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Comparison of bge-base-en-v1.5, remove_background_guided, Qwen3-Embedding-8B
3 modelsBAAIbge-base-en-v1.5Remove ×Briaremove_background_guidedRemove ×QwenQwen3-Embedding-8BRemove ×
What’s differentBGE embedding is a general Embedding Model. It is pre-trained using retromae and trained on large-scale pair data using contrastive learning. Note that the goal of pre-training is to reconstruct the text,…Prompt-guided background removal by Bria: tell it what to keep or what to remove and get a clean cutout with true transparency, at the original resolution with the original pixels untouched. Trained…The Qwen3 Embedding model series is the latest proprietary model of the Qwen family, specifically designed for text embedding and ranking tasks. Building upon the dense foundational models of the Qwen3…
DateNov 22, 2023ListedOct 14, 2026ListedJun 10, 2025Listed
Listed rate$0.005 in / $0.00 out/ 1M tokensOpenRouter · all routes ↗See provider quotes$0.01 in / $0.00 out/ 1M tokensOpenRouter · all routes ↗
Provider endpoints1 endpoint →0 endpoints →1 endpoint →
FreshStack · MTEB 1.38.43 ↗MTEB 1.38.43; test/default; dataset 7a20df1aNot reportedNot reported0.43017 ↗Revision 4e423935; test/defaultContributor reported
Context window512—41K
Max output460—32K
Parameters——8B
Open weightsSupportedNot reportedSupported

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