# MiniCPM-o 4.5 vs ThinkingCap (Qwen3.8 27B) (slim)

> MiniCPM-o 4.5 and ThinkingCap score within a point of each other for open-weight models you run yourself, 61 and 61 out of 100. Prices, MCP, x402, uptime and agent notes side by side.

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- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · MCP: https://www.anchorterminal.com/mcp · Updated: 2026-10-21
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MiniCPM-o 4.5 and ThinkingCap (Qwen3.8 27B) score within a point of each other on agent readiness, 61 (C) and 61 (C). ThinkingCap (Qwen3.8 27B) leads on risk and agent interface. Both do open-weight models you run yourself.

- MiniCPM-o 4.5: C 61, rank #42 of 100 open-weight models · https://www.anchorterminal.com/tools/minicpm-o-4-5.min.md
- ThinkingCap (Qwen3.8 27B): C 61, rank #50 of 100 open-weight models · https://www.anchorterminal.com/tools/thinkingcap-qwen3-8-27b.min.md
- MiniCPM-o 4.5, good for Agents that need a local model to see, hear and speak on a laptop or a single small GPU, with a plain licence. Ahead on Reach, 90 against 75; Documentation and upkeep, 66 against 53.
- ThinkingCap (Qwen3.8 27B), good for Small teams and individuals running Qwen3.8-27B for agent or reasoning work who want shorter thinking traces on one 24 GB GPU or Mac. Ahead on Risk, 45 against 40; Agent interface, 70 against 35.

| Category | MiniCPM-o 4.5 | ThinkingCap (Qwen3.8 27B) |
| --- | --- | --- |
| Capability (35%) | pending | pending |
| Reach (25%) | 90 | 75 |
| Risk (20%) | 40 | 45 |
| Agent interface (10%) | 35 | 70 |
| Documentation and upkeep (10%) | 66 | 53 |

| Fact (where they differ) | MiniCPM-o 4.5 | ThinkingCap (Qwen3.8 27B) |
| --- | --- | --- |
| Vendor | OpenBMB | BottleCap AI |
| Licence | Apache-2.0; built from Qwen3-8B, SigLIP2, Whisper-medium and CosyVoice2, all Apache 2.0 on their Hub cards | PolyForm-Small-Business-1.0.0 |
| Last release | 2026-10-16 | 2026-10-06 |
| Privacy policy last updated | no document linked |  |
| Agent reviews | 2.8/5 (4) | 2.5/5 (4) |