Models / Reasoning Chinese AI models
Reasoning Chinese AI models
Reasoning models interleave an extended chain-of-thought before answering, improving performance on math, code and hard knowledge tasks at the cost of latency and output tokens. This hub lists every model that records a reasoning capability flag.
capabilities.reasoning === trueReasoning is near-universal across the 2026 lineup. The real differentiators are whether it can be disabled, its effort levels (low/high/max) and its price — not whether it exists.
Editorial position
Our read: reasoning models are not more expensive per token — they are more expensive per answer, sometimes by an order of magnitude, because they emit hundreds of hidden tokens before the first visible one. Buy them where a wrong answer costs more than the tokens: code review, financial extraction, multi-step planning. Not for classification, where a flash tier is far cheaper and equally accurate.
Pattern in the data
| Models matching | 22 |
|---|---|
| Open weights | 15 of 22 |
| Providers represented | 7 |
| Context window range | 200K – 1024K |
| Input price range /1M | $0.15 – $26 |
| Licence families | MIT, proprietary, Apache-2.0, Modified, Kimi, Custom, MiniMax, Qwen3.8-Max |
Reasoning models cluster at the top of the price range, and their cost is better measured per answer than per token: hidden reasoning tokens are billed as output. In the data, every reasoning model costs several times the flash tier of the same family per visible token of answer.
Matching models
DeepSeek-V3.2
deepseek · discontinued
- Open weight · MIT
DeepSeek-V4-Pro
deepseek · deprecated
- Context: 1,048,576 tokens
- Open weight · MIT
DeepSeek-V4.1-Flash
deepseek · active
- Context: 1,048,576 tokens
- Open weight · MIT
Doubao Seed 2.1 Pro
bytedance · active
- Context: 1,048,576 tokens
- Closed weight · proprietary
Doubao Seed 2.1 Turbo
bytedance · active
- Context: 262,144 tokens
- Closed weight · proprietary
Doubao Seed Evolving
bytedance · active
- Context: 1,048,576 tokens
- Closed weight · proprietary
GLM-5.2
zhipu-ai · deprecated
- Context: 1,048,576 tokens
- Open weight · MIT (pure open, no regional limits per official model card)
GLM-5.3
zhipu-ai · active
- Context: 1,048,576 tokens
- Open weight · Apache-2.0 (per GitHub repo metadata; README has no separate weights-license section - verify per-model HF cards before reuse)
GLM-5.3-Flash
zhipu-ai · active
- Context: 1,048,576 tokens
- Open weight · Apache-2.0 (per GitHub repo metadata; README has no separate weights-license section - verify per-model HF cards before reuse)
Hunyuan Hy4 preview
tencent · preview
- Context: 1,000,000 tokens
- Open weight · Apache-2.0
Kimi K2.6
moonshot-ai · deprecated
- Context: 262,144 tokens
- Open weight · Modified MIT
Kimi K2.7 Code
moonshot-ai · deprecated
- Context: 262,144 tokens
- Weight status unknown
Kimi K2.7 Code Highspeed
moonshot-ai · deprecated
- Context: 262,144 tokens
- Weight status unknown
Kimi K3
moonshot-ai · active
- Context: 1,048,576 tokens
- Open weight · Kimi K3 License (permissive MIT-style, but Model-as-a-Service operators with >$20M aggregate revenue over any 12 months must sign a separate agreement; products with >100M MAU or >$20M monthly revenue must display 'Kimi K3' in the UI)
Kimi K3.1 Pro
moonshot-ai · active
- Context: 1,048,576 tokens
- Open weight
Kimi K3.1 Pro Highspeed
moonshot-ai · active
- Context: 1,048,576 tokens
- Open weight
MiniMax-M2.7
minimax · active
- Context: 204,800 tokens
- Open weight · Custom NON-COMMERCIAL license (MIT-style terms for non-commercial use only; any commercial use requires prior written authorization from MiniMax at [email protected]; attribution 'Built with MiniMax M2.7' required)
MiniMax-M2.7-Highspeed
minimax · active
- Context: 204,800 tokens
- Open weight · Custom NON-COMMERCIAL license (MIT-style terms for non-commercial use only; any commercial use requires prior written authorization from MiniMax at [email protected]; attribution 'Built with MiniMax M2.7' required)
MiniMax-M3
minimax · active
- Context: 1,048,576 tokens
- Open weight · MiniMax Community License (custom): free for non-commercial use; commercial use requires prominent attribution 'Built with MiniMax M3' plus written authorization from MiniMax if yearly revenue exceeds US$20M (otherwise a one-time notice to [email protected])
Qwen3.8-2.4T-A95B
alibaba-cloud · active
- Context: 262,144 tokens
- Open weight · Qwen3.8-Max License (custom MIT-style: unrestricted use/copy/modify/sell, but products with >100M MAU or >US$20M/month revenue must display the model name; Model-as-a-Service or AI Work Assistant businesses with >US$50M/12-month revenue need a separate license from Qwen)
Qwen3.8-Flash
alibaba-cloud · active
- Context: 1,048,576 tokens
- Closed weight · proprietary
Qwen3.8-Max
alibaba-cloud · active
- Context: 1,048,576 tokens
- Closed weight · proprietary
Decision guides
Technology
This page is generated from the models database; the member list and count are derived from each model's frontmatter fields, not written by hand. See the full model database and the methodology.