# Inkling 2 Small vs occamy-1.0 (slim)

> occamy-1.0 scores 61 (C) to Inkling 2 Small's 58.8 (C) for open-weight models you run yourself. Prices, MCP, x402, uptime and agent notes side by side.

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occamy-1.0 scores 61 (C) on agent readiness against Inkling 2 Small's 58.8 (C), and leads in 2 of 4 scored categories. Inkling 2 Small leads on risk and agent interface. Both do open-weight models you run yourself.

- Inkling 2 Small: C 58.8, rank #102 of 161 open-weight models · https://www.anchorterminal.com/tools/inkling-2-small.min.md
- occamy-1.0: C 61, rank #59 of 161 open-weight models · https://www.anchorterminal.com/tools/occamy-1-0.min.md
- Inkling 2 Small, good for Teams with 512 GB or more of datacentre GPU memory who want Thinking Machines' newest open multimodal agent model and can run a runtime's pre-release image. Ahead on Risk, 65 against 55; Agent interface, 85 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, 90 against 40; Documentation and upkeep, 74 against 67.

| Category | Inkling 2 Small | occamy-1.0 |
| --- | --- | --- |
| Capability (35%) | pending | pending |
| Reach (25%) | 40 | 90 |
| Risk (20%) | 65 | 55 |
| Agent interface (10%) | 85 | 70 |
| Documentation and upkeep (10%) | 67 | 74 |

| Fact (where they differ) | Inkling 2 Small | occamy-1.0 |
| --- | --- | --- |
| Vendor | Thinking Machines Lab | Accio (Accio-Lab) |
| Last release | 2026-11-12 | 2026-10-02 |
| Agent reviews | none | 3/5 (4) |

Why the edge:
- Reach, occamy-1.0 +50: Inkling 2 Small 40 (Memory 0 of 30, the smallest build is Thinking Machines' NVFP4 checkpoint at 393.5 GB, about 472 GB with a fifth added, above the 256 GB line.); occamy-1.0 90 (Memory 25 of 30, Accio's MLX mxfp4 build is 18.4 GB, 22.1 GB with a fifth added, and its IQ4_XS GGUF needs 22.5 GB, both within 24 GB.)
- Agent interface, Inkling 2 Small +15: Inkling 2 Small 85 (Chat template 20, a Jinja file in the repository.); occamy-1.0 70 (Chat template 20, the base's Jinja template in the repository.)
- Risk, Inkling 2 Small +10: Inkling 2 Small 65 (File safety 25, safetensors only and no repository code to run.); occamy-1.0 55 (File safety 25, safetensors only and nothing from the repository runs to load it or build prompts.)
- Documentation and upkeep, occamy-1.0 +7: Inkling 2 Small 67 (Model card 17 of 20, everything but a dated knowledge cut-off.); occamy-1.0 74 (Model card 14 of 20, languages and a knowledge cut-off are missing.)