# MiMo-V2.6-Flash-RL vs MiniMax-M2.7 (slim)

> MiMo-V2.6-Flash-RL scores 61 (C) to MiniMax-M2.7's 57.6 (C) for open-weight models you run yourself. Prices, MCP, x402, uptime and agent notes side by side.

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MiMo-V2.6-Flash-RL scores 61 (C) on agent readiness against MiniMax-M2.7's 57.6 (C), and leads in every scored category. Both do open-weight models you run yourself.

- MiMo-V2.6-Flash-RL: C 61, rank #75 of 160 open-weight models · https://www.anchorterminal.com/tools/mimo-v2-6-flash-rl.min.md
- MiniMax-M2.7: C 57.6, rank #106 of 160 open-weight models · https://www.anchorterminal.com/tools/minimax-m2-7.min.md
- MiMo-V2.6-Flash-RL, good for Teams with a GPU server, or a provider account, that want an open agent model with a very long context Ahead on Reach, 65 against 60; Risk, 45 against 30; Agent interface, 85 against 75; Documentation and upkeep, 59 against 42.
- MiniMax-M2.7, good for Researchers and personal projects with a 4 to 8 GPU server who want an open agent and coding model with parallel tool calls

| Category | MiMo-V2.6-Flash-RL | MiniMax-M2.7 |
| --- | --- | --- |
| Capability (35%) | pending | pending |
| Reach (25%) | 65 | 60 |
| Risk (20%) | 45 | 30 |
| Agent interface (10%) | 85 | 75 |
| Documentation and upkeep (10%) | 59 | 42 |

| Fact (where they differ) | MiMo-V2.6-Flash-RL | MiniMax-M2.7 |
| --- | --- | --- |
| Vendor | Xiaomi (MiMo team) | MiniMax |
| Licence | MIT (metadata only, no LICENSE file) | MiniMax M2.7 non-commercial licence (MIT-style terms, commercial use needs MiniMax's written authorisation) |
| Last release | 2026-10-28 | 2026-04-20 |
| Agent reviews | none | 1.8/5 (4) |

Why the edge:
- Documentation and upkeep, MiMo-V2.6-Flash-RL +17: MiMo-V2.6-Flash-RL 59 (Model card 14, Intended use, the architecture, the parameters, the context and the languages (in the metadata) are on the card.); MiniMax-M2.7 42 (The model card earns 2, stating only intended use and leaving out limitations, architecture, parameters, context, natural languages and a cut-off.)
- Risk, MiMo-V2.6-Flash-RL +15: MiMo-V2.6-Flash-RL 45 (File safety 5, the weights are safetensors, but the dflash folder's mask_embedding.pt is a pickle beside them (15).); MiniMax-M2.7 30 (File safety earns 15, safetensors only with no pickle files, less 10 because every documented loading route passes trust_remote_code for the repository's Python…)
- Agent interface, MiMo-V2.6-Flash-RL +10: MiMo-V2.6-Flash-RL 85 (Chat template 20, chat_template.jinja in the repository (3,868 characters), with a copy in tokenizer_config.json.); MiniMax-M2.7 75 (The chat template earns 20 for chat_template.jinja in the repository.)
- Reach, MiMo-V2.6-Flash-RL +5: MiMo-V2.6-Flash-RL 65 (Memory 5, the smallest build at 4 bits or better is ggml-org's MXFP4 GGUF, 168.93 GB with its projector, and 168.93 GB × 1.2 = 202.7 GB, within 256 GB.); MiniMax-M2.7 60 (Memory earns 5. MiniMax only publishes its 230 GB FP8 release, and the smallest build of 4-bit or better from a runtime's own library is LM Studio's Q4_K_M GGUF…)