QwQ-32B
- In Input modalities: Text Out Output modalities: Text
- Reasoning
- Tool use
- Open weights
Prices
1 offering · prices as listed@cf/qwen/qwq-32b| Conditions/ 1M tokens | Input | Output |
|---|---|---|
| Standard | $0.66 | $1.00 |
Prices from Cloudflare Workers AI pricing (opens in a new tab) (checked Nov 1, 2026)
Standard: the price a request with no conditions pays (the headline price elsewhere on the site).
Details
- Knowledge cutoff
- Apr 2024
- Licence
- apache-2.0
- Family
- qwq
- Model ID
Not stated on Alibaba Qwen’s pages: max input, reasoning efforts, reasoning can be off, max thinking budget, structured output, built-in tools, aliases.
Run locally
Weights: Qwen/QwQ-32B- Parameters 32.8B
- Dense
- Native precision BF16
- Layers 64
- KV cache per token 256 KB
- Config positions 40K (config.json max_position_embeddings)
- API context 128K (maker’s API)
- Needs
- ≈ 19.0 GB (weights 16.2 + KV cache 2.0 + overhead 0.8)
- Usable
- 21.6 GB (90% of its memory)
- Generation speed
- 26–39 tok/s
- Longest context
- 18K (longer doesn’t fit)
- First token
- about 1.06–1.59 s for a 2K prompt
| Precision | Weights | Needs at 8K | On your hardware | Longest context |
|---|---|---|---|---|
| BF16 (native)maker’s file | 61.0 GB | ≈ 66.1 | ✕Doesn’t fit | — |
| Q8_0maker’s file | 32.4 GB | ≈ 36.1 | ○Needs system memory 3–4 tok/s | — |
| FP8 | 30.5 GB | ≈ 34.0 | ○Needs system memory 3–4 tok/s | — |
| Q6_Kmaker’s file | 25.0 GB | ≈ 28.3 | ○Needs system memory 5–7 tok/s | — |
| Q5_K_Mmaker’s file | 21.7 GB | ≈ 24.7 | ○Needs system memory 8–12 tok/s | — |
| Q5_0maker’s file | 21.1 GB | ≈ 24.1 | ○Needs system memory 10–15 tok/s | — |
| Q4_K_Mmaker’s file | 18.5 GB | ≈ 21.4 | ●Runs well 23–34 tok/s | 9K |
| Q4_0 | 17.2 GB | ≈ 20.0 | ●Runs well 24–37 tok/s | 14K |
| INT4 (AWQ / GPTQ)maker’s file | 18.0 GB | ≈ 20.9 | ●Runs well 23–35 tok/s | 11K |
| IQ4_XS | 16.2 GB | ≈ 19.0 | ●Runs well 26–39 tok/s | 18K |
| Q3_K_Mquality drops | 14.9 GB | ≈ 17.7 | ●Runs well 28–42 tok/s | 24K |
| IQ3_XXSquality drops | 11.7 GB | ≈ 14.3 | ●Runs well 34–51 tok/s | 37K |
| Q2_Kquality drops | 11.4 GB | ≈ 14.0 | ●Runs well 35–52 tok/s | 38K |
| IQ2_XXSquality drops | 7.9 GB | ≈ 10.4 | ●Runs well 48–71 tok/s | 40K |
Click a row to choose a precision. “Maker’s file” sizes are the maker’s own files; others are parameters × bits per weight.
Compared with other hardware
Each at the highest precision it runs. Click one for details.
Smallest that runs it (Q4_K_M, 8K): GPU GeForce RTX 4090; unified memory Apple M5 Max (32-core GPU) · 36 GB.
Run commands
The maker publishes no files at this precision. Choose its native precision or one of its own builds, or quantise it yourself with llama.cpp.
Memory to fine-tune
Batch 1, 2,048-token sequences, gradient checkpointing; LoRA and QLoRA train rank-16 adapters on the attention projections.
Estimates; facts from the maker’s Hugging Face repositories, as of 2026-11-06. How it’s estimated
Cited scores
From third-party leaderboards, not measured by us- Epoch Capabilities Index 136.5
#103 of 118 listed models · CI 133.6–139.4
- LMArena Text 1,336
#135 of 163 listed models · CI 1,331–1,340 · 25,177 votes
- Epoch AI · GPQA Diamond 65.3%
#105 of 168 listed models · ±2.81
- Epoch AI · OTIS Mock AIME 2024–2025 59.2%
#103 of 159 listed models · ±6.35
- Epoch AI, 'Capabilities & benchmarking'. Published online at epoch.ai. Retrieved from 'https://epoch.ai/benchmarks'. Licensed CC BY 4.0. · License · as of Nov 4 – 5, 2026
- LMArena (Arena), leaderboard-dataset on Hugging Face, licensed CC BY 4.0 · License · as of Oct 28, 2026
- EQ-Bench by Samuel J. Paech (eqbench.com; EQ-bench/EQ-bench-site on GitHub), MIT License. · License · as of Oct 28, 2026
- changes we made
Changes
All changes →- New language model
Sources
- Qwen/QwQ-32B model card (opens in a new tab) huggingface.co · checked Oct 31, 2026
- Cloudflare Workers AI pricing (opens in a new tab) developers.cloudflare.com · checked Nov 1, 2026
- Qwen/QwQ-32B model card (opens in a new tab) huggingface.co · checked Nov 2, 2026
- models.dev: alibaba/qwq-32b (community data, MIT) (opens in a new tab) github.com · checked Oct 11, 2026
- Qwen/QwQ-32B config.json (opens in a new tab) huggingface.co · checked Oct 31, 2026
- Qwen/QwQ-32B files (opens in a new tab) huggingface.co · checked Oct 31, 2026
- Qwen/QwQ-32B-AWQ files (opens in a new tab) huggingface.co · checked Oct 31, 2026
- Qwen/QwQ-32B-GGUF files (opens in a new tab) huggingface.co · checked Oct 31, 2026
Alibaba Qwen’s official policies: data use, privacy, terms →
Some values on this page are still waiting to be checked against official pages: a filled dot is verified, a hollow one is not yet (with or without a source on file). How we verify data
Alibaba Qwen · China · qwen.ai
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