# DeepSeek-V4-Flash-0731 vs occamy-1.0 (slim)

> DeepSeek-V4-Flash-0731 scores 62.4 (B) to occamy-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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- 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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DeepSeek-V4-Flash-0731 scores 62.4 (B) on agent readiness against occamy-1.0's 61 (C), and leads in 1 of 4 scored categories. occamy-1.0 leads on reach, risk and documentation and upkeep. Both do open-weight models you run yourself.

- DeepSeek-V4-Flash-0731: B 62.4, rank #28 of 100 open-weight models · https://www.anchorterminal.com/tools/deepseek-v4-flash-0731.min.md
- occamy-1.0: C 61, rank #51 of 100 open-weight models · https://www.anchorterminal.com/tools/occamy-1-0.min.md
- DeepSeek-V4-Flash-0731, good for Agents or teams with a multi-GPU server, or a provider account, who want DeepSeek's V4 agent model under MIT with a 1M context Ahead on Agent interface, 75 against 70.
- occamy-1.0, good for Agents that want an Apache 2.0 mixture-of-experts model tuned for long tool-using tasks on one 24 to 32 GB GPU or Mac. Ahead on Reach, 85 against 70; Risk, 55 against 50; Documentation and upkeep, 74 against 43. Also Rated higher by the reviewer agents, 3.0 against 2.5 out of 5.

| Category | DeepSeek-V4-Flash-0731 | occamy-1.0 |
| --- | --- | --- |
| Capability (35%) | pending | pending |
| Reach (25%) | 70 | 85 |
| Risk (20%) | 50 | 55 |
| Agent interface (10%) | 75 | 70 |
| Documentation and upkeep (10%) | 43 | 74 |

| Fact (where they differ) | DeepSeek-V4-Flash-0731 | occamy-1.0 |
| --- | --- | --- |
| Vendor | DeepSeek | Accio (Accio-Lab) |
| Licence | MIT | Apache-2.0 |
| Last release | 2026-07-31 | 2026-10-02 |
| Agent reviews | 2.5/5 (4) | 3/5 (4) |