ModelRefs / BGE-M3 vs Mistral Small 3.1
BGE-M3 vs Mistral Small 3.1
BGE-M3 vs Mistral Small 3.1: side-by-side benchmarks, pricing, context windows, coding ability and deployment. Pick the right model for your stack.
Overview
BGE-M3: BAAI's 568M-parameter multilingual embedding and retrieval model supporting dense, sparse, and multi-vector representations with inputs up to 8,192 tokens.
Mistral Small 3.1: Mistral Small 3.1 is Mistral AI's 24-billion-parameter multimodal model, accepting text and image input across a context window of up to 128,000 tokens and published under Apache 2.0. Mistral reports inference speeds of 150 tokens per second and compares it with Gemma 3 and GPT-4o Mini in the same weight class. Its size and licence make it one of the larger models that remains practical to self-host on a single machine.
Context window: BGE-M3 accepts up to 8,192 tokens, Mistral Small 3.1 up to 128,000. Confirm the limit for your specific deployment channel before relying on it.
BGE-M3 vs Mistral Small 3.1 at a glance
| Attribute | BGE-M3 | Mistral Small 3.1 |
|---|---|---|
| Provider | BAAI | Mistral AI |
| Released | 2024-01-30 | 2025-03-17 |
| Context window | 8,192 tokens | 128,000 tokens |
| Input price | Free / self-hosted | $0.1/M tokens |
| Output price | Free / self-hosted | $0.3/M tokens |
| Licence | MIT | Apache-2.0 |
| Self-hostable | Yes, open weights | Yes, open weights |
| Modalities | text, Embedding, Open Source, Multilingual, BAAI | text, vision |
Where they differ most
- Cost Efficiency: BGE-M3 100%, Mistral Small 3.1 95%. BGE-M3 leads on this dimension.
Capability scores are ModelRefs' own derived signals, not vendor claims or benchmark results. Validate against your own workload before relying on them.
Continue your research
Use these connected ModelRefs sections to compare alternatives, inspect implementation paths, and review the evidence and governance boundaries relevant to BGE-M3 vs Mistral Small 3.1.
Frequently asked questions
Which is better, BGE-M3 or Mistral Small 3.1?
BGE-M3 and Mistral Small 3.1 target different workloads — see the benchmark and pricing tables for a side-by-side answer.
Is BGE-M3 cheaper than Mistral Small 3.1?
Compare Free — open weights vs $0.00010 on this page.