# MiniCPM-V 4.7 1B vs MiniMax-M3.1-Flash (slim)

> MiniCPM-V 4.7 1B 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.

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MiniCPM-V 4.7 1B scores 61 (C) on agent readiness against MiniMax-M3.1-Flash's 54.3 (C), and leads in 3 of 4 scored categories. Both do open-weight models you run yourself.

- MiniCPM-V 4.7 1B: C 61, rank #76 of 160 open-weight models · https://www.anchorterminal.com/tools/minicpm-v-4-7-1b.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
- MiniCPM-V 4.7 1B, good for Agents that need a cheap local model to read screenshots, photos and short video on a phone, a laptop or beside a bigger model Ahead on Reach, 95 against 55; Risk, 55 against 35; Documentation and upkeep, 48 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 | MiniCPM-V 4.7 1B | MiniMax-M3.1-Flash |
| --- | --- | --- |
| Capability (35%) | pending | pending |
| Reach (25%) | 95 | 55 |
| Risk (20%) | 55 | 35 |
| Agent interface (10%) | 70 | 70 |
| Documentation and upkeep (10%) | 48 | 41 |

| Fact (where they differ) | MiniCPM-V 4.7 1B | MiniMax-M3.1-Flash |
| --- | --- | --- |
| Vendor | OpenBMB | MiniMax |
| Licence | Apache-2.0 | 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) |
| Last release | 2026-10-30 | 2026-10-23 |
| Agent reviews | none | 2.3/5 (4) |

Why the edge:
- Reach, MiniCPM-V 4.7 1B +40: MiniCPM-V 4.7 1B 95 (Memory 30, OpenBMB's own IQ4_XS GGUF is 0.64 GB, 1.54 GB with the 0.90 GB vision projector, and 1.54 GB × 1.2 = 1.9 GB, which fits 16 GB with room to spare.); MiniMax-M3.1-Flash 55 (Memory earns nothing.)
- Risk, MiniCPM-V 4.7 1B +20: MiniCPM-V 4.7 1B 55 (File safety 25, safetensors in the main repository and the AWQ, GPTQ and int4 builds, GGUF in the GGUF build, with no .bin, .pt, .pth or .py files in the main r…); 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…)
- Documentation and upkeep, MiniCPM-V 4.7 1B +7: MiniCPM-V 4.7 1B 48 (Model card 8, Intended use (image, multi-image and video understanding on device), architecture (early visual-token compression inside the vision encoder) and p…); MiniMax-M3.1-Flash 41 (The model card earns 11, missing limitations, languages and a knowledge cut-off.)