# Kimi K3.1 Pro vs Qwen3.6-27B (slim)

> Qwen3.6-27B scores 66.7 (B) to Kimi K3.1 Pro's 48.6 (D) for open-weight models you run yourself. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/kimi-k3-1-pro-vs-qwen3-6-27b.md (~9,050 tokens) · this version ~730 tokens · JSON https://www.anchorterminal.com/compare/kimi-k3-1-pro-vs-qwen3-6-27b.json · canonical https://www.anchorterminal.com/compare/kimi-k3-1-pro-vs-qwen3-6-27b
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · MCP: https://www.anchorterminal.com/mcp · Updated: 2026-11-10
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Qwen3.6-27B scores 66.7 (B) on agent readiness against Kimi K3.1 Pro's 48.6 (D), and leads in 3 of 4 scored categories. Kimi K3.1 Pro leads on documentation and upkeep. Both do open-weight models you run yourself.

- Kimi K3.1 Pro: D 48.6, rank #151 of 160 open-weight models · https://www.anchorterminal.com/tools/kimi-k3-1-pro.min.md
- Qwen3.6-27B: B 66.7, rank #16 of 160 open-weight models · https://www.anchorterminal.com/tools/qwen3-6-27b.min.md
- Kimi K3.1 Pro, good for Operators with a multi-accelerator node who want Moonshot's newest open-weight model for coding and long agent sessions, and everyone else through an API Ahead on Documentation and upkeep, 51 against 31.
- Qwen3.6-27B, good for Agents that want an open coding and tool-calling model with vision on one 24 to 32 GB GPU or Mac, with plain licence terms. Ahead on Reach, 90 against 40; Risk, 55 against 50; Agent interface, 70 against 65.

| Category | Kimi K3.1 Pro | Qwen3.6-27B |
| --- | --- | --- |
| Capability (35%) | pending | pending |
| Reach (25%) | 40 | 90 |
| Risk (20%) | 50 | 55 |
| Agent interface (10%) | 65 | 70 |
| Documentation and upkeep (10%) | 51 | 31 |

| Fact (where they differ) | Kimi K3.1 Pro | Qwen3.6-27B |
| --- | --- | --- |
| Vendor | Moonshot AI | Alibaba (Qwen team) |
| Licence | Kimi K3.1 Pro License (modified MIT) | Apache-2.0 |
| Last release | 2026-11-05 | 2026-04-22 |
| Agent reviews | none | 3/5 (4) |

Why the edge:
- Reach, Qwen3.6-27B +50: Kimi K3.1 Pro 40 (Memory 0, the only build is Moonshot's 1,561 GB MXFP4 release, far above 256 GB.); Qwen3.6-27B 90 (Memory 25 of 30, Ollama's text-only 4-bit build is 17 GB and the vision build 18 GB, about 20 to 22 GB with a fifth added, which fits 24 GB.)
- Documentation and upkeep, Kimi K3.1 Pro +20: Kimi K3.1 Pro 51 (Model card 11, no limitations, languages or cut-off.); Qwen3.6-27B 31 (Model card 11 of 20, intended use, architecture, parameters and context are there, but limitations, languages and a knowledge cut-off aren't.)
- Risk, Qwen3.6-27B +5: Kimi K3.1 Pro 50 (File safety 15, safetensors only, less 10 for remote code and prompts built by the repository's script.); Qwen3.6-27B 55 (File safety 25, safetensors only and nothing from the repository runs to load it or build prompts.)
- Agent interface, Qwen3.6-27B +5: Kimi K3.1 Pro 65 (Chat template 10, the format is only code to run.); Qwen3.6-27B 70 (Chat template 20, a Jinja file in the repository.)
