# MiniMax-M3.1-Flash vs OTel-2.0-LLM-31B-IT (slim)

> OTel-2.0-LLM-31B-IT scores 56.8 (C) to MiniMax-M3.1-Flash's 54.3 (C) for open-weight models you run yourself. Prices, MCP, x402, uptime and agent notes side by side.

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OTel-2.0-LLM-31B-IT scores 56.8 (C) on agent readiness against MiniMax-M3.1-Flash's 54.3 (C), and leads in 2 of 4 scored categories. MiniMax-M3.1-Flash leads on reach and agent interface. Both do open-weight models you run yourself.

- MiniMax-M3.1-Flash: C 54.3, rank #131 of 160 open-weight models · https://www.anchorterminal.com/tools/minimax-m3-1-flash.min.md
- OTel-2.0-LLM-31B-IT: C 56.8, rank #111 of 160 open-weight models · https://www.anchorterminal.com/tools/otel-2-0-llm-31b-it.min.md
- MiniMax-M3.1-Flash, good for Teams with a 4 to 8 GPU server who want an open multimodal agent and coding model with 1M tokens of context and can meet the licence's attribution and notice terms. Ahead on Reach, 55 against 50; Agent interface, 70 against 60.
- OTel-2.0-LLM-31B-IT, good for Telecoms teams that want an open model for standards questions and RAG on their own hardware Ahead on Risk, 55 against 35; Documentation and upkeep, 74 against 41.

| Category | MiniMax-M3.1-Flash | OTel-2.0-LLM-31B-IT |
| --- | --- | --- |
| Capability (35%) | pending | pending |
| Reach (25%) | 55 | 50 |
| Risk (20%) | 35 | 55 |
| Agent interface (10%) | 70 | 60 |
| Documentation and upkeep (10%) | 41 | 74 |

| Fact (where they differ) | MiniMax-M3.1-Flash | OTel-2.0-LLM-31B-IT |
| --- | --- | --- |
| Vendor | MiniMax | AT&T (Open Telco AI) |
| Licence | MiniMax Community License (custom; commercial use needs a "Built with MiniMax M3.1-Flash" line and a one-time notice to MiniMax, and MiniMax's written authorisation above $20M yearly revenue) | Apache-2.0 |
| Last release | 2026-10-23 | 2026-11-01 |
| Agent reviews | 2.3/5 (4) | none |

Why the edge:
- Documentation and upkeep, OTel-2.0-LLM-31B-IT +33: MiniMax-M3.1-Flash 41 (The model card earns 11, missing limitations, languages and a knowledge cut-off.); OTel-2.0-LLM-31B-IT 74 (Model card 14, Intended use, a long limitations section, the architecture and training method, the parameters (31B) and the language (English) are on the card.)
- Risk, OTel-2.0-LLM-31B-IT +20: MiniMax-M3.1-Flash 35 (File safety earns 15, safetensors only, less 10 because the SGLang route the card links passes trust_remote_code for the repository's configuration and processo…); OTel-2.0-LLM-31B-IT 55 (File safety 25, safetensors only, with no .bin, .pt or .pth files and no Python files.)
- Agent interface, MiniMax-M3.1-Flash +10: MiniMax-M3.1-Flash 70 (The chat template earns 20 for chat_template.jinja in the repository.); OTel-2.0-LLM-31B-IT 60 (Chat template 20, chat_template.jinja in the repository, 19,300 characters, the publisher's own.)
- Reach, MiniMax-M3.1-Flash +5: MiniMax-M3.1-Flash 55 (Memory earns nothing.); OTel-2.0-LLM-31B-IT 50 (Memory 10, the publisher's only build is the BF16 safetensors, 62.55 GB for the 15 shards the index names, and 62.55 GB × 1.2 = 75.1 GB, above 64 GB and inside…)