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Bge-Reranker-Base — and what?

Pricing per million tokens, context window, capabilities — pulled from each provider's public docs. All 1 are available via the same AIgateway OpenAI-compatible endpoint; flip the model string to switch.

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Bge-Reranker-Base
baai/bge-reranker-base
Provider
BAAI
Family
BGE
Modality
rerank
Context window
Max output
Released
2025-02-14
License
Open-weight
Input price
$0.0010 /1M
Output price
$0.0000 /1M
Tools
Streaming
Vision
JSON mode
Reasoning
Prompt caching
Batch API
Try it
View model →
Bge-Reranker-Base
baai/bge-reranker-base
Full spec →

Different from embedding model, reranker uses question and document as input and directly output similarity instead of embedding. You can get a relevance score by inputting query and passage to the reranker. And the score can be mapped to a float value in [0,1] by sigmoid function.

Strengths
  • High-precision result ordering
  • Cross-encoder quality
Use cases
Two-stage retrievalRAG result ordering

Compare with another

Bge-M3 vs Bge-Reranker-Base
baai/bge-m3 · baai/bge-reranker-base
Bge-Reranker-Base vs Bge-Small-EN-V1.5
baai/bge-reranker-base · baai/bge-small-en-v1.5
Bge-Base-EN-V1.5 vs Bge-Reranker-Base
baai/bge-base-en-v1.5 · baai/bge-reranker-base
Bge-Large-EN-V1.5 vs Bge-Reranker-Base
baai/bge-large-en-v1.5 · baai/bge-reranker-base