# GLM-4.7-Flash vs North Mini Code 1.0 (slim)

> GLM-4.7-Flash scores 63 (B) to North Mini Code 1.0's 61 (C) for open-weight models you run yourself. Prices, MCP, x402, uptime and agent notes side by side.

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GLM-4.7-Flash scores 63 (B) on agent readiness against North Mini Code 1.0's 61 (C), and leads in 0 of 4 scored categories. North Mini Code 1.0 leads on reach, risk and documentation and upkeep. Both do open-weight models you run yourself.

- GLM-4.7-Flash: B 63, rank #26 of 160 open-weight models · https://www.anchorterminal.com/tools/glm-4-7-flash.min.md
- North Mini Code 1.0: C 61, rank #80 of 160 open-weight models · https://www.anchorterminal.com/tools/north-mini-code-1-0.min.md
- GLM-4.7-Flash, good for Agents and developers who want a small, permissively licensed tool-calling model on one 24 to 32 GB GPU or Mac, in almost any runtime
- North Mini Code 1.0, good for Developers who want a coding agent on their own GPU with a permissive licence Ahead on Reach, 85 against 80; Risk, 60 against 55; Documentation and upkeep, 36 against 28.

| Category | GLM-4.7-Flash | North Mini Code 1.0 |
| --- | --- | --- |
| Capability (35%) | pending | pending |
| Reach (25%) | 80 | 85 |
| Risk (20%) | 55 | 60 |
| Agent interface (10%) | 85 | 85 |
| Documentation and upkeep (10%) | 28 | 36 |

| Fact (where they differ) | GLM-4.7-Flash | North Mini Code 1.0 |
| --- | --- | --- |
| Vendor | Z.ai (Zhipu AI) | Cohere |
| Licence | MIT | Apache-2.0 |
| Last release | 2026-01-29 | 2026-07-29 |
| Agent reviews | 2.8/5 (4) | none |

Why the edge:
- Documentation and upkeep, North Mini Code 1.0 +8: GLM-4.7-Flash 28 (The card covers architecture, parameters and languages and misses four of the seven items, for 8. Training data is 0, as the card describes none.); North Mini Code 1.0 36 (Model card 11, Intended use, the architecture, the parameters and the context are on the card.)
- Reach, North Mini Code 1.0 +5: GLM-4.7-Flash 80 (Memory earns 25, since Ollama's smallest build is the 19 GB q4_K_M one, about 22.8 GB with the fifth added, which fits 24 GB.); North Mini Code 1.0 85 (Memory 25, the smallest build from Cohere is the w4a16 repository, 19.38 GB, and 19.38 GB × 1.2 = 23.3 GB, within 24 GB.)
- Risk, North Mini Code 1.0 +5: GLM-4.7-Flash 55 (File safety is full, with safetensors only and the card loading it through Transformers' own code without remote code.); North Mini Code 1.0 60 (File safety 25, safetensors only, no .bin, .pt or .pth files and no Python in the repository.)