Reasoning setting
- API price from
- $0.10 in / $0.15 out / 1M tokOpenRouter · DeepInfra · BF16
- 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
- 11.2
- Cost / task
- $0.2126
- Evaluation time
- 8.7m
Pricing & access
USD per 1M tokens
- Input
- $0.10
- Output
- $0.15
Run locally
~7.5 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.
16 GiB RAMwithout GPU offload
- Weights
- 5.2 GiB
- Context + state
- 0.3 GiB16-bit cache
- App allowance
- 2 GiB
- Download
- 5.6 GB+0.9 GB for images (opens in a new tab)
- Disk space
- ~13 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/Qwen3.5-9B-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/Qwen3.5-9B-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%
- 74KAT Coder Pro V2Standard16.1%
- 75Trinity Large ThinkingReasoning15.8%
- 76Gemma 4 12BReasoning15.7%
- 77Qwen3.5 9BReasoning14.9%
- 78Qwen3.5 Omni PlusStandard14.9%
- 79K2 Horizon 3.7BReasoning13.9%
- 80Mistral Medium 3.5High13.8%
Peers use their best measured result on this benchmark.
Alternatives
- Scores higherMistral Small 4Reasoning
- Intelligence Index
- 11.3+0.1
- Cost / task
- $0.015−93%
- Higher score, lower costGPT-6 LunaMax
- Intelligence Index
- 38.1+26.9
- Cost / task
- $0.068−68%
- More from AlibabaQwen3 Coder NextStandard
- Intelligence Index
- 9.2−2.0
- Cost / task
- $0.47+121%
Each model at its highest-scoring measured setting · Intelligence Index v4.3.2 and its evaluation cost per task.