Reasoning setting
- API price from
- $0.39 in / $2.34 out / 1M tokOpenRouter · Alibaba
- Context window
- 262.14K tok
Performance profile
Capabilities
Context window
Modalities
Measured setting
Integration
Reasoning trade-offs
Source (opens in a new tab)- Intelligence Index
- 18.4
- Cost / task
- $0.4746
- Evaluation time
- 5.3m
Pricing & access
USD per 1M tokens
- Input
- $0.39
- Output
- $2.34
Run locally
~246.9 GiB
RAM + VRAM
Estimate assumptions
One text chat at the selected context, with a 16-bit cache and app allowance. Operating system and image processing are extra; optimized caches can use less.
256 GiB RAMwithout GPU offload
- Weights
- 224.1 GiB
- Context + state
- 0.4 GiB16-bit cache
- App allowance
- 22.4 GiB
- Download
- 240.6 GB7 files · keep together+0.9 GB for images (opens in a new tab)
- Disk space
- ~271 GBIncludes image file
Set up in Ollama · Q4_K_M · 8K context
Save the following as Modelfile. The context matches the estimate above.
FROM hf.co/lmstudio-community/Qwen3.5-397B-A17B-GGUF:Q4_K_M PARAMETER num_ctx 8192
Then run these commands in your terminal:
ollama create llmcurrent-local -f Modelfile ollama run llmcurrent-local
Ollama import instructions (opens in a new tab) · For LM Studio or Jan, open the app’s model search, enter lmstudio-community/Qwen3.5-397B-A17B-GGUF, choose Q4_K_M, and set context to 8,192 tokens in the app’s model settings. Software links above open each app’s setup guide.
Benchmarks
Full leaderboardSource (opens in a new tab)Humanity’s Last Exam
Frontier reasoning- 1Claude Opus 5.5Max61.4%
- 2Claude Fable 5.1Max59.1%
- 3Gemini 4 ArgonHigh57.1%
- 49Nemotron 3.5 Super VLReasoning30.7%
- 50A.X-K2Reasoning29.6%
- 51Solar Pro 4Reasoning29.2%
- 52Qwen3.5 397B A17BReasoning29.0%
- 53Solar Open2 250BReasoning28.5%
- 54Nemotron 3 Ultra 550B A55BReasoning28.4%
- 55Qwen3.5 122B A10BReasoning25.2%
Peers use their best measured result on this benchmark.
Alternatives
- Scores higherLongCat 2.0Reasoning
- Intelligence Index
- 19.1+0.7
- Cost / task
- $0.059−88%
- Higher score, lower costMiMo-V2.6-ProReasoning
- Intelligence Index
- 46.3+27.9
- Cost / task
- $0.133−72%
- More from AlibabaQwen3.6 35B A3BReasoning
- Intelligence Index
- 18.2−0.2
- Cost / task
- $0.475+0%
Each model at its highest-scoring measured setting · Intelligence Index v4.3.2 and its evaluation cost per task.