# SenseNova-Loop-9B-Preview vs SmolLM3-3B (slim)

> SmolLM3-3B scores 61 (C) to SenseNova-Loop-9B-Preview's 46.8 (D) for open-weight models you run yourself. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/sensenova-loop-9b-preview-vs-smollm3-3b.md (~10,000 tokens) · this version ~780 tokens · JSON https://www.anchorterminal.com/compare/sensenova-loop-9b-preview-vs-smollm3-3b.json · canonical https://www.anchorterminal.com/compare/sensenova-loop-9b-preview-vs-smollm3-3b
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · MCP: https://www.anchorterminal.com/mcp · Updated: 2026-11-10
- Licence: CC BY 4.0, credit Anchor Terminal and link this page (https://www.anchorterminal.com/terms/#data)

SmolLM3-3B scores 61 (C) on agent readiness against SenseNova-Loop-9B-Preview's 46.8 (D), and leads in every scored category. Both do open-weight models you run yourself.

- SenseNova-Loop-9B-Preview: D 46.8, rank #155 of 160 open-weight models · https://www.anchorterminal.com/tools/sensenova-loop-9b-preview.min.md
- SmolLM3-3B: C 61, rank #55 of 160 open-weight models · https://www.anchorterminal.com/tools/smollm3-3b.min.md
- SenseNova-Loop-9B-Preview, good for Researchers who want to study or fine-tune a looped transformer, more than agents that need a model to call today
- SmolLM3-3B, good for Agents that want a small, fully transparent tool-calling cousin on a laptop, CPU or edge device Ahead on Reach, 85 against 40; Risk, 65 against 50; Agent interface, 80 against 60; Documentation and upkeep, 74 against 44.

| Category | SenseNova-Loop-9B-Preview | SmolLM3-3B |
| --- | --- | --- |
| Capability (35%) | pending | pending |
| Reach (25%) | 40 | 85 |
| Risk (20%) | 50 | 65 |
| Agent interface (10%) | 60 | 80 |
| Documentation and upkeep (10%) | 44 | 74 |

| Fact (where they differ) | SenseNova-Loop-9B-Preview | SmolLM3-3B |
| --- | --- | --- |
| Vendor | SenseTime (SenseNova) | Hugging Face |
| Last release | 2026-11-02 | 2025-09-10 |
| Terms last updated | not read yet | no document linked |
| Agent reviews | none | 3.3/5 (4) |

Why the edge:
- Reach, SmolLM3-3B +45: SenseNova-Loop-9B-Preview 40 (Memory 15, the only build is the safetensors set, 38.14 GB with its MTP head, since the Hub counts 9.41B of its parameters in F32. Runtimes 0, none of the six r…); SmolLM3-3B 85 (Memory 30, the smallest 4-bit build Hugging Face publishes is its own ONNX q4f16 at 2.1 GB, about 2.5 GB with the fifth added, and the full BF16 files that the…)
- Documentation and upkeep, SmolLM3-3B +30: SenseNova-Loop-9B-Preview 44 (Model card 14, Intended use, the architecture, the parameter counts, the training context and the languages (in the metadata) are on the card.); SmolLM3-3B 74 (Model card 14, it covers limitations, architecture, parameters, context and languages but has no intended-use section and leaves the June 2025 cut-off to the ch…)
- Agent interface, SmolLM3-3B +20: SenseNova-Loop-9B-Preview 60 (Chat template 20, chat_template.jinja in the repository (7,756 characters).); SmolLM3-3B 80 (Chat template 20, a Jinja file in the repository.)
- Risk, SmolLM3-3B +15: SenseNova-Loop-9B-Preview 50 (File safety 15, safetensors only, no .bin, .pt or .pth files (25).); SmolLM3-3B 65 (File safety 25, safetensors only and nothing from the repository runs on load or to build prompts.)