# LFM2.5-2.6B vs ThinkingCap (Qwen3.8 27B) (slim)

> ThinkingCap scores 61 (C) to LFM2.5-2.6B's 51.5 (D) for open-weight models you run yourself. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/lfm2-5-2-6b-vs-thinkingcap-qwen3-8-27b.md (~6,450 tokens) · this version ~480 tokens · JSON https://www.anchorterminal.com/compare/lfm2-5-2-6b-vs-thinkingcap-qwen3-8-27b.json · canonical https://www.anchorterminal.com/compare/lfm2-5-2-6b-vs-thinkingcap-qwen3-8-27b
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · MCP: https://www.anchorterminal.com/mcp · Updated: 2026-10-21
- Licence: CC BY 4.0, credit Anchor Terminal and link this page (https://www.anchorterminal.com/terms/#data)

ThinkingCap (Qwen3.8 27B) scores 61 (C) on agent readiness against LFM2.5-2.6B's 51.5 (D), and leads in 0 of 4 scored categories. LFM2.5-2.6B leads on reach, risk and agent interface. Both do open-weight models you run yourself.

- LFM2.5-2.6B: D 51.5, rank #89 of 100 open-weight models · https://www.anchorterminal.com/tools/lfm2-5-2-6b.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
- LFM2.5-2.6B, good for Agents that want a small local helper for tool calls, extraction and RAG on a laptop, phone or CPU, at organisations under the licence's revenue threshold Ahead on Reach, 95 against 75; Risk, 50 against 45; Agent interface, 75 against 70.
- 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.

| Category | LFM2.5-2.6B | ThinkingCap (Qwen3.8 27B) |
| --- | --- | --- |
| Capability (35%) | pending | pending |
| Reach (25%) | 95 | 75 |
| Risk (20%) | 50 | 45 |
| Agent interface (10%) | 75 | 70 |
| Documentation and upkeep (10%) | 57 | 53 |

| Fact (where they differ) | LFM2.5-2.6B | ThinkingCap (Qwen3.8 27B) |
| --- | --- | --- |
| Vendor | Liquid AI | BottleCap AI |
| Licence | LFM Open License v1.0 (free commercial use below $10M annual revenue) | PolyForm-Small-Business-1.0.0 |
| llms.txt | yes | no |
| Last release | 2026-09-22 | 2026-10-06 |
| Privacy policy last updated | no document linked |  |