ModelMTEB English · SummarizationDimensionsMax inputLanguagesPriceReleased
aLGAI Embedding PreviewannamodelsOpen
38.9unstated
4,09633K tokensenJun 2025
38.3unstated
3,0722K tokens—$0.15 / 1M tokensJul 2025
IICT TIME And Querit Embedding v1ICT-TIME-and-QueritOpen
38unstated
2,56033K tokens—May 2026
37.7unstated
2,0484K tokensen, ruSep 2025
37.6unstated
—2K tokens—$0.002 / 1M tokensSep 2025
LLinq Embed MistralLinq-AI-ResearchOpen
37.3unstated
4,09633K tokensenMay 2024
37.2unstated
1,5362K tokens—Dec 2024
37.1unstated
1,5368K tokensen, ruAug 2026
jIngot 8B R3jcorners
37unstated
—33K tokens—May 2026
NStella En 1.5B v5NovaSearchOpen
36.9unstated
—1K tokens—Jul 2024
36.8unstated
—2K tokens—$0.025 / 1M charactersMay 2024
36.6unstated
4,09633K tokensen$0.022 / 1M tokensFeb 2024
Seed1.5 EmbeddingByteDance Seed
36.4unstated
—33K tokens—Apr 2025
SSFR Embedding MistralSalesforceOpen
36.3unstated
4,0964K tokensenJan 2024
Gte Qwen1.5 7B InstructAlibaba (Qwen)Open
36.2unstated
—33K tokens—Apr 2024
cF2LLM v2 1.7Bcodefuse-aiOpen
36.1unstated
2,04841K tokensen, es, Estonian +80Mar 2026
36.1unstated
—2K tokens—Apr 2024
Gte Qwen2 7B InstructAlibaba (Qwen)Open
35.7unstated
3,58433K tokens—Jun 2024
GGritLM 7BGritLMOpen
35.7unstated
4,09633K tokens—Feb 2024
GGritLM 8x7BGritLMOpen
35.6unstated
4,09633K tokens—Feb 2024
SSFR Embedding 2 RSalesforceOpen
35.5unstated
4,0964K tokensenJun 2024
NV Embed v2NVIDIAOpen
35.2unstated
4,09633K tokensenSep 2024
35.1unstated
1,0241K tokensen, arOct 2024
35unstated
—2K tokens—$0.025 / 1M tokensNov 2024
35unstated
1,0241K tokensPolishNov 2023
34.9unstated
76833K tokensenOct 2026
Qwen 3 Embedding 8BAlibaba (Qwen)Open
34.8unstated
4,09633K tokens—$0.01 / 1M tokensJun 2025
Bge M3BAAIOpen
34.8unstated
1,0248K tokens—$0.01 / 1M tokensJun 2024
cF2LLM v2 4Bcodefuse-aiOpen
34.5unstated
2,56041K tokensen, es, Estonian +80Mar 2026
NStella En 400M v5NovaSearchOpen
34.5unstated
—1K tokens—Jul 2024
Qwen 3 Embedding 4BAlibaba (Qwen)Open
34.4unstated
2,56033K tokens—$0.02 / 1M tokensJun 2025
VVoyage Large 2 InstructVoyage AI (MongoDB)
34.3unstated
—16K tokens—$0.12 / 1M tokensMay 2024
34.3unstated
3,0728K tokens—$0.13 / 1M tokensJan 2024
iE5 Base v2intfloatOpen
34.3unstated
7681K tokensen$0.005 / 1M tokensFeb 2024
34.2unstated
2,0488K tokensen, ruAug 2026
KNano Em1 0.6B v2.1KiteFishAIOpen
34.2unstated
1,0248K tokensenAug 2026
34.1unstated
1,0248K tokensen, ruAug 2026
sMmlw E5 LargesdadasOpen
34.1unstated
1,0241K tokensPolishNov 2023
Gte Qwen2 1.5B InstructAlibaba (Qwen)Open
33.9unstated
1,53633K tokens—Jul 2024
33.9unstated
1,0241K tokensfrDec 2023
33.8unstated
1,0248K tokensen, es, Estonian +68Dec 2024
33.7unstated
1,02433K tokensen, zhNov 2025
cF2LLM v2 8Bcodefuse-aiOpen
33.5unstated
4,09641K tokensen, es, Estonian +80Mar 2026
Qwen 3 Embedding 0.6BAlibaba (Qwen)Open
33.4unstated
1,02433K tokens—$0.01 / 1M tokensJun 2025
iE5 BaseintfloatOpen
33.4unstated
7681K tokensenDec 2022
dE5 Base 4KdwzhuOpen
33.4unstated
7684K tokensenMar 2024
sLaBSEsentence-transformersOpen
33.3unstated
—0K tokensen, Esperanto, Estonian +97Nov 2019
iE5 LargeintfloatOpen
33.3unstated
1,0241K tokensenDec 2022
33.2unstated
1,024 (or 512, 768)8K tokensenMar 2025
iE5 Small v2intfloatOpen
33.2unstated
3841K tokensenFeb 2024
cF2LLM 4Bcodefuse-aiOpen
33.2unstated
2,56041K tokensenSep 2025
33.1unstated
1,0241K tokensen$0.01 / 1M tokensSep 2023
33.1unstated
1,0248K tokens—Apr 2024
KQZhou EmbeddingKingsoft-LLMOpen
33unstated
3,58433K tokensen, zhAug 2025
33unstated
1,0241K tokensen, frJun 2024
32.9unstated
1,024 (or 64, 128)8K tokensen, Esperanto, es +90$0.05 / 1M tokensSep 2024
tGte LargethenlperOpen
32.9unstated
1,0241K tokensen$0.01 / 1M tokensJul 2023
cLaBSE En RucointegratedOpen
32.9unstated
—1K tokensen, ruJun 2021
32.8unstated
—1K tokensenNov 2023
sLaBSE Ru TurbosergeyzhOpen
32.7unstated
7681K tokensruJun 2024