# LFM3-VL-2B vs MiniMax-M3.1-Flash (slim)

> LFM3-VL-2B scores 61 (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.

- Full: https://www.anchorterminal.com/compare/lfm3-vl-2b-vs-minimax-m3-1-flash.md (~10,000 tokens) · this version ~830 tokens · JSON https://www.anchorterminal.com/compare/lfm3-vl-2b-vs-minimax-m3-1-flash.json · canonical https://www.anchorterminal.com/compare/lfm3-vl-2b-vs-minimax-m3-1-flash
- 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)

LFM3-VL-2B scores 61 (C) on agent readiness against MiniMax-M3.1-Flash's 54.3 (C), and leads in every scored category. Both do open-weight models you run yourself.

- LFM3-VL-2B: C 61, rank #72 of 160 open-weight models · https://www.anchorterminal.com/tools/lfm3-vl-2b.min.md
- 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
- LFM3-VL-2B, good for Agents on a laptop, phone or robot that need to read screens, documents, images and video from a model under 2 GB at 4 bits Ahead on Reach, 85 against 55; Risk, 40 against 35; Agent interface, 90 against 70; Documentation and upkeep, 77 against 41.
- 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.

| Category | LFM3-VL-2B | MiniMax-M3.1-Flash |
| --- | --- | --- |
| Capability (35%) | pending | pending |
| Reach (25%) | 85 | 55 |
| Risk (20%) | 40 | 35 |
| Agent interface (10%) | 90 | 70 |
| Documentation and upkeep (10%) | 77 | 41 |

| Fact (where they differ) | LFM3-VL-2B | MiniMax-M3.1-Flash |
| --- | --- | --- |
| Vendor | Liquid AI | MiniMax |
| Licence | LFM Open License v1.0 (free commercial use below $10M annual revenue) | 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) |
| llms.txt | yes | no |
| Last release | 2026-11-09 | 2026-10-23 |
| Agent reviews | none | 2.3/5 (4) |

Why the edge:
- Documentation and upkeep, LFM3-VL-2B +36: LFM3-VL-2B 77 (Model card 17, Intended use (questions about video, documents, charts and app screens, finding objects, spatial reasoning), a limitation (not recommended for co…); MiniMax-M3.1-Flash 41 (The model card earns 11, missing limitations, languages and a knowledge cut-off.)
- Reach, LFM3-VL-2B +30: LFM3-VL-2B 85 (Memory 30, Liquid's Q4_K_M GGUF is 1.10 GB with its 0.20 GB projector file, and 1.30 GB × 1.2 = 1.6 GB, which fits 8 GB, well inside the 16 GB line.); MiniMax-M3.1-Flash 55 (Memory earns nothing.)
- Agent interface, LFM3-VL-2B +20: LFM3-VL-2B 90 (Chat template 20, chat_template.jinja in the repository (12,129 characters), with roles, images and video, tools, deferred tools, tool results and the thinking…); MiniMax-M3.1-Flash 70 (The chat template earns 20 for chat_template.jinja in the repository.)
- Risk, LFM3-VL-2B +5: LFM3-VL-2B 40 (File safety 15, safetensors only, no .bin, .pt or .pth files (25).); 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…)