{"id":"alibaba-qwen-3-family--qwenlm-github-io","name":"Alibaba Qwen 3 family","url":"https://qwenlm.github.io/blog/qwen3/","page":"https://mrpeppersdev.github.io/agent-infrastructure-landscape/systems/alibaba-qwen-3-family--qwenlm-github-io","family":"models-ops","section":"Foundation models (substrate reference)","sections":["Foundation models (substrate reference)"],"tier":1,"last_verified_at":"2026-10-31","lifecycle":{"status":"active","severity":0,"note":null},"taxonomy":null,"cells":{"type":{"value":"Open-weights frontier model family (Qwen 3 dense + MoE; 0.5B–235B)","citation":"https://qwenlm.github.io/blog/qwen3/","status":"real-data","tier":"T2","source_class":"vendor"},"desc":{"value":"Alibaba Cloud's Qwen 3 family (2025-04) — open-weights frontier models from 0.5B to 235B-A22B MoE. Apache 2.0 (most sizes) — broadest open-weights family. Includes Qwen 3 32B dense, Qwen 3 30B-A3B MoE, Qwen 3 235B-A22B MoE. Qwen-Coder, Qwen-VL (vision), Qwen-Audio companion variants. Dominant base model for many Chinese AI startups and a top OSS substrate globally.","citation":"https://qwenlm.github.io/blog/qwen3/","status":"real-data","tier":"T2","source_class":"vendor"},"claims":{"value":"Qwen 3 family Apache 2.0; 0.5B to 235B-A22B MoE; 119 languages; thinking/non-thinking dual mode; matches DeepSeek R1 on reasoning at smaller sizes","citation":"https://qwenlm.github.io/blog/qwen3/","status":"real-data","tier":"T2","source_class":"vendor"},"modalities":{"value":"text, code; image (Qwen-VL line); audio (Qwen-Audio); video (Qwen2.5-VL)","citation":"https://qwenlm.github.io/blog/qwen3/","status":"real-data","tier":"T2","source_class":"vendor"},"created":{"value":"2023-08 (Qwen 1); 2024-02 (Qwen 1.5); 2024-09 (Qwen 2.5); 2025-04 (Qwen 3)","citation":"https://qwenlm.github.io/blog/qwen3/","status":"real-data","tier":"T2","last_verified_at":"2026-05-14","source_class":"vendor"},"latest-release":{"value":"Qwen3.8 open weights: flagship Qwen3.8-2.4T-A95B + Qwen3.8-27B (Apache-2.0) (2026-08-17)","citation":"https://www.alibabacloud.com/blog/alibaba-unveils-qwen3-8-27b-and-releases-weights-of-qwen3-8-flagship-model_603463","status":"real-data","tier":"T2","last_verified_at":"2026-10-26","source_class":"third-party"},"license":{"value":"Apache 2.0 (most Qwen 3 sizes); some larger MoE variants under Qwen License","citation":"https://qwenlm.github.io/blog/qwen3/","status":"real-data","tier":"T2","source_class":"vendor"},"gh":{"value":"github.com/QwenLM/Qwen3 ~30k+ stars; cumulative QwenLM org repos ~80k+ stars","citation":"https://qwenlm.github.io/blog/qwen3/","status":"real-data","tier":"T2","last_verified_at":"2026-05-14","source_class":"vendor"},"mindshare":{"value":"Top-2 OSS model family globally on HuggingFace downloads (alongside Llama); standard baseline for Chinese AI startups; major distillation source","citation":"https://qwenlm.github.io/blog/qwen3/","status":"real-data","tier":"T2","last_verified_at":"2026-05-14","source_class":"vendor"},"citations":{"value":"not applicable — not academic","citation":null,"status":"not-applicable","tier":"T3","last_verified_at":"2026-05-14"},"funding":{"value":"Alibaba (BABA) public; ~$200B market cap","citation":"https://qwenlm.github.io/blog/qwen3/","status":"real-data","tier":"T2","last_verified_at":"2026-05-14","source_class":"vendor"},"customers":{"value":"Alibaba Cloud customers; major Chinese AI startups; international OSS deployers via HuggingFace; top-3 OSS family on HF downloads","citation":"https://qwenlm.github.io/blog/qwen3/","status":"real-data","tier":"T2","source_class":"vendor"},"pricing":{"value":"Free open-weights (Apache 2.0); Alibaba Cloud API pay-per-token ($0.10-$2 per 1M depending on tier); Together / Fireworks hosted","citation":"https://qwenlm.github.io/blog/qwen3/","status":"real-data","tier":"T2","source_class":"vendor"},"compliance":{"value":"China-based; not US-certified (no SOC 2 / HIPAA / FedRAMP at Alibaba Cloud international tier — APAC focused)","citation":"https://qwenlm.github.io/blog/qwen3/","status":"real-data","tier":"T2","source_class":"vendor"},"data-handling":{"value":"Self-hosting recommended for sensitive data; Apache 2.0 weights eliminate hosted dependency","citation":"https://qwenlm.github.io/blog/qwen3/","status":"real-data","tier":"T2","source_class":"vendor"},"deployment":{"value":"Self-hostable (Apache 2.0 weights) + Alibaba Cloud Model Studio + Together AI + Fireworks + HuggingFace inference + Ollama","citation":"https://qwenlm.github.io/blog/qwen3/","status":"real-data","tier":"T2","source_class":"vendor"},"hq":{"value":"Hangzhou, China (Alibaba Cloud)","citation":"https://qwenlm.github.io/blog/qwen3/","status":"real-data","tier":"T2","source_class":"vendor"},"founders":{"value":"Alibaba Cloud (DAMO Academy); Qwen team led by Junyang Lin","citation":"https://qwenlm.github.io/blog/qwen3/","status":"real-data","tier":"T2","source_class":"vendor"},"volume":{"value":"not applicable — substrate foundation model","citation":null,"status":"not-applicable","tier":"T3"},"perf":{"value":"MMLU-Pro: 235B-A22B ~80%; AIME 2025: ~85% (235B); HumanEval: ~90%; matches DeepSeek R1 at smaller sizes","citation":"https://qwenlm.github.io/blog/qwen3/","status":"real-data","tier":"T2","source_class":"vendor"},"repro":{"value":"not applicable — not a research paper","citation":null,"status":"not-applicable","tier":"T3"},"code-release":{"value":"Apache 2.0 — weights public on HuggingFace + ModelScope","citation":"https://qwenlm.github.io/blog/qwen3/","status":"real-data","tier":"T2","source_class":"vendor"},"api-surface":{"value":"OpenAI-compatible REST (Alibaba Cloud Model Studio); HuggingFace Transformers; vLLM; llama.cpp","citation":"https://qwenlm.github.io/blog/qwen3/","status":"real-data","tier":"T2","source_class":"vendor"},"latency":{"value":"not applicable — substrate foundation model","citation":null,"status":"not-applicable","tier":"T3"},"throughput":{"value":"not applicable — substrate foundation model","citation":null,"status":"not-applicable","tier":"T3"},"backend-storage":{"value":"not applicable — substrate foundation model","citation":null,"status":"not-applicable","tier":"T3"},"multi-tenancy":{"value":"not applicable — substrate foundation model","citation":null,"status":"not-applicable","tier":"T3"},"encryption":{"value":"not applicable — substrate foundation model","citation":null,"status":"not-applicable","tier":"T3"},"sso-rbac":{"value":"not applicable — substrate foundation model","citation":null,"status":"not-applicable","tier":"T3"},"embedding-model":{"value":"not applicable — not a memory product","citation":null,"status":"not-applicable","tier":"T3"},"consistency":{"value":"not applicable — substrate foundation model","citation":null,"status":"not-applicable","tier":"T3"},"versioning":{"value":"not applicable — substrate foundation model","citation":null,"status":"not-applicable","tier":"T3"},"tombstoning":{"value":"not applicable — not a memory product","citation":null,"status":"not-applicable","tier":"T3"},"schema-evolution":{"value":"not applicable — not a memory product","citation":null,"status":"not-applicable","tier":"T3"},"namespace":{"value":"not applicable — substrate foundation model","citation":null,"status":"not-applicable","tier":"T3"},"contradiction":{"value":"not applicable — not a memory product","citation":null,"status":"not-applicable","tier":"T3"},"forgetting":{"value":"not applicable — not a memory product","citation":null,"status":"not-applicable","tier":"T3"},"mcp-support":{"value":"not applicable — substrate foundation model","citation":null,"status":"not-applicable","tier":"T3"},"a2a-support":{"value":"not applicable — substrate foundation model","citation":null,"status":"not-applicable","tier":"T3"},"otel":{"value":"not applicable — substrate foundation model","citation":null,"status":"not-applicable","tier":"T3"},"webhooks":{"value":"not applicable — substrate foundation model","citation":null,"status":"not-applicable","tier":"T3"},"import-export":{"value":"not applicable — substrate foundation model","citation":null,"status":"not-applicable","tier":"T3"},"integration-count":{"value":"not applicable — substrate foundation model","citation":null,"status":"not-applicable","tier":"T3"},"orchestration":{"value":"not applicable — substrate foundation model","citation":null,"status":"not-applicable","tier":"T3"},"programmatic-control":{"value":"not applicable — substrate foundation model","citation":null,"status":"not-applicable","tier":"T3"},"vendor-benchmarks":{"value":"not applicable — substrate foundation model","citation":null,"status":"not-applicable","tier":"T3","last_verified_at":"2026-05-14"},"pricing-specifics":{"value":"not applicable — substrate foundation model","citation":null,"status":"not-applicable","tier":"T3"},"agent-abstraction":{"value":"not applicable — substrate foundation model","citation":null,"status":"not-applicable","tier":"T3"},"memory-primitives":{"value":"not applicable — substrate foundation model","citation":null,"status":"not-applicable","tier":"T3"},"llm-lock":{"value":"open (Apache 2.0)","citation":"https://qwenlm.github.io/blog/qwen3/","status":"real-data","tier":"T2","source_class":"vendor"},"runtimes":{"value":"any (HuggingFace, vLLM, llama.cpp, MLX, Ollama)","citation":"https://qwenlm.github.io/blog/qwen3/","status":"real-data","tier":"T2","source_class":"vendor"},"session-handling":{"value":"not applicable — substrate foundation model","citation":null,"status":"not-applicable","tier":"T3"},"validated-verticals":{"value":"Chinese enterprise (Alibaba Cloud customers); international OSS deployers; cost-sensitive workloads; multilingual (119 languages) applications","citation":"https://qwenlm.github.io/blog/qwen3/","status":"real-data","tier":"T2","source_class":"vendor"},"time-to-running":{"value":"<10min hosted (Alibaba Cloud / Together / Fireworks); <1hr self-host (Ollama / vLLM)","citation":"https://qwenlm.github.io/blog/qwen3/","status":"real-data","tier":"T2","source_class":"vendor"},"anti-fit":{"value":"China data-residency for regulated Western workloads; less mainstream Western enterprise adoption; Qwen-Max not open-weights","citation":"https://qwenlm.github.io/blog/qwen3/","status":"real-data","tier":"T2","source_class":"vendor"},"optimised-for":{"value":"multilingual (119 languages including Asian + minor European); cost-efficient inference; permissive Apache 2.0 OSS","citation":"https://qwenlm.github.io/blog/qwen3/","status":"real-data","tier":"T2","source_class":"vendor"},"adjacent-infrastructure":{"value":"HuggingFace; ModelScope; Together AI; Fireworks; Ollama; vLLM; Alibaba Cloud Model Studio","citation":"https://qwenlm.github.io/blog/qwen3/","status":"real-data","tier":"T2","source_class":"vendor"},"pros":{"value":"Broadest open-weights frontier family (0.5B to 235B); Apache 2.0 (most permissive); 119-language coverage; strong reasoning at small / medium sizes; #1-ranked OSS family on HF for many months 2024-25.","citation":"https://qwenlm.github.io/blog/qwen3/","status":"real-data","tier":"T2","source_class":"vendor"},"cons":{"value":"China-based — regulatory risk for some Western enterprises; multimodal less polished than Gemini 3; Qwen-Max tier (rumored 1T+) is closed.","citation":"https://qwenlm.github.io/blog/qwen3/","status":"real-data","tier":"T2","source_class":"vendor"},"links":{"value":"qwenlm.github.io/blog/qwen3/","citation":"https://qwenlm.github.io/blog/qwen3/","status":"real-data","tier":"T2","source_class":"vendor"},"obs-langsmith":{"value":"yes","citation":"https://docs.smith.langchain.com/observability","status":"real-data","tier":"T2","last_verified_at":"2026-05-14","source_class":"third-party"},"obs-opentelemetry":{"value":"depth-floor: searched, no public evidence found","citation":"https://qwenlm.github.io/","status":"depth-floor-reached","tier":"T2","last_verified_at":"2026-05-14","source_class":"vendor"},"obs-datadog":{"value":"yes","citation":"https://docs.datadoghq.com/llm_observability/instrumentation/auto_instrumentation/?tab=python","status":"real-data","tier":"T2","last_verified_at":"2026-05-14","source_class":"third-party"},"obs-helicone":{"value":"depth-floor: searched, no public evidence found","citation":"https://qwenlm.github.io/","status":"depth-floor-reached","tier":"T2","last_verified_at":"2026-05-14","source_class":"vendor"},"obs-weave":{"value":"yes","citation":"https://weave-docs.wandb.ai/","status":"real-data","tier":"T2","last_verified_at":"2026-05-14","source_class":"third-party"},"obs-langfuse":{"value":"yes","citation":"https://langfuse.com/docs/integrations/openai/python/get-started","status":"real-data","tier":"T2","last_verified_at":"2026-05-14","source_class":"third-party"},"obs-arize":{"value":"depth-floor: searched, no public evidence found","citation":"https://qwenlm.github.io/","status":"depth-floor-reached","tier":"T2","last_verified_at":"2026-05-14","source_class":"vendor"},"obs-custom":{"value":"Qwen via OpenAI-compatible endpoints picks up OpenAI-proxy observability tools","citation":"https://qwenlm.github.io/","status":"real-data","tier":"T2","last_verified_at":"2026-05-14","source_class":"vendor"},"cost-token-budget":{"value":"yes","citation":"https://qwen.readthedocs.io/en/latest/getting_started/quickstart.html","status":"real-data","tier":"T2","last_verified_at":"2026-05-14","source_class":"third-party"},"cost-prompt-caching":{"value":"yes","citation":"https://help.aliyun.com/zh/dashscope/developer-reference/use-context-cache","status":"real-data","tier":"T2","last_verified_at":"2026-05-14","source_class":"third-party"},"cost-semantic-caching":{"value":"no","citation":"https://qwen.readthedocs.io/","status":"real-data","tier":"T2","last_verified_at":"2026-05-14","source_class":"third-party"},"cost-batching":{"value":"yes","citation":"https://help.aliyun.com/zh/dashscope/developer-reference/dashscope-batch-task-overview","status":"real-data","tier":"T2","last_verified_at":"2026-05-14","source_class":"third-party"},"cost-model-routing":{"value":"no","citation":"https://qwen.readthedocs.io/","status":"real-data","tier":"T2","last_verified_at":"2026-05-14","source_class":"third-party"},"cost-streaming-only":{"value":"yes","citation":"https://help.aliyun.com/zh/dashscope/","status":"real-data","tier":"T2","last_verified_at":"2026-05-14","source_class":"third-party"},"cost-observability-cost-attribution":{"value":"no","citation":"https://qwen.readthedocs.io/","status":"real-data","tier":"T2","last_verified_at":"2026-05-14","source_class":"third-party"},"eval-langsmith-evals":{"value":"yes","citation":"https://docs.smith.langchain.com/evaluation","status":"real-data","tier":"T2","last_verified_at":"2026-05-14","source_class":"third-party"},"eval-braintrust":{"value":"yes","citation":"https://www.braintrust.dev/docs","status":"real-data","tier":"T2","last_verified_at":"2026-05-14","source_class":"third-party"},"eval-weights-and-biases-agent":{"value":"yes","citation":"https://weave-docs.wandb.ai/guides/integrations/openai","status":"real-data","tier":"T2","last_verified_at":"2026-05-14","source_class":"third-party"},"eval-helicone-evals":{"value":"yes","citation":"https://docs.helicone.ai/getting-started/integration-method/openai-proxy","status":"real-data","tier":"T2","last_verified_at":"2026-05-14","source_class":"third-party"},"eval-custom-test-harness":{"value":"no","citation":"https://qwenlm.github.io/blog/qwen3/","status":"real-data","tier":"T2","last_verified_at":"2026-05-14","source_class":"vendor"},"eval-human-loop":{"value":"no","citation":"https://qwenlm.github.io/blog/qwen3/","status":"real-data","tier":"T2","last_verified_at":"2026-05-14","source_class":"vendor"},"eval-production-traffic-replay":{"value":"no","citation":"https://qwenlm.github.io/blog/qwen3/","status":"real-data","tier":"T2","last_verified_at":"2026-05-14","source_class":"vendor"},"commit-trajectory":{"value":"not applicable — no GitHub repo","citation":null,"status":"not-applicable","tier":"T3","last_verified_at":"2026-05-14"},"citation-trajectory":{"value":"not applicable — non-paper row","citation":null,"status":"not-applicable","tier":"T3","last_verified_at":"2026-05-14"},"download-trajectory":{"value":"not applicable — not published as a package","citation":null,"status":"not-applicable","tier":"T3","last_verified_at":"2026-05-14"},"cost-input-usd-per-mtok":{"value":"0.10","citation":null,"status":"estimate","tier":"T3"},"cost-output-usd-per-mtok":{"value":"2.00","citation":null,"status":"estimate","tier":"T3"},"cost-tier":{"value":"mid","citation":null,"status":"estimate","tier":"T3"},"cost-pricing-model":{"value":"per-token","citation":null,"status":"estimate","tier":"T3"},"cost-last-verified":{"value":"2026-06-29","citation":null,"status":"estimate","tier":"T3"},"capability-composite-score":{"value":"84","citation":null,"status":"estimate","tier":"T3"},"capability-band":{"value":"frontier","citation":null,"status":"estimate","tier":"T3"},"capability-benchmark-sources":{"value":"livecodebench: 90.3% (Qwen3.8-27B, LiveCodeBench v6, 2026-08) https://huggingface.co/Qwen/Qwen3.8-27B · osworld: 84.3% (Qwen3.8-27B, OSWorld-Verified, 2026-08) https://huggingface.co/Qwen/Qwen3.8-27B · longbench-v2: 66.3% (Qwen3.8-Max, 2026-08) https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B · aider-polyglot: 59.6% (Qwen3 235B A22B, no think, 2025-05-09) https://aider.chat/docs/leaderboards/ · gpqa: 92.6% (Qwen3.8-Max, GPQA Diamond, 2026-08) https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B","citation":"https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B","status":"real-data","tier":"T2","source_class":"registry"},"capability-last-verified":{"value":"2026-06-29","citation":null,"status":"estimate","tier":"T3"},"use-case-tags":{"value":"scoped-agentic, code-generation-focused, analytical-summarization, memory-augmented-chat","citation":null,"status":"estimate","tier":"T3"},"use-case-anti-tags":{"value":"not applicable — no anti-tags apply","citation":null,"status":"not-applicable","tier":"T3"},"adoption-accelerator":{"value":"","citation":null,"status":"no-data","tier":"T3"},"architecture-deployment-locus":{"value":"hybrid","citation":"https://qwenlm.github.io/blog/qwen3/","status":"real-data","tier":"T2","source_class":"vendor"},"licensing-bucket":{"value":"open-core","citation":"https://qwenlm.github.io/blog/qwen3/","status":"estimate","tier":"T3","source_class":"vendor"},"positioning-platform-vs-product":{"value":"both","citation":"https://qwenlm.github.io/blog/qwen3/","status":"real-data","tier":"T2","source_class":"vendor"},"taxonomy-three-layer-rollup":{"value":"large-models","citation":"https://github.com/MrPeppersDev/agent-infrastructure-landscape/blob/main/docs/schema/section-to-three-layer-rollup.json","status":"real-data","tier":"T1","source_class":"repo"},"developer-activity-opendigger":{"value":"","citation":null,"status":"no-data","tier":"T3"},"freshness-date":{"value":"2026-10-31","citation":"https://mrpeppersdev.github.io/agent-infrastructure-landscape/systems/alibaba-qwen-3-family--qwenlm-github-io","status":"real-data","tier":"T2","source_class":"catalog"},"compliance-certifications":{"value":"","citation":null,"status":"no-data","tier":"T3"},"sdk-languages":{"value":"","citation":null,"status":"no-data","tier":"T3"},"protocol-support":{"value":"","citation":null,"status":"no-data","tier":"T3"},"maturity":{"value":"","citation":null,"status":"no-data","tier":"T3"}},"corroboration":{"cited_cells":53,"third_party_cells":16},"edges":{"outgoing":[],"incoming":[{"source":"chroma--trychroma-com","target":"alibaba-qwen-3-family--qwenlm-github-io","type":"integrates-with","evidence":"Chroma's docs have a Alibaba Qwen 3 family integration page.","citation":"https://docs.trychroma.com/integrations/embedding-models/chroma-cloud-qwen","verified_at":"2026-10-29"},{"source":"kong-ai-gateway--konghq-com","target":"alibaba-qwen-3-family--qwenlm-github-io","type":"integrates-with","evidence":"Kong AI Gateway docs have a DashScope (Qwen) AI-provider reference page.","citation":"https://developer.konghq.com/ai-gateway/ai-providers/dashscope/","verified_at":"2026-10-29"},{"source":"langchain-framework--langchain-com","target":"alibaba-qwen-3-family--qwenlm-github-io","type":"integrates-with","evidence":"LangChain docs have a Qwen chat model integration page.","citation":"https://docs.langchain.com/oss/python/integrations/chat/qwen","verified_at":"2026-10-29"},{"source":"langfuse--langfuse-com","target":"alibaba-qwen-3-family--qwenlm-github-io","type":"integrates-with","evidence":"Langfuse's integrations directory has a Alibaba Qwen 3 family integration page.","citation":"https://langfuse.com/integrations/model-providers/qwen","verified_at":"2026-10-29"},{"source":"openrouter--openrouter-ai","target":"alibaba-qwen-3-family--qwenlm-github-io","type":"integrates-with","evidence":"OpenRouter lists Alibaba as an inference provider (providers API slug \"alibaba\").","citation":"https://openrouter.ai/provider/alibaba","verified_at":"2026-10-29"},{"source":"pipecat-daily--pipecat-ai","target":"alibaba-qwen-3-family--qwenlm-github-io","type":"integrates-with","evidence":"Pipecat docs have a Alibaba Qwen 3 family service page.","citation":"https://docs.pipecat.ai/api-reference/server/services/llm/qwen","verified_at":"2026-10-29"},{"source":"vercel-ai-sdk--sdk-vercel-ai","target":"alibaba-qwen-3-family--qwenlm-github-io","type":"integrates-with","evidence":"AI SDK docs have an Alibaba official AI SDK provider page.","citation":"https://ai-sdk.dev/providers/ai-sdk-providers/alibaba","verified_at":"2026-10-29"}]},"history":[{"date":"2026-10-26","commit":"80cd27834a","pr":258,"kind":"update","changes":[{"field":"latest-release","label":"Latest release","from":"Qwen 3 family (2025-04); Qwen 3-Max preview (2025-Q3)","to":"Qwen3.8 open weights: flagship Qwen3.8-2.4T-A95B + Qwen3.8-27B (Apache-2.0) (2026-08-17)","source":"https://www.alibabacloud.com/blog/alibaba-unveils-qwen3-8-27b-and-releases-weights-of-qwen3-8-flagship-model_603463"}]}],"license":"CC-BY-4.0","source":"https://github.com/MrPeppersDev/agent-infrastructure-landscape/blob/main/data/landscape.json"}