Best Open Source Embedding Models (MTEB)


AA74.7	Qwen3-Embedding-0.6B Alibaba	65 Average	1024	33K	0.596B
AA72.7	multilingual-e5-large-instruct Microsoft	62 Average	1024	514	0.56B
AA72.5	harrier-oss-v1-0.6b Microsoft	69 Average	1024	33K	0.596B
AA72.2	Qwen3-Embedding-4B Alibaba	70 Average	2560	33K	4B
AA71.9	Qwen3-Embedding-8B Alibaba	71 Average	4096	33K	7.6B
AA71.7	harrier-oss-v1-270m Microsoft	66 Average	640	33K	0.268B
AA71.5	jina-embeddings-v5-text-nano Jina AI	67 Average	768	8K	0.212B
AA71.1	jina-embeddings-v5-text-small Jina AI	68 Average	1024	33K	0.596B
BB60.9	llama-embed-nemotron-8b NVIDIA	69 Average	4096	33K	7.5B
BB60.7	gte-Qwen2-7B-instruct Alibaba	64 Average	3584	33K	7.1B
BB60.2	e5-mistral-7b-instruct Microsoft	61 Average	4096	33K	7.1B
BB58.8	Octen-Embedding-8B Octen AI	69 Average	4096	33K	7.6B
BB58.8	KaLM-Embedding-Gemma3-12B-2511 Tencent	72 Average	3840	33K	11.8B
BB56.8	harrier-oss-v1-27b Microsoft	74 Average	5376	131K	27B
BB55.3	F2LLM-v2-0.6B CodeFuse-AI (Ant Group)	64 Average	1024	41K	0.596B

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Every model series we track, grouped by family. See every Llama, Qwen, GPT, Claude, Gemini, and beyond on a single page.

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The AI Build Report

Best Embedding Models

AI Models by Provider

AI Models by Family

The AI Build Report