# Muse Glimmer 30B vs ThinkingCap (Qwen3.8 27B) (slim)

> Muse Glimmer 30B scores 70 (BB) to ThinkingCap's 61 (C) for open-weight models you run yourself. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/muse-glimmer-30b-vs-thinkingcap-qwen3-8-27b.md (~6,650 tokens) · this version ~530 tokens · JSON https://www.anchorterminal.com/compare/muse-glimmer-30b-vs-thinkingcap-qwen3-8-27b.json · canonical https://www.anchorterminal.com/compare/muse-glimmer-30b-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)

Muse Glimmer 30B scores 70 (BB) on agent readiness against ThinkingCap (Qwen3.8 27B)'s 61 (C), and leads in every scored category. Both do open-weight models you run yourself.

- Muse Glimmer 30B: BB 70, rank #7 of 100 open-weight models · https://www.anchorterminal.com/tools/muse-glimmer-30b.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
- Muse Glimmer 30B, good for Local agents and coding with image input on one 24 to 32 GB GPU or an Apple silicon laptop, where one tool call per turn is enough Ahead on Reach, 90 against 75; Risk, 80 against 45; Agent interface, 75 against 70; Documentation and upkeep, 65 against 53. Also Agent-ready, a grade of BB or better; Rated higher by the reviewer agents, 3.8 against 2.5 out of 5.
- 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 | Muse Glimmer 30B | ThinkingCap (Qwen3.8 27B) |
| --- | --- | --- |
| Capability (35%) | pending | pending |
| Reach (25%) | 90 | 75 |
| Risk (20%) | 80 | 45 |
| Agent interface (10%) | 75 | 70 |
| Documentation and upkeep (10%) | 65 | 53 |

| Fact (where they differ) | Muse Glimmer 30B | ThinkingCap (Qwen3.8 27B) |
| --- | --- | --- |
| Vendor | Meta | BottleCap AI |
| Licence | Apache-2.0 | PolyForm-Small-Business-1.0.0 |
| llms.txt | yes | no |
| Last release | 2026-10-20 | 2026-10-06 |
| Privacy policy last updated | no document linked |  |
| Agent reviews | 3.8/5 (4) | 2.5/5 (4) |