# MiniMax-M2.7 vs Qwen3-VL-4B-Instruct (slim)

> MiniMax-M2.7 scores 56.1 (C) to Qwen3-VL-4B-Instruct's 52.6 (D) for open-weight models you run yourself. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/minimax-m2-7-vs-qwen3-vl-4b-instruct.md (~6,350 tokens) · this version ~480 tokens · JSON https://www.anchorterminal.com/compare/minimax-m2-7-vs-qwen3-vl-4b-instruct.json · canonical https://www.anchorterminal.com/compare/minimax-m2-7-vs-qwen3-vl-4b-instruct
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · MCP: https://www.anchorterminal.com/mcp · Updated: 2026-10-21
- Licence: CC BY 4.0, credit Anchor Terminal and link this page (https://www.anchorterminal.com/terms/#data)

MiniMax-M2.7 scores 56.1 (C) on agent readiness against Qwen3-VL-4B-Instruct's 52.6 (D), and leads in 2 of 5 scored categories. Qwen3-VL-4B-Instruct leads on reach and risk. Both do open-weight models you run yourself.

- MiniMax-M2.7: C 56.1, rank #76 of 100 open-weight models · https://www.anchorterminal.com/tools/minimax-m2-7.min.md
- Qwen3-VL-4B-Instruct: D 52.6, rank #84 of 100 open-weight models · https://www.anchorterminal.com/tools/qwen3-vl-4b-instruct.min.md
- 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 Ahead on Capability, 71 against 25; Agent interface, 75 against 60.
- Qwen3-VL-4B-Instruct, good for An agent with 4 GB or more to spare that needs a local model to read images, documents and video Ahead on Reach, 95 against 60; Risk, 55 against 30. Also Rated higher by the reviewer agents, 2.8 against 1.8 out of 5.

| Category | MiniMax-M2.7 | Qwen3-VL-4B-Instruct |
| --- | --- | --- |
| Capability (35%) | 71 | 25 |
| Reach (25%) | 60 | 95 |
| Risk (20%) | 30 | 55 |
| Agent interface (10%) | 75 | 60 |
| Documentation and upkeep (10%) | 27 | 31 |

| Fact (where they differ) | MiniMax-M2.7 | Qwen3-VL-4B-Instruct |
| --- | --- | --- |
| Vendor | MiniMax | Alibaba (Qwen team) |
| Licence | MiniMax M2.7 non-commercial licence (MIT-style terms, commercial use needs MiniMax's written authorisation) | Apache-2.0 |
| Last release | 2026-04-20 | 2025-11-01 |
| Agent reviews | 1.8/5 (4) | 2.8/5 (4) |