AI Rankings Lab

Themen — Stand 2026-07-22

LLM-Basismodelle (2026-07)Agent-Frameworks & RuntimesCoding-Agenten & IDEsRAG, Memory & WissenBildgenerierung (aktuell)Video & MotionStimme & AudioEval, Observability & GuardrailsInferenz-InfrastrukturAI-Produkt- & WachstumsformenAI-Leader-Karte (2026)Top-Labs / Frontier-OrgsMeilenstein-PapersBenchmarks die Käufer zitierenProduct Hunt · AI-ProduktindexApple App Store · AI-App-IndexGoogle Play · AI-App-IndexX Hot Topics · AIReddit · AI Hot TopicsGitHub · AI-Repo-IndexAI Skills · Ökosystem-Index

LLM-Basismodelle (2026-07)

Aktive Frontier-Basismodelle · top 20 · as_of 2026-07-22

Quellen / öffentliche APIs

Rangliste LM Arena / Chatbot ArenaPublic Text/Code/Agent arena boards (ex-LMSYS; HF Space is a mirror entry)
Rangliste LMSYS Arena HF Space (mirror)Arena HF Space mirror (often more reachable)
Öffentliche API OpenRouter Models APIMachine-readable model catalog (id/pricing/context)
Rangliste Artificial AnalysisIndependent quality/speed/price comparison
Rangliste Hugging Face Open LLM LeaderboardOpen-weight evaluation entry point

#	Name	Warum auf der Karte
1	Claude Fable 5 / Opus 4.8 class Home Kartenpriorität: 100	Primary long-horizon control-plane class; still top-tier on agent/SWE boards
2	GPT-5.6-Sol / GPT-5.5 Pro class Home Kartenpriorität: 99	Coding/STEM flagship; default executor in Codex and ChatGPT product surface
3	Gemini 3.1 / 3.x class Home Kartenpriorität: 98	Long-context science/multimodal surface tightly tied to Google stack
4	Grok 4.5 / xAI Home Kartenpriorität: 97	Realtime + X-native retrieval; cost-effective cross-check route
5	DeepSeek-V3 / R1 class Repo Kartenpriorität: 96	Open-weight reasoning cost leader for private/local deploy
6	Qwen3 / Qwen 3.7 class (Alibaba) Repo Kartenpriorität: 95	Active bilingual + contest-math line; open and cloud dual track
7	Llama 4 class (Meta) Repo Kartenpriorität: 94	Default open ecosystem base; wide fine-tune and private deploy
8	Mistral Large / Mixtral line Home Kartenpriorität: 93	EU-positioned open/API line favored in enterprise procurement
9	Kimi K3 / Moonshot long-context Home Kartenpriorität: 92	Long-context + strong frontend-code arena presence; CN document workflows
10	GLM-5.x / Zhipu Home Kartenpriorität: 91	CN API + open dual track; frequent open-weight Arena contender
11	Amazon Nova class Home Kartenpriorität: 90	Bedrock-native tiered models default inside AWS accounts
12	Claude Sonnet 5 / writing tier Home Kartenpriorität: 89	Writing/instruction-following product default; cost-efficient daily writing tier
13	o-series / deliberative reasoners Home Kartenpriorität: 88	Explicit multi-step reasoning route for hard second-pass work
14	Claude Haiku / fast tier Home Kartenpriorität: 87	Low-latency triage tier used as cheap front filter
15	Phi-4 / small strong on-device Home Kartenpriorität: 86	On-device/edge small models for privacy and offline
16	Cohere Command / Embed / Rerank Home Kartenpriorität: 85	Still common specialized components for enterprise RAG stacks
17	xAI image/video generation stack Home Kartenpriorität: 84	Same-vendor multimodal gen stack beside Grok chat
18	OpenAI Images 2.0 / GPT Image 2 Home Kartenpriorität: 83	High-res controllable product-image path used in delivery
19	Local GGUF 70B-class (llama.cpp) Repo Kartenpriorität: 82	Fully offline private inference baseline for air-gapped envs
20	Command R+ / retrieval-first LLMs Home Kartenpriorität: 81	Retrieval-first enterprise QA family still on buy lists

Agent-Frameworks & Runtimes

Orchestrierung die Systeme ausliefert · top 20 · as_of 2026-07-22

Quellen / öffentliche APIs

Offizielle Docs Model Context Protocol SpecCross-runtime tool protocol standard
Offizielle Docs LangGraph DocumentationStateful agent graph runtime docs
Offizielle Docs Anthropic Claude Agent SDKOfficial Claude Agent SDK docs (same tool loop as Claude Code)
Offizielle Docs OpenAI Agents SDKOpenAI Agents Python SDK

#	Name	Warum auf der Karte
1	LangGraph Home Adoption: 100	Stateful recoverable graphs; a de-facto complex-agent standard
2	Claude Agent SDK / Claude Code harness Home Adoption: 99	Native coding-agent harness with hooks/skills
3	OpenAI Agents SDK Home Adoption: 98	Hosted tool-loop with MCP integration path
4	MCP (Model Context Protocol) Repo Adoption: 97	Tool protocol standard across IDEs/runtimes
5	CrewAI Repo Adoption: 96	Role-based multi-agent team templates
6	AutoGen / AG2 Repo Adoption: 95	Multi-agent conversational collaboration patterns
7	Semantic Kernel Repo Adoption: 94	Enterprise plugin orchestration (.NET/Python)
8	LlamaIndex Workflows Home Adoption: 93	Data/index-centric agent pipelines
9	Dify Repo Adoption: 92	Low-code agent app build and publish
10	n8n + AI nodes Repo Adoption: 91	Workflow automation with embedded LLM steps
11	Temporal + LLM workers Home Adoption: 90	Durable long-running agent jobs
12	Mastra Repo Adoption: 89	TypeScript-native agent framework
13	PydanticAI Home Adoption: 88	Typed Python agent tooling
14	Cursor Agent mode Produkt Adoption: 87	In-IDE multi-file agent UX default
15	Codex CLI Repo Adoption: 86	Terminal-side OpenAI coding agent
16	Aider Repo Adoption: 85	Git-diff-aware CLI pair programmer
17	Browser-use / computer-use stacks Repo Adoption: 84	GUI/browser action agents
18	Haystack Repo Adoption: 83	Composable NLP/RAG/agent pipelines
19	OpenClaw / Hermes-class harnesses Repo Adoption: 82	Personal multi-tool agent OS direction
20	Smolagents Repo Adoption: 81	Minimal Hugging Face agent runtime

Coding-Agenten & IDEs

Oberflächen zum täglichen Shippen · top 20 · as_of 2026-07-22

Quellen / öffentliche APIs

Offizielle Docs Claude Code DocsOfficial Claude Code documentation
Vertrauenswürdige Seite OpenAI Codex (GitHub)Official Codex repo entry (marketing pages often bot-403)
Offizielle Docs Cursor DocsCursor IDE agent docs
Vertrauenswürdige Seite Aider GitHubOpen-source CLI pair-programming agent

#	Name	Warum auf der Karte
1	Claude Code Home Ship-Frequenz: 100	Deep-repo agent with hooks/skills; strong multi-file reasoning
2	Codex CLI / VS Code agent Repo Ship-Frequenz: 99	Terminal-first autonomous coding; top Terminal-Bench surface
3	Cursor Produkt Ship-Frequenz: 98	Mainstream AI IDE default; highest daily multi-file edit polish
4	GitHub Copilot Workspace / agent Repo Ship-Frequenz: 97	PR-native agent with CI; common enterprise procurement default
5	Windsurf / Devin Desktop Home Ship-Frequenz: 96	Cognition-consolidated agent IDE surface; async ticket-style work
6	Grok Build Home Ship-Frequenz: 95	xAI coding CLI/build surface; fastest-rising newcomer
7	OpenCode Repo Ship-Frequenz: 94	Open multi-provider coding agent; leading MIT/star open entry
8	Gemini CLI Repo Ship-Frequenz: 93	Google terminal coding agent; free frontier-model entry
9	Aider Repo Ship-Frequenz: 92	Pure CLI + git workflow camp
10	Continue.dev Repo Ship-Frequenz: 91	Open IDE extension hub
11	Zed AI Home Ship-Frequenz: 90	Performance-first editor AI
12	JetBrains AI Assistant Home Ship-Frequenz: 89	Embedded in JetBrains ecosystem
13	Amazon Q Developer Home Ship-Frequenz: 88	AWS-centric code agent
14	Cline / Roo Code Repo Ship-Frequenz: 87	Open VS Code agent fork family
15	Replit Agent Home Ship-Frequenz: 86	Cloud IDE full-stack agent
16	v0 / Lovable class Produkt Ship-Frequenz: 85	UI generation to runnable frontends
17	Bolt / StackBlitz agent Produkt Ship-Frequenz: 84	In-browser full-stack generation
18	Devin-class autonomous eng agents Home Ship-Frequenz: 83	Highly autonomous async eng-agent category
19	SWE-agent patterns Repo Ship-Frequenz: 82	Research-to-prod coding loop patterns
20	Sourcegraph Cody Home Ship-Frequenz: 81	Code-graph-aware assistant

RAG, Memory & Wissen

Retrieval und Session-übergreifendes Memory · top 20 · as_of 2026-07-22

Quellen / öffentliche APIs

Offizielle Docs LlamaIndex DocsData/index-centric RAG framework
Offizielle Docs LangChain Retrieval DocsRetrieval-augmented concepts and components
Öffentliche API Pinecone API ReferenceVector DB public REST API
Öffentliche API Weaviate REST APIOpen-source vector DB REST API

#	Name	Warum auf der Karte
1	LlamaIndex Home Reife: 100	A default data framework for RAG apps
2	LangChain / LangGraph retrievers Home Reife: 99	Broadest connector and chain retrieval ecosystem
3	Pinecone Home Reife: 98	Managed vector DB common buy default
4	Qdrant Home Reife: 97	Open high-performance vector store
5	Weaviate Home Reife: 96	Hybrid search with modules
6	pgvector Repo Reife: 95	Vectors inside Postgres for existing PG stacks
7	Chroma Home Reife: 94	Local-first vector store for prototypes
8	Elasticsearch vector Home Reife: 93	Search+vector hybrid upgrade path
9	Voyage / Cohere embeddings Home Reife: 92	High-quality embedding APIs
10	Docling / Unstructured Repo Reife: 91	Document parse-to-chunk entry
11	Firecrawl / web extract Repo Reife: 90	Web to clean markdown extraction
12	GraphRAG patterns Repo Reife: 89	Entity-graph retrieval patterns
13	Mem0 / agent memory libs Repo Reife: 88	Cross-session agent memory libraries
14	Azure AI Search Home Reife: 87	Microsoft enterprise hybrid search
15	Vertex AI Search Home Reife: 86	GCP enterprise RAG
16	NotebookLM class Home Reife: 85	Source-grounded notebooks
17	Obsidian + AI plugins Home Reife: 84	Personal knowledge base + AI
18	Zep / conversation memory Home Reife: 83	Conversation long-term memory services
19	Code graphs (Tree-sitter / codegraph) Home Reife: 82	Structural code retrieval vs pure vectors
20	Haystack pipelines Repo Reife: 81	Production NLP/RAG pipelines

Bildgenerierung (aktuell)

Hauptpfade 2026 · top 20 · as_of 2026-07-22

Quellen / öffentliche APIs

Offizielle Docs OpenAI Images APIOfficial OpenAI Python SDK (images API; marketing/docs often bot-403)
Öffentliche API Stability AI Platform APIStable Diffusion family public API
Vertrauenswürdige Seite Black Forest Labs / FLUXFLUX official product site
Öffentliche API Replicate · text-to-imageMachine-readable image models + API (Midjourney main site often bot-403)

#	Name	Warum auf der Karte
1	ChatGPT Images 2.0 / GPT Image 2 Home Lieferbarkeit: 100	Delivery-oriented high-res controllable images; stronger readable text
2	Grok / Imagine Home Lieferbarkeit: 99	xAI image gen; usable style-reference edits
3	Flux family Repo Lieferbarkeit: 98	Open-weight photoreal main line
4	Midjourney v7 class Home Lieferbarkeit: 97	Aesthetic still default
5	Ideogram Home Lieferbarkeit: 96	Strong text-in-image layout
6	Imagen 3/4 Home Lieferbarkeit: 95	Google product image stack
7	Stable Diffusion 3.x Home Lieferbarkeit: 94	Open ecosystem baseline
8	Adobe Firefly Home Lieferbarkeit: 93	Brand-safe commercial licensing narrative
9	Recraft Home Lieferbarkeit: 92	Design-system / vector-ish outputs
10	Leonardo Home Lieferbarkeit: 91	Game/asset-oriented generation
11	ControlNet stacks Repo Lieferbarkeit: 90	Pose/depth/edge control
12	IP-Adapter / identity ref Repo Lieferbarkeit: 89	Character identity consistency
13	Kolors / CN diffusion Home Lieferbarkeit: 88	Chinese aesthetic open routes
14	Playground class Home Lieferbarkeit: 87	Design-friendly UI generation
15	Civitai community models Home Lieferbarkeit: 86	Community fine-tune marketplace
16	SDXL Lightning / turbo Home Lieferbarkeit: 85	Fast preview generation
17	Topaz / RealESRGAN upscalers Repo Lieferbarkeit: 84	Post-gen upscale finish
18	Background removal models Repo Lieferbarkeit: 83	E-commerce cutout necessity
19	Inpaint/outpaint toolchains Repo Lieferbarkeit: 82	Local repaint workflows
20	DALL·E lineage integrations Home Lieferbarkeit: 81	Legacy integrations still inside many products

Video & Motion

T2V/I2V und Talking-Head · top 20 · as_of 2026-07-22

Quellen / öffentliche APIs

Öffentliche API Runway APIRunway developer API docs
Öffentliche API Luma Dream Machine APILuma video generation API
Vertrauenswürdige Seite Kling AIKling product entry (public product surface)
Vertrauenswürdige Seite OpenAI GitHub orgOpenAI public org repos (Sora/marketing pages often bot-403)

#	Name	Warum auf der Karte
1	Google Veo 3.x Home Nutzbarer Pfad: 100	Google cinematic T2V/I2V main line; unified multimodal stack
2	Sora class Home Nutzbarer Pfad: 99	High-end narrative T2V category (product entry still shifting)
3	Kling Home Nutzbarer Pfad: 98	Common CN-market video generation
4	Runway Gen-3/4 Home Nutzbarer Pfad: 97	Creator video tool stack
5	Luma Dream Machine Home Nutzbarer Pfad: 96	Accessible cinematic T2V
6	Pika Home Nutzbarer Pfad: 95	Social short-form oriented
7	Hailuo / MiniMax video Home Nutzbarer Pfad: 94	CN product video models
8	Seedance / ByteDance video Repo Nutzbarer Pfad: 93	ByteDance motion/video pipelines
9	Vidu class Home Nutzbarer Pfad: 92	Multi-subject video
10	HeyGen Home Nutzbarer Pfad: 91	Avatar presenter videos
11	Synthesia Home Nutzbarer Pfad: 90	Enterprise training avatars
12	ElevenLabs + lipsync stacks Home Nutzbarer Pfad: 89	Voice-driven lipsync stacks
13	Hedra / talking-head Home Nutzbarer Pfad: 88	Portrait talking-head video
14	CapCut AI suite Home Nutzbarer Pfad: 87	Mass-market edit + gen
15	Descript Home Nutzbarer Pfad: 86	Transcript-first video edit
16	Remotion + AI assets Home Nutzbarer Pfad: 85	Code-driven video
17	HyperFrames / card video Repo Nutzbarer Pfad: 84	Card short-video templates
18	Adobe Firefly Video Home Nutzbarer Pfad: 83	Adobe brand-safe motion
19	Viggle / character motion Home Nutzbarer Pfad: 82	Character motion transfer
20	Open-Sora / CogVideo class Repo Nutzbarer Pfad: 81	Open video research routes

Stimme & Audio

TTS / STT / Musik / Voice-Agenten · top 20 · as_of 2026-07-22

Quellen / öffentliche APIs

Vertrauenswürdige Seite OpenAI Whisper (GitHub)Official Whisper repo; Audio API docs often bot-403
Öffentliche API ElevenLabs APISpeech synthesis/cloning public API
Öffentliche API Deepgram APIRealtime speech recognition API
Vertrauenswürdige Seite CartesiaLow-latency TTS product entry

#	Name	Warum auf der Karte
1	ElevenLabs Home Prod-Adoption: 100	High-quality TTS/clone default
2	OpenAI Realtime / TTS Home Prod-Adoption: 99	Low-latency voice-agent path
3	Whisper family Repo Prod-Adoption: 98	Open STT baseline
4	Deepgram Home Prod-Adoption: 97	Production STT APIs
5	AssemblyAI Home Prod-Adoption: 96	STT plus speech understanding
6	Cartesia Home Prod-Adoption: 95	Realtime voice generation
7	Azure Speech Home Prod-Adoption: 94	Enterprise STT/TTS
8	Google Cloud Speech Home Prod-Adoption: 93	GCP speech stack
9	Amazon Polly / Transcribe Home Prod-Adoption: 92	AWS default speech
10	Suno Home Prod-Adoption: 91	Mass-market music generation
11	Udio Home Prod-Adoption: 90	Music generation competitor
12	Play.ht / PlayAI Home Prod-Adoption: 89	Voice product stack
13	Resemble AI Home Prod-Adoption: 88	Enterprise voice clone
14	Descript Studio Sound Home Prod-Adoption: 87	Podcast denoise
15	FunASR / SenseVoice Repo Prod-Adoption: 86	Chinese open STT
16	Fish Audio / CN TTS Home Prod-Adoption: 85	Chinese natural TTS
17	Coqui / open TTS Repo Prod-Adoption: 84	Open voice models
18	WebRTC realtime voice bots Home Prod-Adoption: 83	Telephony-grade voice bots
19	Podcast AI digests Home Prod-Adoption: 82	Audio-to-summary pipelines
20	Audo / cleanup tools Home Prod-Adoption: 81	Audio cleanup tools

Eval, Observability & Guardrails

Messen, tracen, begrenzen · top 20 · as_of 2026-07-22

Quellen / öffentliche APIs

Offizielle Docs LangSmith Docs / APIAgent/LLM tracing and evaluation
Offizielle Docs Arize PhoenixOpen-source LLM observability
Öffentliche API Braintrust APIEval/logging public API
Rangliste HELM (Stanford CRFM)Academic multi-scenario evaluation

#	Name	Warum auf der Karte
1	LangSmith Home Ops-Bereitschaft: 100	LangChain-family tracing and evals
2	Langfuse Home Ops-Bereitschaft: 99	Open LLM observability
3	Phoenix / Arize Home Ops-Bereitschaft: 98	ML+LLM monitoring
4	Braintrust Home Ops-Bereitschaft: 97	Eval and logging platform
5	Promptfoo Home Ops-Bereitschaft: 96	Prompt/regression testing
6	DeepEval Repo Ops-Bereitschaft: 95	Python eval framework
7	RAGAS Benchmark Ops-Bereitschaft: 94	RAG quality metrics
8	Helicone Home Ops-Bereitschaft: 93	Gateway-layer observability
9	Weights & Biases Weave Home Ops-Bereitschaft: 92	Experiment + LLM traces
10	OpenTelemetry GenAI Home Ops-Bereitschaft: 91	Standardized tracing
11	Guardrails AI Home Ops-Bereitschaft: 90	Output validators
12	NeMo Guardrails Repo Ops-Bereitschaft: 89	Dialog policy rails
13	Llama Guard (Meta) Home Ops-Bereitschaft: 88	Safety classifier models
14	Presidio / PII redaction Home Ops-Bereitschaft: 87	Privacy redaction
15	LiteLLM Home Ops-Bereitschaft: 86	Unified model proxy
16	Portkey Home Ops-Bereitschaft: 85	Gateway and fallback routing
17	Humanloop Home Ops-Bereitschaft: 84	Prompt management
18	Sentry Home Ops-Bereitschaft: 83	App+error observability (incl. AI integrations)
19	Garak (NVIDIA) Repo Ops-Bereitschaft: 82	LLM adversarial/red-team testing
20	OpenAI Evals Repo Ops-Bereitschaft: 81	Custom task eval patterns

Inferenz-Infrastruktur

Wo Modelle wirklich laufen · top 20 · as_of 2026-07-22

Quellen / öffentliche APIs

Offizielle Docs vLLM DocsHigh-throughput open inference engine
Offizielle Docs Hugging Face TGIText Generation Inference docs
Öffentliche API Together AI Models APIHosted inference model catalog API
Öffentliche API Fireworks AI APIHosted inference public API

#	Name	Warum auf der Karte
1	vLLM Home Deploy-Realität: 100	Default open high-throughput serving
2	TensorRT-LLM Repo Deploy-Realität: 99	NVIDIA-optimized inference
3	Ollama Home Deploy-Realität: 98	Local model UX default
4	llama.cpp / GGUF Repo Deploy-Realität: 97	CPU/GPU local quantization
5	MLX Repo Deploy-Realität: 96	Apple Silicon inference
6	Fireworks AI Home Deploy-Realität: 95	Fast hosted open models
7	Together AI Home Deploy-Realität: 94	Open-model cloud
8	Groq Home Deploy-Realität: 93	Ultra-low-latency LPU inference
9	AWS Bedrock Home Deploy-Realität: 92	Enterprise multi-model hosted API
10	Azure OpenAI / AI Foundry Home Deploy-Realität: 91	Microsoft enterprise model platform
11	Vertex AI Home Deploy-Realität: 90	GCP model platform
12	Hugging Face TGI / Inference Home Deploy-Realität: 89	HF serving path
13	Modal Home Deploy-Realität: 88	Serverless GPU jobs
14	Replicate Home Deploy-Realität: 87	Model-as-API marketplace
15	Cloudflare Workers AI Home Deploy-Realität: 86	Edge inference
16	NVIDIA NIM Home Deploy-Realität: 85	Packaged enterprise inference microservices
17	SGLang Repo Deploy-Realität: 84	Fast open serving
18	Kubernetes Home Deploy-Realität: 83	DIY production orchestration baseline
19	SkyPilot Home Deploy-Realität: 82	Multi-cloud GPU cluster orchestration
20	Anyscale / Ray Home Deploy-Realität: 81	Distributed train and serving

AI-Produkt- & Wachstumsformen

Formen mit Budget/Distribution 2026 · top 20 · as_of 2026-07-22

Quellen / öffentliche APIs

Öffentlicher Report State of AI ReportAnnual industry survey (trend cross-check)
Öffentlicher Report a16z Generative AIa16z AI topic hub (old /generative-ai 404)
Vertrauenswürdige Seite Product Hunt AIPublic launch signals for new products
Vertrauenswürdige Seite GitHub TrendingPublic open-source heat list (not this map's ranks)

#	Name	Warum auf der Karte
1	Agentic coding workspaces Produkt Budget-Zug: 100	Highest concentration of eng budgets
2	Vertical agents (legal/tax/health) Home Budget-Zug: 99	Domain trust + workflow binding
3	Personal agent OS / second brain Repo Budget-Zug: 98	Daily habit and memory compounding
4	AI ads & UGC factories Product Hunt Budget-Zug: 97	Performance-ad creative factories
5	AI landing-page generators Produkt Budget-Zug: 96	Marketing landing-page throughput
6	Support copilots with tools Home Budget-Zug: 95	Support ROI clear and billable
7	Meeting → action systems Home Budget-Zug: 94	Calendar-native agents
8	Sales research agents Produkt Budget-Zug: 93	Outbound/lead intelligence
9	Internal knowledge chat Home Budget-Zug: 92	Default enterprise RAG delivery
10	Multimodal design suites Home Budget-Zug: 91	Design-to-ship pipelines
11	Voice-first mobile agents Home Budget-Zug: 90	Hands-free mobile scenarios
12	Computer-use automation Repo Budget-Zug: 89	Legacy GUI RPA upgrade
13	Eval-as-product dashboards Home Budget-Zug: 88	Buyer trust layer
14	Open-weight private clouds Home Budget-Zug: 87	Data-sovereignty procurement
15	AI education / cohort tools Home Budget-Zug: 86	Creator/training monetization
16	Synthetic data platforms Home Budget-Zug: 85	Training-flywheel infrastructure
17	Compliance-aware AI (audit trails) Home Budget-Zug: 84	Regulated-industry entry ticket
18	Hardware + AI gadgets Home Budget-Zug: 83	Edge-form-factor products
19	Skills / MCP tool marketplaces Repo Budget-Zug: 82	Ecosystem lock-in and distribution
20	Outcome-priced AI services Home Budget-Zug: 81	Outcome pricing beyond seats

AI-Leader-Karte (2026)

Agenda-Setzer, keine Follower-Rangliste · top 20 · as_of 2026-07-22

Quellen / öffentliche APIs

Vertrauenswürdige Seite Google DeepMindOfficial DeepMind org and research entry
Offizielle Docs Anthropic ResearchAnthropic public research and leadership context
Vertrauenswürdige Seite OpenAI GitHub orgOpenAI public org repos (main research pages often bot-403)
Vertrauenswürdige Seite meta-llama GitHubMeta Llama public org repos (ai.meta.com 400 for some clients)
Vertrauenswürdige Seite X · @demishassabisDeepMind CEO public X
Vertrauenswürdige Seite X · @samaOpenAI CEO public X

#	Name	Warum auf der Karte
1	Demis Hassabis (Google DeepMind) Home · @demishassabis Agenda-Gewicht: 100	Science+product dual narrative; Alpha lineage + Gemini control plane
2	Dario Amodei (Anthropic) Home · @DarioAmodei Agenda-Gewicht: 99	Safety/interpretability commercial flagship; Claude line
3	Sam Altman (OpenAI) Repo · @sama Agenda-Gewicht: 98	Platform distribution + capital narrative center; ChatGPT default
4	Yann LeCun (Meta FAIR / AMI Labs) Repo · @ylecun Agenda-Gewicht: 97	Open-source + world-model public debate bridge academia↔industry
5	Jensen Huang (NVIDIA) Home · @nvidia Agenda-Gewicht: 96	De-facto tax rate of the compute supply chain
6	Ilya Sutskever (SSI) Home · @ilyasut Agenda-Gewicht: 95	Scaling+alignment legacy and next-gen SSI narrative
7	Mustafa Suleyman (Microsoft AI) Home · @mustafasuleyman Agenda-Gewicht: 94	Consumer+enterprise dual stack; Copilot execution authority
8	Fei-Fei Li Home · @drfeifei Agenda-Gewicht: 93	Human-centered AI + vision foundations public voice
9	Geoffrey Hinton Home · @geoffreyhinton Agenda-Gewicht: 92	Godfather-layer public risk voice; high policy weight
10	Yoshua Bengio Home · @yoshuabengio Agenda-Gewicht: 91	Safety/governance academic agenda-setting
11	Andrej Karpathy Home · @karpathy Agenda-Gewicht: 90	Engineering education + product intuition mass amplifier
12	Satya Nadella (Microsoft) Home · @satyanadella Agenda-Gewicht: 89	CEO who ships frontier models into enterprise distribution
13	Mark Zuckerberg (Meta) Repo · @Meta Agenda-Gewicht: 88	Open-weight + social distribution free-tier strategy
14	Elon Musk (xAI) Home · @elonmusk Agenda-Gewicht: 87	Realtime X data + Grok product alternate narrative center
15	Noam Shazeer Home · @NoamShazeer Agenda-Gewicht: 86	Transformer co-author → consumer-agent product path
16	Jared Kaplan (Anthropic) Home · @AnthropicAI Agenda-Gewicht: 85	Scaling-laws→alignment productization research leadership
17	Jim Fan (NVIDIA) Home · @DrJimFan Agenda-Gewicht: 84	Public flagship for embodied/game agents research
18	Percy Liang (Stanford CRFM) Home · @percyliang Agenda-Gewicht: 83	HELM-class measurable-trust eval infrastructure
19	Andrew Ng Home · @AndrewYNg Agenda-Gewicht: 82	Education + applied-AI global distribution layer
20	Oriol Vinyals (DeepMind) Home · @OriolVinyalsML Agenda-Gewicht: 81	Sequence models + multi-agent research leadership

Top-Labs / Frontier-Orgs

Modelle, Papers, Stacks — mit offiziellem X · top 20 · as_of 2026-07-22

Quellen / öffentliche APIs

Vertrauenswürdige Seite Google DeepMindTop-lab official entry
Vertrauenswürdige Seite OpenAI (GitHub org)OpenAI public org repos (main site often bot-403)
Vertrauenswürdige Seite AnthropicAnthropic org entry
Vertrauenswürdige Seite meta-llama GitHubLlama weights/models public org repos
Vertrauenswürdige Seite facebookresearch GitHubMeta FAIR open-source org repos
Vertrauenswürdige Seite Microsoft Research AIMicrosoft Research AI public surface

#	Name	Warum auf der Karte
1	Google DeepMind Home · @GoogleDeepMind Systemeinfluss: 100	Science breakthrough + Gemini; Search/Cloud distribution
2	OpenAI Repo · @OpenAI Systemeinfluss: 99	ChatGPT default entry; API + agent platform center
3	Anthropic Home · @AnthropicAI Systemeinfluss: 98	Claude long-horizon/safety stack; enterprise coding narrative
4	Meta FAIR / Superintelligence Labs Repo · @AIatMeta Systemeinfluss: 97	Llama open-weight default base; research→community flywheel
5	Microsoft Research / Microsoft AI Home · @MSFTResearch Systemeinfluss: 96	Copilot distribution + Azure hosting; enterprise buy path
6	xAI Home · @xai Systemeinfluss: 95	Grok + X realtime surface; Imagine multimodal
7	NVIDIA Research / AI Home · @nvidia Systemeinfluss: 94	Compute + NIM inference; supply choke point
8	Amazon Science / AWS AI Home · @AmazonScience Systemeinfluss: 93	Bedrock multi-model shelf; default-visible in AWS accounts
9	Mistral AI Home · @MistralAI Systemeinfluss: 92	EU-compliance open/API dual track
10	DeepSeek Home · @deepseek_ai Systemeinfluss: 91	Open reasoning cost shock; private-deploy reference
11	Alibaba Qwen / Tongyi Repo · @Alibaba_Qwen Systemeinfluss: 90	Bilingual + tool-use ecosystem; open and cloud
12	Moonshot / Kimi Home · @Kimi_Moonshot Systemeinfluss: 89	Strong Chinese long-context product
13	Cohere Home · @Cohere Systemeinfluss: 88	Enterprise RAG/retrieval + Command line
14	Hugging Face Home · @huggingface Systemeinfluss: 87	Model/dataset/Spaces distribution hub
15	Allen Institute for AI (AI2) Home · @allen_ai Systemeinfluss: 86	Open science path incl. OLMo-class models
16	Stanford CRFM Home · @StanfordHAI Systemeinfluss: 85	Eval×policy academic hub (HELM)
17	Stability AI Home · @StabilityAI Systemeinfluss: 84	Image-gen open-weight and API product node
18	Black Forest Labs (FLUX) Home · @bfl_ml Systemeinfluss: 83	FLUX image-gen research/product line
19	Perplexity Repo · @perplexity_ai Systemeinfluss: 82	Retrieval-native chat product; active public eng narrative
20	Runway Research Home · @runwayml Systemeinfluss: 81	Video-gen research+product; Gen-series public reference

Meilenstein-Papers

Jede Zeile verlinkt das kanonische Paper · top 20 · as_of 2026-07-22

Quellen / öffentliche APIs

Vertrauenswürdige Seite arXiv cs.AI / cs.LG / cs.CLPrimary paper distribution; verify by arXiv id
Öffentlicher Report Attention Is All You Need (arXiv:1706.03762)Canonical Transformer paper anchor
Rangliste Papers with CodePaper↔code↔leaderboard cross-index
Vertrauenswürdige Seite Semantic ScholarPublic citation and author-graph search

#	Name	Warum auf der Karte
1	Attention Is All You Need (Vaswani et al.) Paper Ideen-Erbe: 100	Origin of the default Transformer architecture
2	Scaling Laws / Kaplan et al. Paper Ideen-Erbe: 99	Start of predictable compute-data-params narrative
3	GPT-3 / few-shot learners Paper Ideen-Erbe: 98	Public proof that large pretrain yields general ability
4	InstructGPT / RLHF Paper Ideen-Erbe: 97	Productization path aligning to human preference
5	Constitutional AI (Anthropic) Paper Ideen-Erbe: 96	Discussable blueprint for principle-based alignment
6	Chain-of-Thought prompting Paper Ideen-Erbe: 95	Made reasoning an explicit controllable interface
7	ReAct (reason + act) Paper Ideen-Erbe: 94	Default mental model for tool-using agents
8	LLaMA (Meta) Paper Ideen-Erbe: 93	Turn where open weights became a default base
9	Chinchilla compute-optimal Paper Ideen-Erbe: 92	Efficiency correction: data vs parameters
10	Diffusion / DDPM family Paper Ideen-Erbe: 91	Image-gen main path shift GAN→diffusion
11	CLIP (OpenAI) Paper Ideen-Erbe: 90	Vision-language shared representation into products
12	AlphaFold (DeepMind) Paper Ideen-Erbe: 89	Undeniable science-AI achievement sample
13	FlashAttention Paper Ideen-Erbe: 88	Feasibility jump for long-context train/serve
14	Mixture-of-Experts / Switch Transformers Paper Ideen-Erbe: 87	Sparse activation scaling became mainstream
15	DPO (Direct Preference Optimization) Paper Ideen-Erbe: 86	Widely adopted simplified alignment training path
16	Toolformer Paper Ideen-Erbe: 85	Early clear demo of models learning to call APIs
17	Segment Anything (Meta) Paper Ideen-Erbe: 84	Vision foundation model train-once multi-downstream template
18	Whisper (OpenAI) Paper Ideen-Erbe: 83	One default open baseline for speech recognition
19	BERT (Devlin et al.) Paper Ideen-Erbe: 82	Prior-gen turn: bidirectional pretrain as NLP industrial default
20	LoRA / PEFT family Paper Ideen-Erbe: 81	Cheap adapters made private fine-tune a default move

Benchmarks die Käufer zitieren

Jede Zeile verlinkt Board/Repo · top 20 · as_of 2026-07-22

Quellen / öffentliche APIs

Rangliste LM Arena / Chatbot ArenaPublic Text/Code/Agent arena Elo boards
Rangliste SWE-benchPublic software-engineering task board
Rangliste HELM (Stanford CRFM)Academic multi-scenario evaluation
Rangliste Artificial AnalysisQuality×speed×price comparison
Rangliste MLPerfIndustry hardware/inference throughput yardstick

#	Name	Warum auf der Karte
1	LM Arena / Chatbot Arena Elo Benchmark Entscheidungs-Zitate: 100	Public arena perceived quality; often cited in sales (arena.ai)
2	SWE-bench / SWE-bench Verified Benchmark Entscheidungs-Zitate: 99	Real software tasks; coding-agent purchase yardstick
3	HumanEval Repo Entscheidungs-Zitate: 98	Classic code-gen yardstick (OpenAI)
4	LiveCodeBench Benchmark Entscheidungs-Zitate: 97	Continuously updated code-gen board
5	MMLU Repo Entscheidungs-Zitate: 96	Multi-subject knowledge default (watch saturation)
6	GPQA Repo Entscheidungs-Zitate: 95	Hard science QA; real-reasoning cross-check
7	MATH dataset Repo Entscheidungs-Zitate: 94	Math-reasoning strength cross-check
8	HELM (Stanford CRFM) Benchmark Entscheidungs-Zitate: 93	Multi-scenario reproducible academic eval framework
9	Artificial Analysis Home Entscheidungs-Zitate: 92	Quality×speed×price three-axis purchase view
10	Open LLM Leaderboard (HF) Benchmark Entscheidungs-Zitate: 91	Open-weight public comparison entry
11	τ-bench (tool-agent) Repo Entscheidungs-Zitate: 90	Tool-use reliability; critical for agent products
12	WebArena Benchmark Entscheidungs-Zitate: 89	Browser-agent task completion
13	MMMU benchmark Benchmark Entscheidungs-Zitate: 88	Multimodal understanding purchase view
14	VBench Home Entscheidungs-Zitate: 87	Video-gen perception and consistency
15	Common Voice (ASR data) Home Entscheidungs-Zitate: 86	Public ASR corpus/entry point
16	RAGAS Benchmark Entscheidungs-Zitate: 85	RAG faithfulness and retrieval quality
17	AgentBoard Repo Entscheidungs-Zitate: 84	Multi-agent task composite board
18	BIG-bench Repo Entscheidungs-Zitate: 83	Prior-gen composite ability (legacy yardstick)
19	MLPerf Inference Benchmark Entscheidungs-Zitate: 82	Hardware/serving throughput industry yardstick
20	LMSYS Chatbot Arena paper Paper Entscheidungs-Zitate: 81	Arena methodology paper (how to read Elo)

Product Hunt · AI-Produktindex

AI-Produkte auf Launch-Flächen — jede Zeile verlinkt Home · top 20 · as_of 2026-07-22

Quellen / öffentliche APIs

Vertrauenswürdige Seite Product Hunt · Artificial IntelligenceMaster index of AI product launches
Vertrauenswürdige Seite Product Hunt · AI homepageLaunch-surface home
Vertrauenswürdige Seite Product Hunt on XOfficial Product Hunt X
Öffentlicher Report Y Combinator Library (launch context)Launch/growth narrative cross-reads

#	Name	Warum auf der Karte
1	ChatGPT Repo · @OpenAI Distributions-Heat: 100	Default chat entry; launch-narrative center
2	Claude Home · @AnthropicAI Distributions-Heat: 99	Long-form/coding chat product surface
3	Cursor Produkt · @cursor_ai Distributions-Heat: 98	AI IDE path from launch to mainstream
4	Perplexity Repo · @perplexity_ai Distributions-Heat: 97	Retrieval-native answer engine; strong distribution narrative
5	v0 (Vercel) Produkt · @vercel Distributions-Heat: 96	UI-gen→deployable launch product template
6	Lovable Produkt · @Lovable Distributions-Heat: 95	NL→full-stack app PH-hot product shape
7	Bolt.new Produkt · @boltdotnew Distributions-Heat: 94	In-browser one-shot full-stack prototypes
8	Gamma Product Hunt · @gammaapp Distributions-Heat: 93	AI decks/docs launch tool
9	Notion AI Home · @NotionHQ Distributions-Heat: 92	Workspace-native writing/Q&A
10	Raycast AI Home · @raycastapp Distributions-Heat: 91	Launcher-native AI command layer
11	Linear Home · @linear Distributions-Heat: 90	Eng project management + AI assist
12	ElevenLabs Home · @ElevenLabs Distributions-Heat: 89	Voice gen/clone product surface
13	Suno Home · @SunoMusic Distributions-Heat: 88	Mass-market music-gen launch breakout shape
14	Runway Home · @runwayml Distributions-Heat: 87	Creator video-gen tool stack
15	Ideogram Home · @ideogram_ai Distributions-Heat: 86	Text-in-image friendly image product
16	Replicate Home · @replicate Distributions-Heat: 85	Model-as-API marketplace; dev distribution
17	Hugging Face Home · @huggingface Distributions-Heat: 84	Model/Spaces community distribution hub
18	Descript Home · @descript Distributions-Heat: 83	Transcript-first A/V product
19	Midjourney Home · @midjourney Distributions-Heat: 82	Aesthetic still-gen mass entry (main site often bot-walled)
20	Product Hunt AI topic Product Hunt · @ProductHunt Distributions-Heat: 81	Master index of AI launches (topic page)

Apple App Store · AI-App-Index

iOS-AI-Consumer-Apps — jeder Link App Store · top 20 · as_of 2026-07-22

Quellen / öffentliche APIs

Rangliste App Store · iPhone ChartsOfficial iPhone charts entry (cross-check)
Vertrauenswürdige Seite App Store · ProductivityProductivity category (AI assistants frequent)
Offizielle Docs Apple Developer · App StoreApp Store product and distribution rules
Öffentlicher Report Sensor Tower (industry charts)Third-party store intel cross-check (account may be required)

#	Name	Warum auf der Karte
1	ChatGPT App Store · @OpenAI Store-Sichtbarkeit: 100	Default consumer chat entry
2	Claude by Anthropic App Store · @AnthropicAI Store-Sichtbarkeit: 99	Long-form/coding assistant on iOS
3	Google Gemini App Store · @Google Store-Sichtbarkeit: 98	Google multimodal assistant entry
4	Microsoft Copilot App Store · @Microsoft Store-Sichtbarkeit: 97	Microsoft assistant + OS integration narrative
5	Grok App Store · @xai Store-Sichtbarkeit: 96	xAI assistant; X-ecosystem distribution
6	Perplexity App Store · @perplexity_ai Store-Sichtbarkeit: 95	Retrieval-native Q&A mobile entry
7	Character.AI App Store · @character_ai Store-Sichtbarkeit: 94	Character-chat consumer breakout shape
8	PhotoRoom AI Photo Editor App Store Store-Sichtbarkeit: 93	E-commerce/cutout AI photo edit
9	Remini – AI Photo Enhancer App Store Store-Sichtbarkeit: 92	Photo upscale/enhance breakout
10	Lensa: AI Photo & Video Editor App Store Store-Sichtbarkeit: 91	Portrait stylization AI editor
11	FaceApp: Face Editor App Store Store-Sichtbarkeit: 90	Face-transform AI filters
12	CapCut – Video Editor App Store Store-Sichtbarkeit: 89	Short-video edit + AI features
13	Canva: AI Photo & Video Editor App Store Store-Sichtbarkeit: 88	Design templates + generative features
14	Grammarly Keyboard App Store · @Grammarly Store-Sichtbarkeit: 87	Writing-assistant keyboard layer
15	Duolingo App Store · @duolingo Store-Sichtbarkeit: 86	Language learning + AI conversation
16	Speak: Language Learning App Store Store-Sichtbarkeit: 85	Speaking-practice AI coach
17	Notion App Store · @NotionHQ Store-Sichtbarkeit: 84	Notes/wiki + Notion AI
18	starryai – AI Art Generator App Store Store-Sichtbarkeit: 83	Text-to-image consumer entry
19	Wondershare Wonder AI Art App Store Store-Sichtbarkeit: 82	AI art generation consumer tool
20	Microsoft 365 (Copilot surface) App Store · @Microsoft365 Store-Sichtbarkeit: 81	Office suite Copilot distribution surface

Google Play · AI-App-Index

Android-AI-Apps — jeder Link Play Details · top 20 · as_of 2026-07-22

Quellen / öffentliche APIs

Rangliste Google Play · Top chartsOfficial top charts entry (cross-check)
Vertrauenswürdige Seite Google Play · ProductivityProductivity category (AI assistants frequent)
Offizielle Docs Google Play Console helpPlay distribution and listing docs
Öffentlicher Report Sensor Tower (industry charts)Third-party store intel cross-check (account may be required)

#	Name	Warum auf der Karte
1	ChatGPT Google Play · @OpenAI Store-Sichtbarkeit: 100	Default consumer chat entry
2	Claude by Anthropic Google Play · @AnthropicAI Store-Sichtbarkeit: 99	Long-form/coding assistant on Android
3	Google Gemini Google Play · @Google Store-Sichtbarkeit: 98	Google multimodal assistant entry
4	Microsoft Copilot Google Play · @Microsoft Store-Sichtbarkeit: 97	Microsoft assistant Android entry
5	Grok Google Play · @xai Store-Sichtbarkeit: 96	xAI assistant; X-ecosystem distribution
6	Perplexity Google Play · @perplexity_ai Store-Sichtbarkeit: 95	Retrieval-native Q&A mobile entry
7	Character.AI Google Play · @character_ai Store-Sichtbarkeit: 94	Character-chat consumer breakout shape
8	PhotoRoom Google Play Store-Sichtbarkeit: 93	E-commerce/cutout AI photo edit
9	Remini Google Play Store-Sichtbarkeit: 92	Photo upscale/enhance breakout
10	Lensa Google Play Store-Sichtbarkeit: 91	Portrait stylization AI editor
11	FaceApp Google Play Store-Sichtbarkeit: 90	Face-transform AI filters
12	CapCut Google Play Store-Sichtbarkeit: 89	Short-video edit + AI features
13	Canva Google Play Store-Sichtbarkeit: 88	Design templates + generative features
14	Grammarly Keyboard Google Play · @Grammarly Store-Sichtbarkeit: 87	Writing-assistant keyboard layer
15	Duolingo Google Play · @duolingo Store-Sichtbarkeit: 86	Language learning + AI conversation
16	Notion Google Play · @NotionHQ Store-Sichtbarkeit: 85	Notes/wiki + Notion AI
17	Microsoft 365 (Office) Google Play · @Microsoft365 Store-Sichtbarkeit: 84	Office suite Copilot distribution surface
18	Background Eraser / remove.bg class Google Play Store-Sichtbarkeit: 83	Background-removal AI tools
19	starryai (Play search) Google Play Store-Sichtbarkeit: 82	Text-to-image consumer entry (search index)
20	Speak-class language AI (Play search) Google Play Store-Sichtbarkeit: 81	Speaking AI coach category index

X Hot Topics · AI

Häufige AI-Agenda-Themen auf X — jeder Link Suche/Hashtag · top 20 · as_of 2026-07-22

Quellen / öffentliche APIs

Rangliste X ExploreX Explore entry (live trends often login-gated; this board is an editorial topic index)
Vertrauenswürdige Seite X Advanced SearchAdvanced search for reproducible topic queries
Offizielle Docs X Developer PlatformOfficial API docs (trends/search need access)
Vertrauenswürdige Seite X AI search (sample query)Sample live AI keyword search

#	Name	Warum auf der Karte
1	AI Agents X-Suche Agenda-Heat: 100	Autonomous agents / tool-use as main narrative
2	Claude / Anthropic X-Suche · @AnthropicAI Agenda-Heat: 99	Long-form, coding, and safety narrative center
3	ChatGPT / OpenAI X-Suche · @OpenAI Agenda-Heat: 98	Default chat entry and release-cadence talk
4	Grok / xAI X-Suche · @xai Agenda-Heat: 97	X-native assistant and model-release talk
5	Gemini / Google AI X-Suche · @Google Agenda-Heat: 96	Multimodal and search-integration agenda
6	DeepSeek X-Suche Agenda-Heat: 95	Open-weight / efficient-training contrast narrative
7	Open-weight LLMs X-Suche Agenda-Heat: 94	Qwen / Kimi / Mistral open-weight wave
8	MCP (Model Context Protocol) X-Suche Agenda-Heat: 93	Tool-interop standard as infrastructure talk
9	Cursor / AI IDE X-Suche · @cursor_ai Agenda-Heat: 92	In-editor coding-agent product surface
10	AI Video Generation X-Suche Agenda-Heat: 91	Sora / Kling / Seedance-class video gen
11	Image Gen / Flux X-Suche Agenda-Heat: 90	T2I aesthetics and local-model discussion
12	Voice AI / Realtime X-Suche Agenda-Heat: 89	Realtime voice assistants and call automation
13	AI Memory / Personalization X-Suche Agenda-Heat: 88	Memory and personalization as product competition
14	Local / On-device AI X-Suche Agenda-Heat: 87	On-device and local inference feasibility
15	AI Jobs / Automation X-Suche Agenda-Heat: 86	Jobs and knowledge-labor automation agenda
16	AI Safety (near-term) X-Suche Agenda-Heat: 85	Near-term safety / bio / cyber risk talk
17	Evals / Arena X-Suche Agenda-Heat: 84	Public arena and purchase-eval yardsticks
18	RAG / Knowledge X-Suche Agenda-Heat: 83	RAG and enterprise knowledge bases
19	AI Regulation X-Suche Agenda-Heat: 82	Policy, copyright, and deployment compliance
20	Multimodal / World Models X-Suche Agenda-Heat: 81	Multimodal and world-model frontier narrative

Reddit · AI Hot Topics

Häufige AI-Community-Themen — Subreddit/Hot-Suche · top 20 · as_of 2026-07-22

Quellen / öffentliche APIs

Rangliste r/MachineLearning hotML research community hot feed
Rangliste r/LocalLLaMA hotLocal/open-weight LLM practice hot feed
Vertrauenswürdige Seite Reddit search · AISitewide AI hot search
Offizielle Docs Reddit API wiki (archive)Public API wiki archive (programmatic charts need compliance; reddit.com/dev often bot-blocked)

#	Name	Warum auf der Karte
1	r/MachineLearning · hot Reddit Community-Heat: 100	Papers, methods, and review-culture main community
2	r/LocalLLaMA · hot Reddit Community-Heat: 99	Local models / quant / hardware practice
3	r/OpenAI · hot Reddit Community-Heat: 98	ChatGPT/API product and policy talk
4	r/ClaudeAI · hot Reddit Community-Heat: 97	Claude product use and comparisons
5	r/ChatGPT · hot Reddit Community-Heat: 96	Mass-market chat product experience feedback
6	r/singularity · hot Reddit Community-Heat: 95	Long-run capability curve and social-impact narrative
7	r/artificial · hot Reddit Community-Heat: 94	General AI news and discussion
8	r/StableDiffusion · hot Reddit Community-Heat: 93	Open image-gen workflows
9	r/midjourney · hot Reddit Community-Heat: 92	Aesthetic stills and prompt culture
10	r/LangChain · hot Reddit Community-Heat: 91	Orchestration / tool-chain engineering practice
11	r/Oobabooga · hot Reddit Community-Heat: 90	Local WebUI inference stack
12	r/LocalAI · hot Reddit Community-Heat: 89	Self-hosted inference and API-compat layers
13	r/PromptEngineering · hot Reddit Community-Heat: 88	Prompt and system-instruction craft
14	r/MLOps · hot Reddit Community-Heat: 87	Train/deploy/monitor productionization
15	r/computervision · hot Reddit Community-Heat: 86	Vision models and applications
16	Coding agents (Reddit search) Reddit Community-Heat: 85	Cursor/Copilot/agent coding heat
17	AI video gen (Reddit search) Reddit Community-Heat: 84	Video-gen models and tools discussion
18	RAG / memory (Reddit search) Reddit Community-Heat: 83	RAG and long-term memory practice
19	Open-weight models (Reddit search) Reddit Community-Heat: 82	Open-weight releases and benchmark contrast
20	AI jobs / automation (Reddit search) Reddit Community-Heat: 81	Jobs and workflow-replacement talk

GitHub · AI-Repo-Index

Häufige Open-Source-AI-Repos — jeder Link GitHub · top 20 · as_of 2026-07-22

Quellen / öffentliche APIs

Rangliste GitHub TrendingOfficial Trending entry (cross-check; not AI-only)
Rangliste GitHub topic · artificial-intelligenceAI topic repository aggregation
Öffentlicher Report OSSInsight · Trending AI ReposThird-party AI repo trend cross-check
Offizielle Docs GitHub REST API docsProgrammatic stars/search entry

#	Name	Warum auf der Karte
1	ollama/ollama Repo Ökosystem-Sichtbarkeit: 100	Local model runtime; Docker-like one-shot pull
2	ggml-org/llama.cpp Repo Ökosystem-Sichtbarkeit: 99	CPU/GPU local quantized inference base
3	huggingface/transformers Repo Ökosystem-Sichtbarkeit: 98	Default model load/train library
4	vllm-project/vllm Repo Ökosystem-Sichtbarkeit: 97	High-throughput open serving
5	sgl-project/sglang Repo Ökosystem-Sichtbarkeit: 96	Fast structured-generation serving
6	langchain-ai/langchain Repo Ökosystem-Sichtbarkeit: 95	Default app orchestration ecosystem
7	langchain-ai/langgraph Repo Ökosystem-Sichtbarkeit: 94	Stateful agent-graph runtime
8	openai/codex Repo Ökosystem-Sichtbarkeit: 93	Terminal/repo coding-agent reference
9	Aider-AI/aider Repo Ökosystem-Sichtbarkeit: 92	Git-native pair-programming agent
10	All-Hands-AI/OpenHands Repo Ökosystem-Sichtbarkeit: 91	Open software-engineering agent platform
11	cline/cline Repo Ökosystem-Sichtbarkeit: 90	IDE-side autonomous coding agent
12	continuedev/continue Repo Ökosystem-Sichtbarkeit: 89	Open IDE autocomplete/agent extension
13	modelcontextprotocol/servers Repo Ökosystem-Sichtbarkeit: 88	MCP official/community server collection
14	comfyanonymous/ComfyUI Repo Ökosystem-Sichtbarkeit: 87	Node-based image/video gen workflows
15	open-webui/open-webui Repo Ökosystem-Sichtbarkeit: 86	Self-hosted ChatGPT-style frontend
16	langgenius/dify Repo Ökosystem-Sichtbarkeit: 85	Visual LLM app/workflow platform
17	n8n-io/n8n Repo Ökosystem-Sichtbarkeit: 84	Workflow automation + AI nodes
18	deepseek-ai/DeepSeek-V3 Repo Ökosystem-Sichtbarkeit: 83	Open-weight frontier model release anchor
19	QwenLM/Qwen3 Repo Ökosystem-Sichtbarkeit: 82	Qwen open-model series entry
20	microsoft/autogen Repo Ökosystem-Sichtbarkeit: 81	Multi-agent conversation framework

AI Skills · Ökosystem-Index

Agent/Claude Skills und Distributionsflächen — Docs/Repos · top 20 · as_of 2026-07-22

Quellen / öffentliche APIs

Offizielle Docs Anthropic · Agent Skills overviewOfficial Agent Skills concept and format
Vertrauenswürdige Seite anthropics/skills (GitHub)Anthropic public skills sample repo
Rangliste AgentSkill.sh directoryThird-party skill discovery directory (not an official store)
Vertrauenswürdige Seite ClawHubOpenClaw-family skill distribution surface

#	Name	Warum auf der Karte
1	Anthropic Agent Skills (docs) Skill Distributions-Sichtbarkeit: 100	Official skill format and usage contract
2	anthropics/skills Skill Distributions-Sichtbarkeit: 99	Official public skill sample repo
3	vercel-labs/agent-skills Skill Distributions-Sichtbarkeit: 98	Engineering-oriented agent skills pack (Vercel)
4	awesome-claude-skills Skill Distributions-Sichtbarkeit: 97	Curated Claude skills list
5	AgentSkill.sh Skill Distributions-Sichtbarkeit: 96	Third-party skill discovery directory
6	ClawHub Skill Distributions-Sichtbarkeit: 95	OpenClaw-family skill distribution surface
7	modelcontextprotocol/servers Repo Distributions-Sichtbarkeit: 94	MCP servers as pluggable tool-skill layer
8	GitHub Skills Skill Distributions-Sichtbarkeit: 93	Official GitHub interactive learning skills
9	openai/codex Repo Distributions-Sichtbarkeit: 92	Codex runtime + extension/skill surface
10	Aider-AI/aider Repo Distributions-Sichtbarkeit: 91	In-repo coding-skill habit reference
11	cline/cline Repo Distributions-Sichtbarkeit: 90	IDE agent skill/tool composition surface
12	continuedev/continue Repo Distributions-Sichtbarkeit: 89	Open IDE extension skill ecosystem
13	crewAIInc/crewAI Repo Distributions-Sichtbarkeit: 88	Multi-role agent skill orchestration
14	microsoft/autogen Repo Distributions-Sichtbarkeit: 87	Conversational multi-agent skill composition
15	langchain-ai/langgraph Repo Distributions-Sichtbarkeit: 86	Graph state machine for reusable sub-skills
16	All-Hands-AI/OpenHands Repo Distributions-Sichtbarkeit: 85	Software-engineering agent skill platform
17	firecrawl/firecrawl Repo Distributions-Sichtbarkeit: 84	Web-crawl skill (agent data ingress)
18	BerriAI/litellm Repo Distributions-Sichtbarkeit: 83	Multi-model routing skill middleware
19	langgenius/dify Repo Distributions-Sichtbarkeit: 82	Visual workflow as composable skill canvas
20	n8n-io/n8n Repo Distributions-Sichtbarkeit: 81	Automation node skill library

Live secondary evidence (GitHub · not editorial rank)

ollama/ollama ★ 176621 · forks 17060
ggml-org/llama.cpp ★ 121254 · forks 20878
huggingface/transformers ★ 162835 · forks 33973
vllm-project/vllm ★ 86861 · forks 19703
sgl-project/sglang ★ 30622 · forks 7323
langchain-ai/langchain ★ 142318 · forks 23678
langchain-ai/langgraph ★ 37847 · forks 6346
openai/codex ★ 100606 · forks 15062
Aider-AI/aider ★ 47613 · forks 4749
All-Hands-AI/OpenHands ★ 81682 · forks 10443
cline/cline ★ 64924 · forks 6967
continuedev/continue ★ 35026 · forks 5090

snapshot 2026-07-22T11:13:50.347893+00:00 · secondary only