Models · agents · tools · evaluations · governance
Google Cloud · Managed agent platform
Models · Agent Engine · search · evaluation · governance · Gemini 4 Argon (generally available) · Gemini 4 Argon Cyber Permissive (Fairwind allowlist) · CodeMender with Gemini 4 Argon (preview)
Hugging Face · Open AI platform
Hub · Transformers · Inference · Spaces · datasets
Together AI · Inference + training cloud
Serverless models · dedicated endpoints · fine-tuning
Fireworks AI · Inference platform
Serverless inference · fine-tuning · deployments
Groq · Low-latency inference
LPU inference · model API · compound systems
Cloudflare · Model API marketplace
Hosted models · custom deployments · predictions API
Ollama · Local model runtime and cloud model service
Model library · CLI · local API · cloud models (usage-based billing) · Ollama Connector for Fly.io Sprites
Community · LLM serving engine
PagedAttention · OpenAI-compatible server · distributed
Community · Local inference engine
GGUF · CPU/GPU inference · server
Base Compute · Pre-1.0 local inference server for multiple agents
OpenAI, Anthropic and Ollama-compatible APIs · llama.cpp and MLX runtimes · interactive request prioritization · durable sessions · distributed serving · optional baseRT engine (separately licensed)
Open WebUI · Self-hosted AI interface
Chat UI · knowledge · tools · multi-user
ClickHouse · LLM engineering platform
Tracing · evals · prompts · datasets · experiments
Arize AI · AI observability
OpenTelemetry tracing · evals · experiments
LangChain · Agent engineering platform
Tracing · evaluation · deployment · studio · AI Search for agent traces (public beta; GCP US, EU and APAC)
Braintrust · AI evaluation platform
Evals · playground · traces · datasets · proxy
OpenAI · Eval + red-team toolkit
Red teaming · assertions · CI · guardrail testing
GitHub · Experimental agent framework for security research
YAML taskflows · MCP tools · vulnerability triage · code audits · batch workflows
OpenAI · Cloud repository security scanning
GitHub repository scans · Commit monitoring · Finding triage · Proposed fixes
NVIDIA · Programmable guardrails
Input · dialog · retrieval · execution · output rails
Check Point · Runtime AI security
Prompt injection · data leakage · content moderation
Pinecone · Managed vector database
Vector search · reranking · inference
Weaviate · AI-native vector database
Hybrid search · vectors · agents · cloud
Qdrant · Vector database
Similarity search · hybrid queries · cloud
LF AI & Data · Distributed vector database
Vector search · hybrid search · Zilliz Cloud
Nebius · Search API for agents
Search · extract · crawl · research
Exa · Neural search API
Search · contents · research · websets
Firecrawl · Web data API
Search · crawl · scrape · extract · browser
Browser Use · Browser-agent framework
Browser control · agents · cloud browsers
Midjourney · Image generator
Image generation · editor · personalization
Adobe · Creative generation suite
Image · video · audio · vectors · custom models
Runway · Video generation platform
Gen video · image · audio · editing · API
ElevenLabs · Voice, audio + visual generation platform
TTS · STT · dubbing · voice agents · music · Image and Video API · Flows · Templates API · MCP integration
Suno · Music and spoken-audio generator
Songs · instrumentals · editing · stems · Speech (beta) · spoken audio with background music
HeyGen · Avatar video platform
Avatars · video translation · voice · API
AI21 Labs · Enterprise model provider
Jamba · Maestro · AI21 Studio
Aleph Alpha · German-English reasoning model with open weights
Kolibri-1 · reasoning modes · tool calling · RAG · long-context processing
NVIDIA · Models + infrastructure
Nemotron · NeMo · NIM · DGX · AI Enterprise · Nemotron 3.5 Super VL (open weights) · Nemotron 3.5 Bolt 74B-A9B 24GB (open weights)
IBM · Enterprise model family
Granite language · code · vision · time series
Microsoft · Small model family
Phi language · vision · on-device models
Microsoft · Model family for reasoning, code, images and audio
MAI-Thinking-1 · MAI-Code-1.1-Flash · MAI-Image-2.6 · MAI-Transcribe-2 · MAI-Transcribe-2-Streaming (public preview) · MAI-Voice-2.1 · MAI-Voice-2.1-Flash · MAI Playground
Google DeepMind · Open model family
Text · vision · code · safety variants
Moonshot AI · Model lab + assistant
Kimi assistant · Kimi models · API · Kimi Code · Kimi K3 (multimodal open weights)
MiniMax · Multimodal model lab
Text · speech · music · video · Hailuo AI
Zhipu AI · Model lab + platform
GLM · ChatGLM · CodeGeeX · BigModel API · GLM-5.3 (open weights and hosted API) · GLM-5.3-Flash (multimodal open weights and hosted API)
Baidu · Model family + cloud
ERNIE Bot · ERNIE models · Qianfan platform
Tencent · Multimodal model family
Language · image · video · 3D · API
ByteDance · Multimodal model lab
Seed language · Seedream · Seedance · Doubao
01.AI · Model family + API
Yi language · vision · Yi-Lightning
Technology Innovation Institute · Open model family
Falcon language models · Arabic models
Inception42 / G42; IFM / MBZUAI (Jais 3) · Arabic model family
Bilingual Arabic-English models · enterprise API · Jais 3 (six open-weight Arabic-centric agent models; IFM / MBZUAI)
LG AI Research · Foundation model family
Language · reasoning · multimodal
Upstage · Enterprise model provider
Solar models · Document AI · API
Reka AI · Multimodal model lab
Reka Core · Flash · Edge · API
Writer · Enterprise AI platform
Palmyra models · Knowledge Graph · agents
Allen Institute for AI · Open model program
OLMo models · data · training code · evaluations
EleutherAI · Open AI research collective
GPT-NeoX · Pythia · lm-evaluation-harness
Nous Research · Open model lab
Hermes models · Nous Portal · Psyche network
Sakana AI · AI research lab
Evolutionary model merging · AI Scientist
World Labs · Spatial intelligence model lab
Marble · World API · Atlas (early access)
Prime Intellect · Vision models with local inference, hosted APIs and fine-tuning
Moondream 2 · Moondream 3.1 (weights restrict general-purpose hosted model services) · Lens fine-tuning · Photon local inference · Moondream Cloud · Moondream 3.1 on Prime Inference
OpenAI · General AI assistant
Chat · voice · canvas · deep research · ChatGPT Images 2.5 · Data agent · ChatGPT for Financial Services · ChatGPT Ads · apps · dots · Finances (US rollout, including Free and Go) · virtual try-on · shopping favorites · document scanning (iOS rollout) · GPT-6 Sol and Luna in Chat (plan-dependent rollout) · Intelligent UI (excludes Astra Pro reasoning) · audio uploads (paid plans; availability varies) · GPT-6.1 Sol Ultrafast in Work (Pro $500; eligible Enterprise/Edu) · GPT-5.5 retired from Chat and Work (October 14, 2026; OpenAI API unaffected) · GPT-Live-1.1 and GPT-Live-1.1 Quip in Voice (rollout; voices vary by region and account) · ChatGPT Slides in Space (eligible Pro, Business and Enterprise rollout) · GPT-6 Pro parallel agents in Chat (eligible Pro rollout; workspace settings apply)
OpenAI · Persistent AI assistant with a cloud computer
Background tasks · Cloud computer · Connected apps · Voice · Eligible Pro and Business Premium plans · Admin-enabled enterprise beta
Anthropic · AI assistant with cloud tasks for Pro and Max plans
Chat · artifacts · research · projects · integrations · smart reports · Cowork cloud tasks (new Pro and Max tasks from October 6, 2026) · scheduled cloud tasks · Claude Docs (paid-plan beta) · Claude Slides (paid-plan beta) · Claude Design in conversations (paid-plan beta) · monthly API credits (Max and Team rollout)
Google · General AI assistant
Chat · Live · Deep Research · Gems · apps · Gemini 4 Argon (Google AI Pro and Ultra) · background tasks (Google AI Pro and Ultra) · Antigravity coding interface in Gemini macOS app
Google Cloud · Enterprise work agent with background tasks in early access
Enterprise search and content creation · coding and data analysis · business-app connectors · persistent background tasks (early access) · mobile and desktop access (early access) · third-party model choice (early access)
Apple · System-integrated personal assistant
Siri app · personal context · onscreen awareness · app actions · Visual Intelligence
Microsoft · General AI assistant
Web · Windows · Vision · Deep Research · actions · Home and Code (Microsoft 365 Frontier rollout) · Office in Copilot · Cowork · Autopilot (private preview)
Amazon Web Services · AI work assistant
Chat · agents · research · workflow automation · app building · business intelligence · desktop apps · mobile activity feed
Spare · Transit-agency AI platform with early-access founding program
Founding Agency Program (early access) · source-backed answers · cross-system workflows · scheduled reports · role-based permissions · human approval controls
Surface (Paradigm Strategy Inc.) · People intelligence platform and HR assistant
Surface Agent · workforce data analysis · peer benchmarks · expert-built and custom playbooks · reports, policies and communications for review
Slack · Context-aware workplace AI agent
Workspace search · meeting preparation · document analysis · content drafting · app and agent orchestration
Perplexity · AI answer engine
Search · Research · Computer · Portable Computer · Comet · Sonar API · Computer Automations (scheduled and event-triggered ongoing work)
Mistral AI · AI agent for work and code
Work · Code · CLI · remote coding agents · research · document creation
Meta · General AI assistant
Chat · voice · image · social apps · glasses
Meta · Personal AI agent
Background tasks · secure virtual machine · browser · connectors · subagents · audit trail · Muse Gadgets (Apache-2.0 device SDKs and firmware) · ESP32 and Linux device integrations · Muse Home Link (US subscriber reservations)
Quora · Multi-model assistant platform
Bots · apps · model access · creator monetization
You.com · AI search + agent platform
Search · Research · agents · APIs
Google · Source-grounded research
Notebooks · Audio Overviews · reports · mind maps
Mintplex Labs · Local document assistant and agent workspace
Desktop app · document chat · agent flows · MCP tools · scheduled tasks · model routing · self-hosted multi-user workspaces
Cloudflare · Early-access organizational agent workspace; managed deployments on waitlist
Agent chat · sandboxed apps · Gatekeepers · documents and slides · GitHub repository workflows · Google Workspace integrations · deployment to your Cloudflare account · managed deployment waitlist
MainFunc · AI workspace + agents
Super Agent · AI Slides · Sheets · Docs · browser
Manus · General autonomous agent
Browser · research · coding · slides · scheduled tasks · Manus 2.0 with Cascade harness · Cloud Computer · event-triggered Automations · Manus Studio · computer use (authorized connected session)
Manus · Personal agents with separate identities in invite-only early access
Personal agents (invite code required) · agent email, phone, wallet and computer · agent group chats · web and desktop access (early access)
Elicit · Research assistant
Literature review · extraction · systematic review
Consensus · Academic search engine
Evidence search · synthesis · citations
Research Solutions · Citation intelligence
Smart Citations · Assistant · reference checks
Microsoft · Multi-agent framework
Conversational agents · AgentChat · Core · Studio
Microsoft · Enterprise agent SDK
Agents · plugins · process framework · memory
AWS · Agent SDK and configurable harness
Agents · tools · multi-agent · observability · Harness SDK · Strands harness · CLI · Bidi Agents (generally available) · Nova Sonic, OpenAI and Gemini voice models
Agno · Agent framework
Agents · teams · workflows · memory · knowledge
deepset · AI orchestration framework
Pipelines · agents · RAG · components
Stanford NLP · LM programming framework
Modules · optimizers · signatures · evaluation
IBM Research · Multi-agent framework
Agents · workflows · tools · memory
Rasa · Conversational AI framework
CALM · NLU · dialogue · enterprise platform
Swarms · Multi-agent framework
Agent teams · workflow patterns · marketplace
FoundationAgents · Multi-agent software company
Role-based agents · SOP workflows
CAMEL-AI · Multi-agent research framework
Agent societies · tools · memory · data generation
Letta · Stateful agent platform
Memory · agent server · ADE · model agnostic
BrainBlend AI · Typed agent framework
Composable agents · tools · schemas
Vercel · TypeScript AI toolkit
Model abstraction · tool calling · UI streaming
Dify · LLM application platform
Visual workflows · agents · RAG · model gateway
Flowise · Visual agent builder
Chatflows · Agentflows · multi-agent · RAG
DataStax · Visual AI builder
Component graph · agents · MCP · API
n8n · Workflow + agent automation
Visual workflows · agents · integrations · self-host
Activepieces · AI automation builder
Agents · flows · MCP · integrations
Ironclad · Visual AI programming
Graphs · debugger · TypeScript runtime
Vellum · AI development platform
Workflows · prompts · evals · deployment
Dust · Enterprise agent platform
Agent builder · knowledge · tools · governance
Relevance AI · AI workforce platform
Agents · tools · teams · templates
Parcha Labs · Managed reusable workflow agents
Reusable agents from chat or code · Batch runs and recurring workflows · TypeScript and Python SDKs · REST API, MCP and A2A interfaces
Botpress · Agent platform
Visual studio · knowledge · integrations · cloud
Voiceflow · Conversational agent builder
Visual flows · knowledge · voice · chat · API
Stack AI · Enterprise agent builder
Workflows · RAG · forms · governance
Arg Labs · AI workspace and agent platform
Agents · Loops · internal apps · shared filesystem
Cursor · IDE and CLI coding agent; active maintenance has ended
Autocomplete · chat · agents · model hub
Block · Local coding agent
CLI · desktop · extensions · multi-model
SST · Terminal coding agent
TUI · desktop · client/server · multi-provider
Alibaba Qwen · Terminal coding agent
Repo editing · tools · MCP · Qwen models
Anaconda · IDE coding agent
Orchestrator · architect · code · debug modes
TabbyML · Self-hosted code assistant
Completion · chat · answer engine · enterprise
Zed Industries · Open editor + AI agent
Agent panel · edit predictions · external agents
AWS · Developer agent
IDE · CLI · transformations · reviews · operations
AWS · Agentic IDE
Specs · steering · hooks · autonomous agent
JetBrains · IDE coding agent
Planning · code changes · tests · IDE integration
Augment · Enterprise coding agent
Context engine · IDE · CLI · code review
Amp Frontier Corporation · Agentic coding tool
CLI · editor · threads · model orchestration · Puck agent coordination and realtime voice · Puck MCP (Amp sign-in; workspace policy applies) · GitHub event subscriptions for PR comments, reviews and CI
Warp · Agentic terminal
Agent mode · codebase context · cloud agents
Factory · Software development agent
CLI · web · Slack · Jira · enterprise
Qodo · Code quality agents
IDE · merge review · test generation · PR agents
CodeRabbit · AI code review
PR reviews · IDE reviews · issue planning
Greptile · AI code review
Repository graph · PR review · custom rules
Poolside · Enterprise coding agents
Private models · assistants · autonomous agents
Tabnine · Enterprise code assistant
Completion · chat · agents · private deployment
Sourcegraph · Enterprise codebase assistant (self-service plans discontinued)
Chat · autocomplete · enterprise context
GitLab · DevSecOps AI suite
Chat · code suggestions · root cause · agents
Sweep · GitHub coding agent
Issue-to-PR · code review · self-host components
Plandex · Terminal coding agent
Planning · sandboxed diffs · multi-model
RA.Aid · Autonomous coding agent
Research · planning · implementation · Aider backend
SWE-agent team · Minimal coding harness
Compact agent loop · SWE-bench · research
GitHub · Prompt-to-app builder
Natural language · GitHub · Copilot · deploy
Google · Prompt-to-app builder
Gemini apps · code · API keys · Cloud Run
Figma · Prompt-to-prototype builder
Design context · functional prototypes · publish
Rork · Mobile app builder
React Native apps · Expo · app store workflow
Create · AI app builder
Web apps · sites · tools · integrations · Mobile apps · integrated backend, authentication and payments
Databutton · Full-stack app builder
React · Python · database · integrations · deploy
Same · UI cloning + app builder
Website replication · editing · code export
Magic Patterns · AI product design
UI generation · design systems · React export
Tempo Labs · AI software factory
Requirements-to-PR · visual editor · code agents
Builder.io · Product design + code agent
Visual edits · Figma · code · pull requests
Softgen · Prompt-to-app builder
Web apps · database · auth · deploy
Marblism · SaaS app generator
Frontend · backend · database · auth · payments
Pythagora · Full-stack app builder
GPT Pilot · app generation · debugging · deploy
Lovable Labs · Prompt-to-code builder
Code generation · local agent · community project
Firecrawl · Website-to-app generator
Clone sites into editable React apps
IBM · Enterprise AI studio
Foundation models · agents · governance · data
Oracle · Managed AI platform
Models · agents · vector search · dedicated clusters
NVIDIA · Inference microservices
Optimized model containers · APIs · enterprise support · Nemotron 3.5 Super VL inference microservice
Databricks · AI development platform
Model serving · agents · vector search · evaluation
Snowflake · AI inside data cloud
LLM functions · search · agents · analyst · Cortex Agent code execution (generally available) · Claude Haiku 5.5 in Cortex REST API (public preview) · GPT-6.1 Sol (public preview)
Cloudflare · Serverless AI platform
Inference · AI Gateway · Vectorize · Agents SDK · Clef inference · Clef-flash inference · Web Search API (open beta) · Clef-omni audio/video inference
Cerebras · Wafer-scale inference cloud
Fast model APIs · dedicated deployments
Baseten · Model deployment platform
Model APIs · Truss · dedicated deployments
fal · Generative media infrastructure
Image · video · audio · 3D model APIs
Modal · Serverless AI compute
GPU functions · sandboxes · inference · jobs
RunPod · GPU cloud
Pods · serverless GPU · model endpoints
CoreWeave · AI cloud infrastructure
GPU compute · Kubernetes · inference · storage · CoreWeave Forge · ARIA · Agent Lens
Nebius · AI-native cloud
GPU clusters · managed ML · inference
Lambda · GPU cloud
Instances · clusters · workstations · inference
DeepInfra · Model inference API
Serverless models · embeddings · dedicated deployments
OpenRouter · Multi-model gateway
Unified API · routing · model catalog · analytics
BentoML · AI serving framework
Model services · containers · BentoCloud
Anyscale · Ray AI platform
Ray clusters · training · batch · model serving
NVIDIA · AI inference platform
Model APIs · dedicated endpoints · GPU compute
Crusoe · AI infrastructure cloud
GPU clusters · managed Kubernetes · storage
Prime Intellect · Hosted model serving and inference gateway
OpenAI-compatible API · serverless endpoints · reserved and dedicated serving capacity · third-party model gateway · GLM-5.3 · Moondream 3.1 · Clef and Clef Flash
LM Studio · Desktop local AI runtime
Model discovery · chat · local API · MCP
Menlo Research · Local AI desktop
Chat · model hub · local API · extensions
Mudler · Local inference stack
OpenAI-compatible APIs · multimodal · distributed
Hugging Face · LLM serving toolkit
Continuous batching · tensor parallelism · metrics
LMSYS Org · LLM serving engine
Fast structured generation · radix attention · APIs
NVIDIA · GPU inference library
Optimized kernels · quantization · multi-GPU serving
MLC AI · Universal deployment engine
WebGPU · mobile · desktop · server inference
Community · Local model server + UI
GGUF inference · story UI · API
Nomic AI · Local AI desktop + SDK
Chat · local docs · Python SDK · API
Chroma · AI-native database
Embeddings · vector search · local/cloud
Community · Postgres vector extension
Vector types · similarity search · indexing
LanceDB · Multimodal lakehouse
Embedded vectors · serverless cloud · table format
Vespa.ai · Search + serving engine
Vector · lexical · ranking · recommendation
OpenSearch Project · Search and analytics engine
Vector search · hybrid search · ML Commons
Zilliz · Managed vector database
Milvus cloud · pipelines · hybrid search
Mem0 · Agent memory layer
User memory · graph memory · hosted platform
Zep · Temporal knowledge graph
Agent memory · Graphiti · cloud
Tencent · Chat, working and coding memory for agents
Hy Memory 2.0 Python SDK · Chat, working and coding memory · MemHub local desktop and CLI · Hy-Memory-30B-A3B memory-writing model
Cognee · AI memory engine
Knowledge graphs · vectors · memory pipelines
Microsoft Research · Graph-based RAG toolkit
Knowledge graph extraction · community summaries
Unstructured · Document ingestion platform
Partition · enrich · chunk · connectors · API
IBM Research · Document conversion toolkit
PDF · Office · tables · OCR · structured export
LlamaIndex · Document parsing service
PDF · tables · multimodal · structured extraction
Graphlit · Knowledge platform API
Ingest · extract · search · conversations · agents
Elastic · Search + grounding APIs
Reader · Search · embeddings · rerankers · Jina On-Prem
Cloudflare · Managed indexing and retrieval for applications and agents
Hybrid search · native image embeddings · OCR for scanned PDFs · automated indexing · metadata filtering · MCP endpoint · Japanese, Chinese and Korean keyword queries (trigram tokenizer)
Cloudflare · Open-beta web search API for grounding agents through AI Gateway
Structured search results · Ceramic.ai, Exa and Linkup providers · REST API · Workers AI binding · AI Gateway logging and billing · bring your own provider key
Cloudflare · Code Mode MCP server for Cloudflare APIs with hosted OAuth access
Code Mode API search and execution · OAuth and scoped API tokens · isolated Dynamic Worker execution · Cloudflare skills via MCP (compatible clients) · open-source server code · Workers Issues via MCP Events (webhook-compatible clients)
Perplexity · Search + answer APIs
Sonar · Search · Agent · Embeddings APIs
Brave · Independent web search API
Web · news · images · video · LLM context
You.com · Search + research APIs
Search · Contents · Research · Agent APIs
Parallel · Web research infrastructure
Search · extract · deep research · task APIs
Community · LLM-friendly crawler
Async crawling · Markdown · extraction · browser
ScrapeGraphAI · AI web extraction
Prompted scraping · crawling · structured output
Browserbase · Browser infrastructure for agents
Managed browsers · Stagehand · observability
Browserbase · AI browser automation
Natural-language actions · extraction · Playwright
E2B · Agent cloud sandboxes
Code interpreter · desktop · isolated runtimes
Daytona · Secure agent sandboxes
Programmatic workspaces · code execution · cloud
InsForge AI · Cloud Linux computers for AI agents
Persistent Linux virtual machines · Pause/resume and snapshots · Agent-controlled desktop with human takeover · CLI, TypeScript SDK and HTTP API
Composio · Agent tool platform
Managed auth · tools · MCP · integrations
Arcade · Secure agent tool execution
Auth · tool calls · MCP · permissions
Smithery · MCP registry + platform
Server directory · deploy · connect · observability
Amazon Web Services · Governed agent discovery service
Agent catalog · tool and skill registry · hybrid search · approval workflows · MCP endpoint · schema-validated custom metadata · custom metadata search filters
Amazon Web Services · Official AWS skills, plugins and MCP integration for AI coding agents
AWS MCP Server integration · AWS service skills and plugins · AWS CLI setup · SageMaker AI/ML skill · model training, customization and deployment guidance
Helicone · LLM observability + gateway
Proxy · traces · costs · prompts · sessions
Palo Alto Networks · AI gateway + observability
Routing · fallbacks · guardrails · logs · caching
BerriAI · Unified model gateway
OpenAI-compatible proxy · routing · budgets · guardrails
Weights & Biases · AI evaluation toolkit
Tracing · scorers · datasets · experiments
CoreWeave · Production agent observability and evaluation in Forge
Agent traces · failure clustering · LLM judges · evaluation datasets · OpenTelemetry · Skills and MCP
Confident AI · LLM evaluation framework
Unit tests · metrics · agents · synthetic data
GitHub / Microsoft · Research-preview benchmark for AI code review agents
Public pull-request corpus · human-reviewed findings · local judging CLI · precision and recall metrics · self-service agent evaluation · reviewed leaderboard submissions
Exploding Gradients · RAG + agent evaluation
Metrics · test data · experiments
Comet · LLM evaluation platform
Tracing · evals · prompts · dashboards
Giskard · AI testing framework
LLM scan · red teaming · RAG evaluation
Traceloop · OpenTelemetry AI observability
OpenLLMetry · traces · metrics · evaluations
HoneyHive · Agent evaluation platform
Tracing · datasets · experiments · production evals
Patronus AI · AI evaluation + security
Judges · benchmarks · experiments · monitoring
Galileo · GenAI evaluation platform
Observe · evaluate · protect · optimize
Fiddler AI · AI observability + governance
Monitoring · explainability · guardrails · evals
LangWatch · LLM evaluation platform
Tracing · scenarios · evals · optimization
Keywords AI · LLM observability platform
Gateway · logs · traces · evals · prompts
NVIDIA · LLM vulnerability scanner
Probes · detectors · harnesses · reports
Google · Agentic vulnerability review harness
Vulnerability discovery · triage · reproduction · patching · ADK reference harness
Harvey · Validation framework
Validators · structured data · hub · guardrails · Snowglobe
Protect AI · LLM input/output scanner
Prompt injection · PII · toxicity · secrets
Protect AI · Model security scanner
Unsafe serialization · malware · supply-chain scanning
Microsoft · AI red teaming framework
Orchestration · attacks · scoring · datasets
Invariant Labs · Agent policy guardrails
Tool-call policies · PII · prompt injection
HiddenLayer · AI detection + response
Model scanner · runtime detection · red teaming
Palo Alto Networks · AI security technology integrated into Palo Alto Networks Prisma AIRS
Guardian · ModelScan · NB Defense · MLSecOps · Prisma AIRS integration
F5 · Enterprise AI security
Prompt defense · data loss prevention · policy · F5 AI Guardrails · F5 AI Red Team
Mindgard · AI red teaming platform
Automated attacks · risk monitoring · threat research
Cisco · Enterprise AI security
Model validation · runtime protection · discovery
Zenity · Agent security posture
Discovery · governance · runtime protection
Credo AI · AI governance platform
Inventory · risk · controls · evidence · compliance
Stability AI · Image model family
Text-to-image · editing · ControlNet ecosystem
Black Forest Labs · Multimodal creative model family
Image generation · editing · API · open weights · FLUX 3 Video · synchronized audio · FLUX 3 Image · bounding-box image editing
Ideogram · Image generation platform
Text rendering · design · canvas · API
Recraft · Design generation platform
Raster · vector · mockups · brand styles · API
Canva · Image + video generation
Canvas · models · motion · texture · API
Krea · Realtime creative suite
Image · video · realtime canvas · enhancer
Bria AI · Licensed visual generation
Image models · editing · brand controls · API
Photoroom · AI product photography
Backgrounds · editing · virtual models · API
Freepik · AI image enhancement
Upscale · relight · transform · precision controls
Kuaishou · Video generation platform
Text/image-to-video · motion control · lip sync
Pika · Video generation platform
Pikaffects · scenes · ingredients · edits
Luma AI · Video generation platform
Ray models · image/video generation · API
MiniMax · Video generation platform
Text/image-to-video · subject reference · camera
ShengShu Technology · Video generation platform
Reference-to-video · text/image-to-video
PixVerse · Video generation platform
Text/image-to-video · effects · characters · API
Higgsfield AI · Cinematic video generation
Camera motion · characters · ads · image tools · Supercomputer creative agent · image/video generation via MCP and ChatGPT plugin
Pollo AI · AI creative suite for video, images and marketing assets
Pollo Agent · Marketing Studio · video and image generation · storyboards and campaign visuals
Synthesia · AI video platform
Avatars · scripts · localization · enterprise studio
Tavus · Conversational video API
Digital replicas · realtime video agents
D-ID · Digital human platform
Talking avatars · agents · video translation · API
Captions · AI video creation app
Actors · editing · dubbing · eye contact
Udio · Music generation platform
Songs · remix · extend · editing · stems
Stability AI · Audio model + service
Music · sound effects · audio-to-audio
PlayAI · Voice AI platform
TTS · voice cloning · voice agents · API
Resemble AI · Voice generation + safety
TTS · cloning · detection · watermarking
Cartesia · Realtime voice models
Sonic TTS · voice cloning · streaming API
Deepgram · Voice AI API
Speech-to-text · text-to-speech · voice agents
AssemblyAI · Speech intelligence API
Transcription · speech understanding · streaming
Speechmatics · Speech AI platform
Transcription · translation · realtime · voice agents
Hume AI · Empathic voice AI
Expression model · voice interface · API
Meshy · 3D generation platform
Text/image-to-3D · texturing · rigging · API
VAST · 3D generation platform
Image/text-to-3D · rigging · animation · API
Kaedim · Production 3D asset platform
Image-to-3D · human QA · asset management
Raspberry AI · Agentic fashion design platform
fashion agents · design and tech packs · merchandising · product photography · marketing and e-commerce
Scale AI · AI data foundry
Data labeling · RLHF · evaluations · Donovan
Labelbox · AI data factory
Labeling · model evaluation · data curation
Encord · Multimodal data platform
Annotation · curation · active learning · QA
Snorkel AI · Data development platform
Programmatic labeling · curation · evaluation
HumanSignal · Data labeling platform
Multimodal annotation · ML backend · enterprise
Hugging Face · AI data collaboration
Human feedback · annotation · dataset curation
NVIDIA · Synthetic data platform
Generate · transform · safe data · APIs
MOSTLY AI · Synthetic data SDK
Tabular synthesis · privacy · local generation
Tonic.ai · Synthetic data platform
Structured · unstructured · test data · privacy
Linux Foundation · AI lifecycle platform
Tracking · models · evaluation · deployment
Microsoft · Reinforcement learning framework for training agents with their existing harnesses
Harnessed Agentic RL · OpenAI-compatible model proxy · local and Kubernetes rollouts · coding agent training examples · v1.0 training control plane
Weights & Biases · AI developer platform
Experiments · artifacts · registry · Weave
CoreWeave · AI research and experiment iteration agent in Forge
Experiment analysis · hypothesis generation · training launches with approvals · interactive dashboards · GitHub code changes · project memory
ClearML · MLOps platform
Experiments · orchestration · data · serving
Iterative · ML data versioning
Data · experiments · pipelines · Studio
ZenML · MLOps framework
Pipelines · artifact store · stack orchestration
CNCF · Kubernetes ML platform
Pipelines · training · notebooks · serving
Anyscale · Distributed AI compute
Train · Data · Serve · Tune · RLlib
CNCF · Kubernetes model serving
Inference services · autoscaling · model mesh
Seldon · Kubernetes inference platform
Model deployment · routing · monitoring
NVIDIA · Inference server
Multi-framework serving · batching · metrics
OpenAccess AI Collective · LLM fine-tuning toolkit
LoRA · QLoRA · preference tuning · distributed
Unsloth AI · Efficient model training
Fine-tuning · quantization · local studio
Hiyouga · LLM fine-tuning framework
Web UI · LoRA · RLHF · multimodal training
Hugging Face · Post-training library
SFT · DPO · GRPO · reward modeling
Microsoft · Distributed training library
ZeRO · inference · compression · parallelism
Netflix · ML workflow framework
Data science workflows · orchestration · deployment
LangChain · Batteries-included agent harness
Planning · filesystem · subagents · long-term memory
DeepSeek AI · Plugin-based agent harness
Web UI · plugin system · tools · subagents · profiles · sandboxing
OpenClaw · Personal agent runtime
Gateway · skills · messaging · browser · memory
NVIDIA · Policy-enforced runtime for autonomous agents
Sandboxed execution · policy engine · privacy routing · credential providers · container and MicroVM drivers
Microsoft · Policy-based containment runtime for agent tools
Windows, macOS and Linux containment · filesystem and network policies · Rust, .NET and Node SDKs · Windows 11 support (generally available) · experimental containment backends
Perplexity · Self-hosted sandbox platform for agent and user code execution
Isolated Firecracker microVMs · HTTP sandbox lifecycle and command API · Pause, suspend and resume · E2B compatibility wrapper
NVIDIA · Secure always-on agent reference stack
CLI · agent onboarding · lifecycle management · OpenShell sandboxes · routed inference · egress policies
Nous Research · Self-improving personal AI agent
CLI · desktop · messaging gateway · memory · skills · subagents · automations
Initializ · Secure, portable AI agent runtime
Skills · MCP · A2A · egress controls · channels · memory · scheduling
Open Interpreter · Local computer-use agent
Code execution · computer control · local models
Significant Gravitas · Autonomous agent platform
Agent builder · blocks · marketplace · server · AutoPilot · managed hosted platform · self-hosted platform
SuperAGI · Agent platform
Toolkits · concurrent agents · telemetry · marketplace
Agent Zero · General-purpose agent framework
Computer tools · subagents · memory · self-hosting
FoundationAgents · General agent harness
Planning · browser · code · tools · sandbox
CAMEL-AI · Multi-agent task framework
Browser · code · documents · toolkits
Langroid · Multi-agent programming framework
Agents · tasks · tools · vector stores
ModelScope · Agent application framework
Multi-agent · tools · memory · deployment
Microsoft Research · Generalist multi-agent system
Orchestrator · web · terminal · files · coding
AG2AI · Conversational agent framework
Multi-agent chat · tools · human-in-loop
Simular · Computer-use agent framework
GUI grounding · planning · computer control
Linux Foundation · Agent interoperability protocol
Discovery · tasks · messages · artifacts · streaming
Linux Foundation / Anthropic · Tool interoperability protocol
Clients · servers · resources · prompts · tools
Google · Autonomous coding agent
Web agent · GitHub workflows · Jules API
Microsoft · Low-code agent builder
Agents · workflows · knowledge · tools · governance
Salesforce · Enterprise AI interface layer
live interfaces · Agentforce agents · Headless 360 · AgentExchange · Koa
TRAE · AI coding environment and work agent
TraeCode · TraeWork · IDE · autonomous agents
03 / Méthode
Inclus
Produits natifs IA, fournisseurs de modèles, infrastructure pour développeurs, systèmes d’agents et plateformes de génération spécialisées disposant d’une présence publique active.
Exclus
SaaS conventionnels dotés d’une simple fonction IA, surcouches minces, projets abandonnés, entreprises furtives et chaque version individuelle de modèle ou référence commerciale.
Lecture
Open source désigne du code sous licence de type OSI. Les poids ouverts et le code source disponible sont distingués. Hybride associe un composant ouvert significatif à un service fermé.
Limite
Aucune liste finie ne peut garantir l’exhaustivité de ce marché. Cet aperçu à fort signal est vérifié à partir des pages produit et dépôts officiels, puis maintenu comme un index vivant.
Les pages produit, documentations, dépôts, journaux de modifications, flux de versions et fichiers de licence officiels constituent le standard de publication. Les index comparatifs servent uniquement à découvrir des candidats.
Une carte de décision, pas un classement. La classification décrit l’accès au cœur du produit ; un dépôt public ne suffit pas à rendre un produit entier open source.