mixedbread ai mxbai-rerank-large-v1

mixedbread ai mxbai-rerank-large-v1 is a previous mixedbread rerank snapshot, not a 2026 default. Rechecked 2026-08-18: leftover copy still said it outperformed Cohere rerank-v3 on BEIR. First-party card: https://huggingface.co/mixedbread-ai/mxbai-rerank-large-v1. Drop leftover BEIR / beats Cohere v3 as a 2026 census.

Compare Cohere Rerank 3.5 if you wanted Leftover later Cohere rerank twin already rewritten toward v4.0, Jina Reranker v3 if you wanted Leftover later Jina rerank twin already rewritten toward v3.5, and Qwen3-VL-Reranker if you wanted Leftover later multimodal rerank twin.

Key Features

• Previous snapshot: Leftover copy treated this page as current.
• Not a 2026 default: Recheck the first-party card before you hard-code it.
• No invented bench crown: Do not keep leftover performance claims unless you re-run a first-party card.
• No invented dollar row: Recheck first-party hosting before you quote a price.

Use Cases

• People with a leftover bookmark who need the catalog corrected.
• People comparing this leftover twin with later leftover or live pages.
• People who were about to paste leftover crown copy into a 2026 deck.

Limitation: We did not invent a 2026 dollar row.

Pricing

First-party pages on 2026-08-18.

If a leftover blog still treats this page as current, treat the 2026 first-party card as the correction.

Getting Started

1. Recheck https://huggingface.co/mixedbread-ai/mxbai-rerank-large-v1 before you hard-code this snapshot.
2. Recheck Cohere Rerank 3.5 if you wanted a leftover twin.
3. Recheck Qwen3-VL-Reranker if you wanted a later leftover or live path.
4. Do not paste leftover crown copy into a 2026 deck.

Frequently Asked Questions

Is this still the current default?

No. Treat it as a previous snapshot.

Same as the leftover twin?

No. Start at Cohere Rerank 3.5.

Did we invent a price?

No. Recheck first-party hosting before you quote one.

Alternatives

• Cohere Rerank 3.5: Leftover later Cohere rerank twin already rewritten toward v4.0.
• Jina Reranker v3: Leftover later Jina rerank twin already rewritten toward v3.5.
• Qwen3-VL-Reranker: Leftover later multimodal rerank twin.

Tips

1. Call this page a previous snapshot, not a 2026 default.
2. Recheck the first-party card before you hard-code details.
3. Do not invent a leftover crown.

Conclusion

mixedbread ai mxbai-rerank-large-v1 is a leftover snapshot, not a 2026 default. Start at https://huggingface.co/mixedbread-ai/mxbai-rerank-large-v1, then decide whether Qwen3-VL-Reranker already covers the path you need.