Model catalog
Embedding Model Leaderboard
This embedding model leaderboard compares the available benchmark ranking, score status, pricing and vector specifications across text and multimodal models.
Data as of 2026-08-17
Embedding Leaderboard Models
Browse the embedding leaderboard ranking alongside the full catalog. Models without enough comparable benchmark evidence remain unscored.
Sort by
Model | LLMBoard score | Input -> output | Context | Parameters | Capabilities | Released |
|---|
| ModelKLQZhou-EmbeddingKingsoft Llm | LLMBoard score90.1 | Input -> outputtext -> embedding | Context8.2K | Parameters7.1B | CapabilitiesN/A | Released |
| ModelJCingot-8b-r3Jcorners | LLMBoard score89.9 | Input -> outputtext -> embedding | Context32.8K | Parameters7.6B | CapabilitiesN/A | Released |
| ModelAC | LLMBoard score89.2 | Input -> outputtext -> embedding | Context32.8K | Parameters7.6B | CapabilitiesN/A | Released |
| ModelINJasper-Token-Compression-600MInfgrad | LLMBoard score89.2 | Input -> outputtext -> embedding | Context32.8K | Parameters607M | CapabilitiesN/A | Released |
| ModelBSSeed1.5-EmbeddingBytedance Seed | LLMBoard score88.5 | Input -> outputtext -> embedding | Context32.8K | ParametersN/A | CapabilitiesN/A | Released |
| ModelAC | LLMBoard score87.9 | Input -> outputtext -> embedding | Context32.8K | Parameters4B | CapabilitiesN/A | Released |
| ModelBY | LLMBoard score87.3 | Input -> outputtext, image -> embedding | Context32.8K | ParametersN/A | CapabilitiesN/A | Released |
| ModelANLGAI-Embedding-PreviewAnnamodels | LLMBoard score86.8 | Input -> outputtext -> embedding | Context32.8K | Parameters7.1B | CapabilitiesN/A | Released |
| ModelCAF2LLM-v2-14BCodefuse Ai | LLMBoard score86.0 | Input -> outputtext -> embedding | Context41K | Parameters14B | CapabilitiesN/A | Released |
| ModelGO | LLMBoard score85.4 | Input -> outputtext -> text | Context2K | ParametersN/A | CapabilitiesN/A | Released |
| ModelCAF2LLM-v2-8BCodefuse Ai | LLMBoard score85.2 | Input -> outputtext -> embedding | Context41K | Parameters7.6B | CapabilitiesN/A | Released |
| ModelCAF2LLM-4BCodefuse Ai | LLMBoard score83.2 | Input -> outputtext -> embedding | Context8.2K | Parameters4B | CapabilitiesN/A | Released |
| ModelJIjina-embeddings-v5-text-smallJinaai | LLMBoard score83.1 | Input -> outputtext -> embedding | Context32.8K | Parameters596M | CapabilitiesN/A | Released |
| ModelCAF2LLM-v2-4BCodefuse Ai | LLMBoard score82.9 | Input -> outputtext -> embedding | Context41K | Parameters4B | CapabilitiesN/A | Released |
| ModelIEYuan-embedding-2.0-enIeityuan | LLMBoard score82.4 | Input -> outputtext -> embedding | Context2K | Parameters596M | CapabilitiesN/A | Released |
| ModelLALinq-Embed-MistralLinq Ai Research | LLMBoard score81.0 | Input -> outputtext -> embedding | Context32.8K | Parameters7.1B | CapabilitiesN/A | Released |
| ModelJIjina-embeddings-v5-text-nanoJinaai | LLMBoard score80.9 | Input -> outputtext -> embedding | Context8.2K | Parameters212M | CapabilitiesN/A | Released |
| ModelJIjina-embeddings-v5-omni-smallJinaai | LLMBoard score80.8 | Input -> outputtext, image, audio, video -> embedding | Context32.8K | Parameters1.6B | CapabilitiesN/A | Released |
| ModelNOjasper_en_vision_language_v1Novasearch | LLMBoard score80.7 | Input -> outputtext -> embedding | Context131.1K | Parameters1.6B | CapabilitiesN/A | Released |
| ModelASGiga-Embeddings-instructAi Sage | LLMBoard score80.3 | Input -> outputtext -> embedding | Context4.1K | Parameters3.2B | CapabilitiesN/A | Released |
| ModelCAF2LLM-v2-1.7BCodefuse Ai | LLMBoard score80.3 | Input -> outputtext -> embedding | Context41K | Parameters1.7B | CapabilitiesN/A | Released |
| ModelCAF2LLM-1.7BCodefuse Ai | LLMBoard score80.2 | Input -> outputtext -> embedding | Context8.2K | Parameters1.7B | CapabilitiesN/A | Released |
| ModelAC | LLMBoard score80.1 | Input -> outputtext -> embedding | Context32.8K | Parameters596M | CapabilitiesN/A | Released |
| ModelSASFR-Embedding-MistralSalesforce | LLMBoard score80.0 | Input -> outputtext -> embedding | Context32.8K | Parameters7.1B | CapabilitiesN/A | Released |
| ModelNV | LLMBoard score79.5 | Input -> outputtext -> embedding | Context32.8K | Parameters7.9B | CapabilitiesN/A | Released |
| ModelKEKaLM-embedding-multilingual-mini-instruct-v2.5Kalm Embedding | LLMBoard score79.3 | Input -> outputtext -> embedding | Context512 | Parameters494M | CapabilitiesN/A | Released |
| ModelGO | LLMBoard score78.7 | Input -> outputtext -> embedding | Context2K | ParametersN/A | CapabilitiesN/A | Released |
| ModelGO | LLMBoard score78.7 | Input -> outputtext -> embedding | Context2K | ParametersN/A | CapabilitiesN/A | Released |
| ModelANgte-Qwen2-7B-instructAlibaba Nlp | LLMBoard score78.5 | Input -> outputtext -> embedding | Context32.8K | Parameters7.1B | CapabilitiesN/A | Released |
| ModelITICT-TIME-and-Querit-embedding-v1Ict Time And Querit | LLMBoard score76.7 | Input -> outputtext -> embedding | Context32.8K | Parameters4B | CapabilitiesN/A | Released |
| ModelNV | LLMBoard score75.5 | Input -> outputtext -> embedding | Context32.8K | Parameters7.9B | CapabilitiesN/A | Released |
| ModelINe5-mistral-7b-instructIntfloat | LLMBoard score75.3 | Input -> outputtext -> embedding | Context32.8K | Parameters7.1B | CapabilitiesN/A | Released |
| ModelGRGeoEmbeddingGeogpt Research Project | LLMBoard score75.2 | Input -> outputtext -> embedding | Context32.8K | Parameters7.1B | CapabilitiesN/A | Released |
| ModelITBOOM_4B_v1Ict Time And Querit | LLMBoard score75.1 | Input -> outputtext -> embedding | Context32.8K | Parameters4B | CapabilitiesN/A | Released |
| ModelGO | LLMBoard score74.2 | Input -> outputtext -> embedding | Context2K | Parameters308M | CapabilitiesN/A | Released |
| ModelTATarka-Embedding-350M-V1Tarka Air | LLMBoard score74.0 | Input -> outputtext -> embedding | Context128K | Parameters354M | CapabilitiesN/A | Released |
| ModelCAF2LLM-0.6BCodefuse Ai | LLMBoard score73.6 | Input -> outputtext -> embedding | Context8.2K | Parameters596M | CapabilitiesN/A | Released |
| ModelCAF2LLM-v2-0.6BCodefuse Ai | LLMBoard score73.4 | Input -> outputtext -> embedding | Context41K | Parameters596M | CapabilitiesN/A | Released |
| ModelNOstella_en_400M_v5Novasearch | LLMBoard score73.2 | Input -> outputtext -> embedding | Context8.2K | Parameters435M | CapabilitiesN/A | Released |
| ModelNOstella_en_1.5B_v5Novasearch | LLMBoard score73.1 | Input -> outputtext -> embedding | Context131.1K | Parameters1.5B | CapabilitiesN/A | Released |
| ModelSASFR-Embedding-2_RSalesforce | LLMBoard score71.7 | Input -> outputtext -> embedding | Context32.8K | Parameters7.1B | CapabilitiesN/A | Released |
| ModelBIBidirLM-Omni-2.5B-EmbeddingBidirlm | LLMBoard score71.6 | Input -> outputtext, image, audio, video -> embedding | Context32.8K | Parameters2.4B | CapabilitiesN/A | Released |
| ModelGRGritLM-7BGritlm | LLMBoard score71.4 | Input -> outputtext -> embedding | Context32.8K | Parameters7.2B | CapabilitiesN/A | Released |
| ModelANgte-Qwen1.5-7B-instructAlibaba Nlp | LLMBoard score70.9 | Input -> outputtext -> embedding | Context32.8K | Parameters7.1B | CapabilitiesN/A | Released |
| ModelWHUAE-Large-V1Whereisai | LLMBoard score70.3 | Input -> outputtext -> embedding | Context512 | Parameters335M | CapabilitiesN/A | Released |
| ModelGO | LLMBoard score70.1 | Input -> outputtext -> embedding | Context2K | ParametersN/A | CapabilitiesN/A | Released |
| ModelJIjina-embeddings-v5-omni-nanoJinaai | LLMBoard score69.6 | Input -> outputtext, image, audio, video -> embedding | Context8.2K | Parameters986M | CapabilitiesN/A | Released |
| ModelAVGIST-large-Embedding-v0Avsolatorio | LLMBoard score69.3 | Input -> outputtext -> embedding | Context512 | Parameters335M | CapabilitiesN/A | Released |
| ModelJIjina-embeddings-v3Jinaai | LLMBoard score68.9 | Input -> outputtext -> embedding | Context8.2K | Parameters572M | CapabilitiesN/A | Released |
| ModelKINano-Em1-0.6B-v2.1Kitefishai | LLMBoard score68.9 | Input -> outputtext -> embedding | Context41K | Parameters596M | CapabilitiesN/A | Released |
| ModelCAF2LLM-v2-330MCodefuse Ai | LLMBoard score68.7 | Input -> outputtext -> embedding | Context41K | Parameters334M | CapabilitiesN/A | Released |
| ModelMAmxbai-embed-large-v1Mixedbread Ai | LLMBoard score68.5 | Input -> outputtext -> embedding | Context512 | Parameters335M | CapabilitiesN/A | Released |
| ModelQUEVA02-CLIP-bigE-14-plusQuansun | LLMBoard score68.3 | Input -> outputimage, text -> embedding | Context77 | Parameters5B | CapabilitiesN/A | Released |
| ModelCO | LLMBoard score67.2 | Input -> outputtext -> embedding | ContextN/A | ParametersN/A | CapabilitiesN/A | Released |
| ModelBAbge-large-en-v1.5Baai | LLMBoard score67.1 | Input -> outputtext -> embedding | Context512 | Parameters335M | CapabilitiesN/A | Released |
| ModelINmultilingual-e5-large-instructIntfloat | LLMBoard score66.6 | Input -> outputtext -> embedding | Context514 | Parameters560M | CapabilitiesN/A | Released |
| ModelCO | LLMBoard score66.3 | Input -> outputtext -> embedding | Context512 | ParametersN/A | CapabilitiesN/A | Released |
| ModelQUEVA02-CLIP-bigE-14Quansun | LLMBoard score66.2 | Input -> outputimage, text -> embedding | Context77 | Parameters4.7B | CapabilitiesN/A | Released |
| ModelVOvoyage-large-2-instructVoyageai | LLMBoard score66.1 | Input -> outputtext -> embedding | Context16K | ParametersN/A | CapabilitiesN/A | Released |
| ModelANgte-Qwen2-1.5B-instructAlibaba Nlp | LLMBoard score65.8 | Input -> outputtext -> embedding | Context32.8K | Parameters1.5B | CapabilitiesN/A | Released |
| ModelGRGritLM-8x7BGritlm | LLMBoard score65.7 | Input -> outputtext -> embedding | Context32.8K | Parameters57.9B | CapabilitiesN/A | Released |
| ModelLACLIP-ViT-bigG-14-laion2B-39B-b160kLaion | LLMBoard score65.6 | Input -> outputimage, text -> embedding | Context77 | Parameters2.5B | CapabilitiesN/A | Released |
| ModelJIjina-embeddings-v4Jinaai | LLMBoard score65.4 | Input -> outputimage, text -> embedding | Context32.8K | Parameters3.9B | CapabilitiesN/A | Released |
| ModelAVNoInstruct-small-Embedding-v0Avsolatorio | LLMBoard score65.1 | Input -> outputtext -> embedding | Context512 | Parameters33M | CapabilitiesN/A | Released |
| ModelAVGIST-Embedding-v0Avsolatorio | LLMBoard score64.8 | Input -> outputtext -> embedding | Context512 | Parameters109M | CapabilitiesN/A | Released |
| ModelVOvoyage-3-m-expVoyageai | LLMBoard score64.7 | Input -> outputtext -> embedding | Context32K | Parameters6.9B | CapabilitiesN/A | Released |
| ModelGAgeevec-embeddings-1.0Geevec Ai | LLMBoard score64.2 | Input -> outputtext -> embedding | Context32.8K | ParametersN/A | CapabilitiesN/A | Released |
| ModelINinf-retriever-v1Infly | LLMBoard score63.1 | Input -> outputtext -> embedding | Context32.8K | Parameters7.1B | CapabilitiesN/A | Released |
| ModelLACLIP-ViT-L-14-DataComp.XL-s13B-b90KLaion | LLMBoard score62.9 | Input -> outputimage, text -> embedding | Context77 | Parameters428M | CapabilitiesN/A | Released |
| ModelGAgeevec-embeddings-1.0-liteGeevec Ai | LLMBoard score62.8 | Input -> outputtext -> embedding | Context32.8K | Parameters366M | CapabilitiesN/A | Released |
| ModelINinf-retriever-v1-1.5bInfly | LLMBoard score62.4 | Input -> outputtext -> embedding | Context32.8K | Parameters1.5B | CapabilitiesN/A | Released |
| ModelLACLIP-ViT-g-14-laion2B-s34B-b88KLaion | LLMBoard score62.2 | Input -> outputimage, text -> embedding | Context77 | Parameters1.4B | CapabilitiesN/A | Released |
| ModelTHgte-largeThenlper | LLMBoard score62.2 | Input -> outputtext -> embedding | Context512 | Parameters335M | CapabilitiesN/A | Released |
| ModelOP | LLMBoard score62.1 | Input -> outputtext -> embedding | Context8.2K | ParametersN/A | CapabilitiesN/A | Released |
| ModelBAbge-base-en-v1.5Baai | LLMBoard score61.2 | Input -> outputtext -> embedding | Context512 | Parameters109M | CapabilitiesN/A | Released |
| ModelGO | LLMBoard score61.2 | Input -> outputimage, text -> embedding | Context64 | Parameters878M | CapabilitiesN/A | Released |
| ModelTEConan-embedding-v2Tencentbac | LLMBoard score60.6 | Input -> outputtext -> embedding | Context32.8K | ParametersN/A | CapabilitiesN/A | Released |
| ModelLACLIP-ViT-H-14-laion2B-s32B-b79KLaion | LLMBoard score60.0 | Input -> outputimage, text -> embedding | Context77 | Parameters986M | CapabilitiesN/A | Released |
| ModelAVGIST-small-Embedding-v0Avsolatorio | LLMBoard score60.0 | Input -> outputtext -> embedding | Context512 | Parameters33M | CapabilitiesN/A | Released |
| ModelINstella-base-en-v2Infgrad | LLMBoard score59.8 | Input -> outputtext -> embedding | Context512 | Parameters109M | CapabilitiesN/A | Released |
| ModelGO | LLMBoard score59.7 | Input -> outputimage, text -> embedding | Context64 | Parameters652M | CapabilitiesN/A | Released |
| ModelYILENS-d8000Yibinlei | LLMBoard score59.4 | Input -> outputtext -> embedding | Context32.8K | Parameters7.1B | CapabilitiesN/A | Released |
| ModelPRmini-gtePrdev | LLMBoard score59.3 | Input -> outputtext -> embedding | Context512 | Parameters66M | CapabilitiesN/A | Released |
| ModelYILENS-d4000Yibinlei | LLMBoard score59.1 | Input -> outputtext -> embedding | Context32.8K | Parameters7.1B | CapabilitiesN/A | Released |
| ModelBAbge-en-iclBaai | LLMBoard score59.0 | Input -> outputtext -> embedding | Context32.8K | Parameters7.1B | CapabilitiesN/A | Released |
| ModelTATarka-Embedding-150M-V1Tarka Air | LLMBoard score59.0 | Input -> outputtext -> embedding | Context2K | Parameters156M | CapabilitiesN/A | Released |
| ModelGO | LLMBoard score58.8 | Input -> outputimage, text -> embedding | Context64 | Parameters652M | CapabilitiesN/A | Released |
| ModelVOvoyage-multimodal-3Voyageai | LLMBoard score58.5 | Input -> outputimage, text -> embedding | Context32.8K | ParametersN/A | CapabilitiesN/A | Released |
| ModelVPSearchMap_PreviewVplabs | LLMBoard score58.3 | Input -> outputtext -> embedding | Context8.2K | Parameters435M | CapabilitiesN/A | Released |
| ModelMNLLM2Vec-Mistral-7B-Instruct-v2-mntp-supervisedMcgill Nlp | LLMBoard score58.3 | Input -> outputtext -> embedding | Context32.8K | Parameters7.2B | CapabilitiesN/A | Released |
| ModelBAbge-multilingual-gemma2Baai | LLMBoard score57.8 | Input -> outputtext -> embedding | Context8.2K | Parameters9.2B | CapabilitiesN/A | Released |
| ModelANgme-Qwen2-VL-7B-InstructAlibaba Nlp | LLMBoard score57.8 | Input -> outputimage, text -> embedding | Context32.8K | Parameters7.7B | CapabilitiesN/A | Released |
| ModelBAbge-small-en-v1.5Baai | LLMBoard score57.3 | Input -> outputtext -> embedding | Context512 | Parameters33M | CapabilitiesN/A | Released |
| ModelLACLIP-ViT-L-14-laion2B-s32B-b82KLaion | LLMBoard score57.1 | Input -> outputimage, text -> embedding | Context77 | Parameters428M | CapabilitiesN/A | Released |
| ModelZAZeta-Alpha-E5-MistralZeta Alpha Ai | LLMBoard score56.8 | Input -> outputtext -> embedding | Context32.8K | Parameters7.1B | CapabilitiesN/A | Released |
| ModelHTKaLM-embedding-multilingual-mini-instruct-v2Hit Tmg | LLMBoard score56.5 | Input -> outputtext -> embedding | Context512 | Parameters494M | CapabilitiesN/A | Released |
| ModelCO | LLMBoard score56.5 | Input -> outputtext -> embedding | Context512 | ParametersN/A | CapabilitiesN/A | Released |
| ModelANgte-multilingual-baseAlibaba Nlp | LLMBoard score56.4 | Input -> outputtext -> embedding | Context8.2K | Parameters305M | CapabilitiesN/A | Released |
| ModelIGgranite-embedding-english-r2Ibm Granite | LLMBoard score56.4 | Input -> outputtext -> embedding | Context8.2K | Parameters149M | CapabilitiesN/A | Released |
| ModelHTKaLM-embedding-multilingual-mini-v1Hit Tmg | LLMBoard score56.4 | Input -> outputtext -> embedding | Context512 | Parameters494M | CapabilitiesN/A | Released |
| ModelTHgte-baseThenlper | LLMBoard score56.3 | Input -> outputtext -> embedding | Context512 | Parameters109M | CapabilitiesN/A | Released |
| ModelMNLLM2Vec-Meta-Llama-3-8B-Instruct-mntp-supervisedMcgill Nlp | LLMBoard score56.3 | Input -> outputtext -> embedding | Context8.2K | Parameters7.5B | CapabilitiesN/A | Released |
| ModelABMedEmbed-small-v0.1Abhinand | LLMBoard score56.1 | Input -> outputtext -> embedding | Context512 | Parameters33M | CapabilitiesN/A | Released |
| ModelCAF2LLM-v2-160MCodefuse Ai | LLMBoard score56.1 | Input -> outputtext -> embedding | Context41K | Parameters159M | CapabilitiesN/A | Released |
| ModelQUEVA02-CLIP-L-14Quansun | LLMBoard score56.0 | Input -> outputimage, text -> embedding | Context77 | Parameters428M | CapabilitiesN/A | Released |
| ModelLLember-v1Llmrails | LLMBoard score55.7 | Input -> outputtext -> embedding | Context512 | Parameters335M | CapabilitiesN/A | Released |
| ModelMOmdbr-leaf-mtMongodb | LLMBoard score55.6 | Input -> outputtext -> embedding | Context512 | Parameters23M | CapabilitiesN/A | Released |
| ModelW6b1ade-embedW601Sxs | LLMBoard score55.1 | Input -> outputtext -> embedding | Context4.1K | Parameters335M | CapabilitiesN/A | Released |
| ModelLAbilingual-embedding-largeLajavaness | LLMBoard score55.1 | Input -> outputtext -> embedding | Context514 | Parameters560M | CapabilitiesN/A | Released |
| ModelOP | LLMBoard score55.0 | Input -> outputimage, text -> embedding | Context77 | Parameters428M | CapabilitiesN/A | Released |
| ModelSNsnowflake-arctic-embed-l-v2.0Snowflake | LLMBoard score54.7 | Input -> outputtext -> embedding | Context8.2K | Parameters568M | CapabilitiesN/A | Released |
| ModelANgte-modernbert-baseAlibaba Nlp | LLMBoard score54.6 | Input -> outputtext -> embedding | Context8.2K | Parameters149M | CapabilitiesN/A | Released |
| ModelOP | LLMBoard score54.4 | Input -> outputtext -> embedding | Context8.2K | ParametersN/A | CapabilitiesN/A | Released |
| ModelSTgtr-t5-largeSentence Transformers | LLMBoard score54.4 | Input -> outputtext -> embedding | Context512 | Parameters336M | CapabilitiesN/A | Released |
| ModelSTsentence-t5-baseSentence Transformers | LLMBoard score54.3 | Input -> outputtext -> embedding | Context512 | Parameters223M | CapabilitiesN/A | Released |
| ModelBAbge-large-enBaai | LLMBoard score54.3 | Input -> outputtext -> embedding | Context512 | Parameters335M | CapabilitiesN/A | Released |
| ModelIGgranite-embedding-125m-englishIbm Granite | LLMBoard score54.2 | Input -> outputtext -> embedding | Context512 | Parameters125M | CapabilitiesN/A | Released |
| ModelSTsentence-t5-largeSentence Transformers | LLMBoard score54.2 | Input -> outputtext -> embedding | Context512 | Parameters336M | CapabilitiesN/A | Released |
| ModelSNsnowflake-arctic-embed-m-longSnowflake | LLMBoard score54.0 | Input -> outputtext -> embedding | Context2K | Parameters137M | CapabilitiesN/A | Released |
| ModelVOvoyage-code-3Voyageai | LLMBoard score53.9 | Input -> outputtext -> embedding | Context32K | ParametersN/A | CapabilitiesN/A | Released |
| ModelFAdinov2-largeFacebook | LLMBoard score53.9 | Input -> outputimage -> embedding | ContextN/A | Parameters304M | CapabilitiesN/A | Released |
| ModelFAdinov2-baseFacebook | LLMBoard score53.9 | Input -> outputimage -> embedding | ContextN/A | Parameters87M | CapabilitiesN/A | Released |
| ModelHTKaLM-embedding-multilingual-mini-instruct-v1.5Hit Tmg | LLMBoard score53.6 | Input -> outputtext -> embedding | Context512 | Parameters494M | CapabilitiesN/A | Released |
| ModelMNLLM2Vec-Llama-2-7b-chat-hf-mntp-supervisedMcgill Nlp | LLMBoard score53.5 | Input -> outputtext -> embedding | Context32.8K | Parameters6.6B | CapabilitiesN/A | Released |
| ModelQUQuerit-4BQuerit | LLMBoard score53.4 | Input -> outputtext -> embedding | Context41K | Parameters4B | CapabilitiesN/A | Released |
| ModelMAmxbai-embed-2d-large-v1Mixedbread Ai | LLMBoard score53.4 | Input -> outputtext -> embedding | Context512 | Parameters335M | CapabilitiesN/A | Released |
| ModelLACLIP-ViT-B-16-DataComp.XL-s13B-b90KLaion | LLMBoard score53.2 | Input -> outputimage, text -> embedding | Context77 | Parameters150M | CapabilitiesN/A | Released |
| ModelANgte-base-en-v1.5Alibaba Nlp | LLMBoard score53.1 | Input -> outputtext -> embedding | Context8.2K | Parameters137M | CapabilitiesN/A | Released |
| ModelFAdinov2-giantFacebook | LLMBoard score53.0 | Input -> outputimage -> embedding | ContextN/A | Parameters1.1B | CapabilitiesN/A | Released |
| ModelANgme-Qwen2-VL-2B-InstructAlibaba Nlp | LLMBoard score53.0 | Input -> outputimage, text -> embedding | Context32.8K | Parameters2.2B | CapabilitiesN/A | Released |
| ModelIGgranite-embedding-311m-multilingual-r2Ibm Granite | LLMBoard score52.9 | Input -> outputtext -> embedding | Context8.2K | Parameters312M | CapabilitiesN/A | Released |
| ModelKINano-Em1-0.6B-v2Kitefishai | LLMBoard score52.9 | Input -> outputtext -> embedding | Context41K | Parameters596M | CapabilitiesN/A | Released |
| ModelQUQueritQuerit | LLMBoard score52.5 | Input -> outputtext -> embedding | Context4.1K | Parameters4.9B | CapabilitiesN/A | Released |
| ModelJXcde-small-v1Jxm | LLMBoard score52.4 | Input -> outputtext -> embedding | Context512 | Parameters281M | CapabilitiesN/A | Released |
| ModelTHgte-smallThenlper | LLMBoard score52.4 | Input -> outputtext -> embedding | Context512 | Parameters33M | CapabilitiesN/A | Released |
| ModelDUArgus-Colqwen3.5-9b-v0Datascience Uibk | LLMBoard score52.4 | Input -> outputimage, text -> embedding | Context32.8K | Parameters8.8B | CapabilitiesN/A | Released |
| ModelNV | LLMBoard score52.3 | Input -> outputimage, text -> embedding | Context262.1K | Parameters8.7B | CapabilitiesN/A | Released |
| ModelJXcde-small-v2Jxm | LLMBoard score52.3 | Input -> outputtext -> embedding | Context512 | Parameters306M | CapabilitiesN/A | Released |
| ModelVOvoyage-law-2Voyageai | LLMBoard score52.3 | Input -> outputtext -> embedding | Context16K | ParametersN/A | CapabilitiesN/A | Released |
| ModelDUArgus-Colqwen3.5-9b-v0-bf16Datascience Uibk | LLMBoard score52.2 | Input -> outputimage, text -> embedding | Context32.8K | Parameters8.8B | CapabilitiesN/A | Released |
| ModelNAnomic-embed-text-v1Nomic Ai | LLMBoard score52.2 | Input -> outputtext -> embedding | Context8.2K | Parameters137M | CapabilitiesN/A | Released |
| ModelDUArgus-Colqwen3.5-4b-v0Datascience Uibk | LLMBoard score52.2 | Input -> outputimage, text -> embedding | Context32.8K | Parameters4.7B | CapabilitiesN/A | Released |
| ModelVUVultronRetrieverCore-Qwen3.5-4.5BVultr | LLMBoard score52.1 | Input -> outputimage, text -> embedding | Context262.1K | Parameters4.5B | CapabilitiesN/A | Released |
| ModelBAbge-base-enBaai | LLMBoard score52.1 | Input -> outputtext -> embedding | Context512 | Parameters109M | CapabilitiesN/A | Released |
| ModelDUArgus-Colqwen3.5-4b-v0-bf16Datascience Uibk | LLMBoard score52.1 | Input -> outputimage, text -> embedding | Context32.8K | Parameters4.7B | CapabilitiesN/A | Released |
| ModelVUVultronRetrieverPrime-Qwen3.5-8BVultr | LLMBoard score52.0 | Input -> outputimage, text -> embedding | Context262.1K | Parameters8.4B | CapabilitiesN/A | Released |
| ModelNV | LLMBoard score52.0 | Input -> outputimage, text -> embedding | Context8.2K | Parameters4.4B | CapabilitiesN/A | Released |
| ModelNV | LLMBoard score51.9 | Input -> outputimage, text -> embedding | Context262.1K | Parameters4.8B | CapabilitiesN/A | Released |
| ModelAScolqwen3.5-4.5B-v3Athrael Soju | LLMBoard score51.8 | Input -> outputimage, text -> embedding | Context262.1K | Parameters4.6B | CapabilitiesN/A | Released |
| ModelLELCO-Embedding-Omni-7BLco Embedding | LLMBoard score51.8 | Input -> outputaudio, image, text, video -> embedding | Context32.8K | Parameters8.9B | CapabilitiesN/A | Released |
| ModelDUArgus-Colqwen3.5-2b-v0Datascience Uibk | LLMBoard score51.8 | Input -> outputimage, text -> embedding | Context32.8K | Parameters2.3B | CapabilitiesN/A | Released |
| ModelDUArgus-Colqwen3.5-2b-v0-bf16Datascience Uibk | LLMBoard score51.8 | Input -> outputimage, text -> embedding | Context32.8K | Parameters2.3B | CapabilitiesN/A | Released |
| ModelOAOps-Colqwen3-4BOpensearch Ai | LLMBoard score51.7 | Input -> outputimage, text -> embedding | Context32.8K | Parameters4.8B | CapabilitiesN/A | Released |
| ModelWOwebAI-ColVec1-9bWebai Official | LLMBoard score51.6 | Input -> outputimage, text -> embedding | Context262.1K | Parameters9.4B | CapabilitiesN/A | Released |
| ModelVASauerkrautLM-ColQwen3-8b-v0.1Vagosolutions | LLMBoard score51.5 | Input -> outputimage, text -> embedding | Context262.1K | Parameters8.1B | CapabilitiesN/A | Released |
| ModelNAnomic-embed-text-v2-moeNomic Ai | LLMBoard score51.5 | Input -> outputtext -> embedding | Context512 | Parameters475M | CapabilitiesN/A | Released |
| ModelNV | LLMBoard score51.5 | Input -> outputimage, text -> embedding | Context8.2K | Parameters4.4B | CapabilitiesN/A | Released |
| ModelVASauerkrautLM-ColQwen3-4b-v0.1Vagosolutions | LLMBoard score51.4 | Input -> outputimage, text -> embedding | Context262.1K | Parameters4.4B | CapabilitiesN/A | Released |
| ModelGO | LLMBoard score51.4 | Input -> outputimage, text -> embedding | Context64 | Parameters203M | CapabilitiesN/A | Released |
| ModelTOtomoro-colqwen3-embed-8bTomoroai | LLMBoard score51.4 | Input -> outputimage, text -> embedding | Context262.1K | Parameters8B | CapabilitiesN/A | Released |
| ModelSNsnowflake-arctic-embed-m-v2.0Snowflake | LLMBoard score51.4 | Input -> outputtext -> embedding | Context8.2K | Parameters305M | CapabilitiesN/A | Released |
| ModelSTall-mpnet-base-v2Sentence Transformers | LLMBoard score51.4 | Input -> outputtext -> embedding | Context384 | Parameters109M | CapabilitiesN/A | Released |
| ModelAPEvoQwen2.5-VL-Retriever-7B-v1Apsarastackmaas | LLMBoard score51.3 | Input -> outputimage, text -> embedding | Context128K | Parameters7B | CapabilitiesN/A | Released |
| ModelAPEvoQwen2.5-VL-Retriever-3B-v1Apsarastackmaas | LLMBoard score51.3 | Input -> outputimage, text -> embedding | Context128K | Parameters3B | CapabilitiesN/A | Released |
| ModelTOtomoro-colqwen3-embed-4bTomoroai | LLMBoard score51.2 | Input -> outputimage, text -> embedding | Context262.1K | Parameters4B | CapabilitiesN/A | Released |
| ModelNV | LLMBoard score51.1 | Input -> outputimage, text -> embedding | Context8.2K | Parameters2.4B | CapabilitiesN/A | Released |
| ModelSDmmlw-e5-largeSdadas | LLMBoard score51.1 | Input -> outputtext -> embedding | Context514 | Parameters560M | CapabilitiesN/A | Released |
| ModelHCspeed-embedding-7b-instructHaon Chen | LLMBoard score51.1 | Input -> outputtext -> embedding | Context32.8K | Parameters7.1B | CapabilitiesN/A | Released |
| ModelWOwebAI-ColVec1-4bWebai Official | LLMBoard score51.1 | Input -> outputimage, text -> embedding | Context262.1K | Parameters4.5B | CapabilitiesN/A | Released |
| ModelMAdeepset-mxbai-embed-de-large-v1Mixedbread Ai | LLMBoard score51.0 | Input -> outputtext -> embedding | Context514 | Parameters487M | CapabilitiesN/A | Released |
| ModelVASauerkrautLM-ColQwen3-2b-v0.1Vagosolutions | LLMBoard score51.0 | Input -> outputimage, text -> embedding | Context262.1K | Parameters2.1B | CapabilitiesN/A | Released |
| ModelNAcolnomic-embed-multimodal-3bNomic Ai | LLMBoard score50.9 | Input -> outputimage, text -> embedding | Context128K | Parameters3B | CapabilitiesN/A | Released |
| ModelNAcolnomic-embed-multimodal-7bNomic Ai | LLMBoard score50.9 | Input -> outputimage, text -> embedding | Context128K | Parameters7B | CapabilitiesN/A | Released |
| ModelMNLLM2Vec-Sheared-LLaMA-mntp-supervisedMcgill Nlp | LLMBoard score50.8 | Input -> outputtext -> embedding | Context32.8K | Parameters1.3B | CapabilitiesN/A | Released |
| ModelVIcolqwen2.5-v0.2Vidore | LLMBoard score50.8 | Input -> outputimage, text -> embedding | Context128K | Parameters3B | CapabilitiesN/A | Released |
| ModelINmultilingual-e5-largeIntfloat | LLMBoard score50.8 | Input -> outputtext -> embedding | Context514 | Parameters560M | CapabilitiesN/A | Released |
| ModelVIcolqwen2-v1.0Vidore | LLMBoard score50.8 | Input -> outputimage, text -> embedding | Context32.8K | Parameters2.2B | CapabilitiesN/A | Released |
| ModelSTmulti-qa-MiniLM-L6-cos-v1Sentence Transformers | LLMBoard score50.7 | Input -> outputtext -> embedding | Context512 | Parameters23M | CapabilitiesN/A | Released |
| ModelSTsentence-t5-xlSentence Transformers | LLMBoard score50.7 | Input -> outputtext -> embedding | Context512 | Parameters1.2B | CapabilitiesN/A | Released |
| ModelVOvoyage-large-2Voyageai | LLMBoard score50.7 | Input -> outputtext -> embedding | Context16K | ParametersN/A | CapabilitiesN/A | Released |
| ModelVASauerkrautLM-ColQwen3-1.7b-Turbo-v0.1Vagosolutions | LLMBoard score50.7 | Input -> outputimage, text -> embedding | Context262.1K | Parameters1.8B | CapabilitiesN/A | Released |
| ModelGO | LLMBoard score50.7 | Input -> outputimage, text -> embedding | Context64 | Parameters204M | CapabilitiesN/A | Released |
| ModelVOvoyage-code-2Voyageai | LLMBoard score50.6 | Input -> outputtext -> embedding | Context16K | ParametersN/A | CapabilitiesN/A | Released |
| ModelVUVultronRetrieverFlash-Qwen3.5-0.8BVultr | LLMBoard score50.6 | Input -> outputimage, text -> embedding | Context262.1K | Parameters853M | CapabilitiesN/A | Released |
| ModelIGgranite-vision-3.3-2b-embeddingIbm Granite | LLMBoard score50.6 | Input -> outputimage, text -> embedding | Context128K | Parameters3B | CapabilitiesN/A | Released |
| ModelEAeager-embed-v1Eagerworks | LLMBoard score50.5 | Input -> outputimage, text -> embedding | Context262.1K | Parameters4.4B | CapabilitiesN/A | Released |
| ModelBAbge-small-enBaai | LLMBoard score50.5 | Input -> outputtext -> embedding | Context512 | Parameters33M | CapabilitiesN/A | Released |
| ModelVIcolpali-v1.3Vidore | LLMBoard score50.5 | Input -> outputimage, text -> embedding | Context16.4K | Parameters2.9B | CapabilitiesN/A | Released |
| ModelNAmodernbert-embed-baseNomic Ai | LLMBoard score50.4 | Input -> outputtext -> embedding | Context8.2K | Parameters149M | CapabilitiesN/A | Released |
| ModelVASauerkrautLM-ColLFM2-450M-v0.1Vagosolutions | LLMBoard score50.4 | Input -> outputimage, text -> embedding | Context32.8K | Parameters451M | CapabilitiesN/A | Released |
| ModelCAF2LLM-v2-80MCodefuse Ai | LLMBoard score50.4 | Input -> outputtext -> embedding | Context41K | Parameters80M | CapabilitiesN/A | Released |
| ModelVIcolpali-v1.2Vidore | LLMBoard score50.4 | Input -> outputimage, text -> embedding | Context16.4K | Parameters2.9B | CapabilitiesN/A | Released |
| ModelVIcolSmol-500MVidore | LLMBoard score50.3 | Input -> outputimage, text -> embedding | Context8.2K | Parameters500M | CapabilitiesN/A | Released |
| ModelNANanoVDR-S-MultiNanovdr | LLMBoard score50.2 | Input -> outputtext, image -> embedding | Context512 | Parameters69M | CapabilitiesN/A | Released |
| ModelVOvoyage-2Voyageai | LLMBoard score50.2 | Input -> outputtext -> embedding | Context4K | ParametersN/A | CapabilitiesN/A | Released |
| ModelGO | LLMBoard score50.2 | Input -> outputimage, text -> embedding | Context64 | Parameters203M | CapabilitiesN/A | Released |
| ModelVASauerkrautLM-ColMinistral3-3b-v0.1Vagosolutions | LLMBoard score50.2 | Input -> outputimage, text -> embedding | Context262.1K | Parameters4.3B | CapabilitiesN/A | Released |
| ModelVIcolpali-v1.1Vidore | LLMBoard score50.1 | Input -> outputimage, text -> embedding | Context16.4K | Parameters2.9B | CapabilitiesN/A | Released |
| ModelVIcolSmol-256MVidore | LLMBoard score50.1 | Input -> outputimage, text -> embedding | Context8.2K | Parameters256M | CapabilitiesN/A | Released |
| ModelINe5-largeIntfloat | LLMBoard score49.9 | Input -> outputtext -> embedding | Context512 | Parameters335M | CapabilitiesN/A | Released |
ModelAM Titan-text-embeddings-v2Amazon | LLMBoard score49.9 | Input -> outputtext -> embedding | ContextN/A | ParametersN/A | CapabilitiesN/A | Released |
| ModelSNsnowflake-arctic-embed-lSnowflake | LLMBoard score49.7 | Input -> outputtext -> embedding | Context512 | Parameters335M | CapabilitiesN/A | Released |
| ModelIGgranite-embedding-97m-multilingual-r2Ibm Granite | LLMBoard score49.6 | Input -> outputtext -> embedding | Context8.2K | Parameters97M | CapabilitiesN/A | Released |
| ModelOP | LLMBoard score49.5 | Input -> outputtext -> embedding | Context8.2K | ParametersN/A | CapabilitiesN/A | Released |
| ModelROe5-vRoyokong | LLMBoard score49.3 | Input -> outputimage, text -> embedding | Context8.2K | Parameters8.4B | CapabilitiesN/A | Released |
| ModelSDmmlw-roberta-largeSdadas | LLMBoard score49.3 | Input -> outputtext -> embedding | Context514 | Parameters435M | CapabilitiesN/A | Released |
| ModelIGgranite-embedding-small-english-r2Ibm Granite | LLMBoard score48.9 | Input -> outputtext -> embedding | Context8.2K | Parameters48M | CapabilitiesN/A | Released |
| ModelSTgtr-t5-xxlSentence Transformers | LLMBoard score48.9 | Input -> outputtext -> embedding | Context512 | Parameters4.9B | CapabilitiesN/A | Released |
| ModelSNsnowflake-arctic-embed-m-v1.5Snowflake | LLMBoard score48.9 | Input -> outputtext -> embedding | Context512 | Parameters109M | CapabilitiesN/A | Released |
| ModelSTgtr-t5-xlSentence Transformers | LLMBoard score48.7 | Input -> outputtext -> embedding | Context512 | Parameters1.2B | CapabilitiesN/A | Released |
| ModelMAminiac-embedManiaclabs | LLMBoard score48.3 | Input -> outputtext -> embedding | Context512 | Parameters33M | CapabilitiesN/A | Released |
| ModelOP | LLMBoard score48.1 | Input -> outputimage, text -> embedding | Context77 | Parameters150M | CapabilitiesN/A | Released |
| ModelFAdinov2-smallFacebook | LLMBoard score48.1 | Input -> outputimage -> embedding | ContextN/A | Parameters22M | CapabilitiesN/A | Released |
| ModelINe5-large-v2Intfloat | LLMBoard score48.0 | Input -> outputtext -> embedding | Context514 | Parameters335M | CapabilitiesN/A | Released |
| ModelHTKaLM-embedding-multilingual-mini-instruct-v1Hit Tmg | LLMBoard score48.0 | Input -> outputtext -> embedding | Context512 | Parameters494M | CapabilitiesN/A | Released |
| ModelLACLIP-ViT-B-32-laion2B-s34B-b79KLaion | LLMBoard score48.0 | Input -> outputimage, text -> embedding | Context77 | Parameters151M | CapabilitiesN/A | Released |
| ModelGO | LLMBoard score47.8 | Input -> outputimage, text -> embedding | Context64 | Parameters203M | CapabilitiesN/A | Released |
| ModelNAnomic-embed-text-v1.5Nomic Ai | LLMBoard score47.4 | Input -> outputtext -> embedding | Context8.2K | Parameters137M | CapabilitiesN/A | Released |
| ModelAVGIST-all-MiniLM-L6-v2Avsolatorio | LLMBoard score47.3 | Input -> outputtext -> embedding | Context512 | Parameters23M | CapabilitiesN/A | Released |
| ModelLELCO-Embedding-Omni-3BLco Embedding | LLMBoard score47.2 | Input -> outputaudio, image, text, video -> embedding | Context32.8K | Parameters4.7B | CapabilitiesN/A | Released |
| ModelSDmmlw-e5-baseSdadas | LLMBoard score47.2 | Input -> outputtext -> embedding | Context514 | Parameters278M | CapabilitiesN/A | Released |
| ModelSNsnowflake-arctic-embed-sSnowflake | LLMBoard score47.2 | Input -> outputtext -> embedding | Context512 | Parameters33M | CapabilitiesN/A | Released |
| ModelSNsnowflake-arctic-embed-mSnowflake | LLMBoard score47.2 | Input -> outputtext -> embedding | Context512 | Parameters109M | CapabilitiesN/A | Released |
| ModelGO | LLMBoard score47.1 | Input -> outputimage, text -> embedding | Context64 | Parameters371M | CapabilitiesN/A | Released |
| ModelCO | LLMBoard score47.0 | Input -> outputtext -> embedding | Context512 | ParametersN/A | CapabilitiesN/A | Released |
| ModelNAnomic-embed-text-v1-ablatedNomic Ai | LLMBoard score46.6 | Input -> outputtext -> embedding | Context8.2K | Parameters137M | CapabilitiesN/A | Released |
| ModelDEUSER-bge-m3Deepvk | LLMBoard score46.6 | Input -> outputtext -> embedding | Context8.2K | Parameters359M | CapabilitiesN/A | Released |
| ModelSTsentence-t5-xxlSentence Transformers | LLMBoard score46.4 | Input -> outputtext -> embedding | Context512 | Parameters4.9B | CapabilitiesN/A | Released |
| ModelINe5-base-v2Intfloat | LLMBoard score46.4 | Input -> outputtext -> embedding | Context512 | Parameters109M | CapabilitiesN/A | Released |
| ModelVOvoyage-3Voyageai | LLMBoard score46.3 | Input -> outputtext -> embedding | Context32K | ParametersN/A | CapabilitiesN/A | Released |
| ModelNAnomic-embed-vision-v1.5Nomic Ai | LLMBoard score46.2 | Input -> outputimage, text -> embedding | Context2K | Parameters93M | CapabilitiesN/A | Released |
| ModelIZudever-bloom-1b1Izhx | LLMBoard score46.2 | Input -> outputtext -> embedding | ContextN/A | Parameters1.1B | CapabilitiesN/A | Released |
| ModelSDmmlw-roberta-baseSdadas | LLMBoard score46.1 | Input -> outputtext -> embedding | Context514 | Parameters124M | CapabilitiesN/A | Released |
| ModelSAblip-itm-large-cocoSalesforce | LLMBoard score46.0 | Input -> outputimage, text -> embedding | Context512 | Parameters446M | CapabilitiesN/A | Released |
| ModelSTall-MiniLM-L12-v2Sentence Transformers | LLMBoard score45.9 | Input -> outputtext -> embedding | Context256 | Parameters33M | CapabilitiesN/A | Released |
| ModelLACLIP-ViT-B-32-DataComp.XL-s13B-b90KLaion | LLMBoard score45.8 | Input -> outputimage, text -> embedding | Context77 | Parameters151M | CapabilitiesN/A | Released |
| ModelSTgtr-t5-baseSentence Transformers | LLMBoard score45.6 | Input -> outputtext -> embedding | Context512 | Parameters110M | CapabilitiesN/A | Released |
| ModelHObekko-embedding-v1-a25mHotchpotch | LLMBoard score45.5 | Input -> outputtext -> embedding | Context8.2K | Parameters123M | CapabilitiesN/A | Released |
| ModelLAbilingual-embedding-baseLajavaness | LLMBoard score45.2 | Input -> outputtext -> embedding | Context514 | Parameters278M | CapabilitiesN/A | Released |
| ModelBRslx-v0.1Brahmairesearch | LLMBoard score45.2 | Input -> outputtext -> embedding | Context512 | Parameters23M | CapabilitiesN/A | Released |
| ModelCOcai-stellaris-text-embeddingsConsciousai | LLMBoard score45.0 | Input -> outputtext -> embedding | Context514 | ParametersN/A | CapabilitiesN/A | Released |
| ModelVOvoyage-multilingual-2Voyageai | LLMBoard score44.9 | Input -> outputtext -> embedding | Context32K | ParametersN/A | CapabilitiesN/A | Released |
| ModelIGgranite-embedding-30m-englishIbm Granite | LLMBoard score44.6 | Input -> outputtext -> embedding | Context512 | Parameters30M | CapabilitiesN/A | Released |
| ModelNAnomic-embed-text-v1-unsupervisedNomic Ai | LLMBoard score44.5 | Input -> outputtext -> embedding | Context8.2K | Parameters137M | CapabilitiesN/A | Released |
| ModelJIjina-embedding-b-en-v1Jinaai | LLMBoard score44.3 | Input -> outputtext -> embedding | Context512 | Parameters110M | CapabilitiesN/A | Released |
| ModelVOvoyage-finance-2Voyageai | LLMBoard score44.3 | Input -> outputtext -> embedding | Context32K | ParametersN/A | CapabilitiesN/A | Released |
| ModelMNLLM2Vec-Meta-Llama-3-8B-Instruct-mntp-unsup-simcseMcgill Nlp | LLMBoard score44.3 | Input -> outputtext -> embedding | Context8.2K | Parameters7.5B | CapabilitiesN/A | Released |
| ModelMNLLM2Vec-Llama-2-7b-chat-hf-mntp-unsup-simcseMcgill Nlp | LLMBoard score44.1 | Input -> outputtext -> embedding | Context32.8K | Parameters6.6B | CapabilitiesN/A | Released |
| ModelIZudever-bloom-7b1Izhx | LLMBoard score44.0 | Input -> outputtext -> embedding | ContextN/A | ParametersN/A | CapabilitiesN/A | Released |
| ModelSAblip-itm-large-flickrSalesforce | LLMBoard score43.4 | Input -> outputimage, text -> embedding | Context512 | Parameters446M | CapabilitiesN/A | Released |
| ModelINe5-baseIntfloat | LLMBoard score43.2 | Input -> outputtext -> embedding | Context512 | Parameters109M | CapabilitiesN/A | Released |
| ModelJIjina-clip-v1Jinaai | LLMBoard score43.0 | Input -> outputimage, text -> embedding | Context8.2K | Parameters223M | CapabilitiesN/A | Released |
| ModelQUEVA02-CLIP-B-16Quansun | LLMBoard score42.9 | Input -> outputimage, text -> embedding | Context77 | Parameters149M | CapabilitiesN/A | Released |
| ModelMAbge-m3-custom-frManu | LLMBoard score42.6 | Input -> outputtext -> embedding | Context8.2K | Parameters568M | CapabilitiesN/A | Released |
| ModelSAblip-itm-base-cocoSalesforce | LLMBoard score42.4 | Input -> outputimage, text -> embedding | Context512 | Parameters224M | CapabilitiesN/A | Released |
| ModelHWlodestone-base-4096-v1Hum Works | LLMBoard score42.1 | Input -> outputtext -> embedding | ContextN/A | Parameters137M | CapabilitiesN/A | Released |
| ModelTLVLM2Vec-FullTiger Lab | LLMBoard score41.9 | Input -> outputimage, text -> embedding | Context131.1K | Parameters4.1B | CapabilitiesN/A | Released |
| ModelTLVLM2Vec-LoRATiger Lab | LLMBoard score41.6 | Input -> outputimage, text -> embedding | Context131.1K | Parameters4.2B | CapabilitiesN/A | Released |
| ModelIZudever-bloom-3bIzhx | LLMBoard score41.5 | Input -> outputtext -> embedding | ContextN/A | Parameters3B | CapabilitiesN/A | Released |
| ModelORSolon-embeddings-large-0.1Ordalietech | LLMBoard score41.4 | Input -> outputtext -> embedding | Context514 | Parameters560M | CapabilitiesN/A | Released |
| ModelIGgranite-embedding-278m-multilingualIbm Granite | LLMBoard score41.4 | Input -> outputtext -> embedding | Context512 | Parameters278M | CapabilitiesN/A | Released |
| ModelIZudever-bloom-560mIzhx | LLMBoard score41.4 | Input -> outputtext -> embedding | ContextN/A | Parameters559M | CapabilitiesN/A | Released |
| ModelMNLLM2Vec-Sheared-LLaMA-mntp-unsup-simcseMcgill Nlp | LLMBoard score40.9 | Input -> outputtext -> embedding | Context32.8K | Parameters1.3B | CapabilitiesN/A | Released |
| ModelVOvoyage-3-liteVoyageai | LLMBoard score40.9 | Input -> outputtext -> embedding | Context32K | ParametersN/A | CapabilitiesN/A | Released |
| ModelHObekko-embedding-v1-a8mHotchpotch | LLMBoard score40.4 | Input -> outputtext -> embedding | Context8.2K | Parameters106M | CapabilitiesN/A | Released |
| ModelINe5-small-v2Intfloat | LLMBoard score40.4 | Input -> outputtext -> embedding | Context512 | Parameters33M | CapabilitiesN/A | Released |
| ModelMIIvysaurMihaiii | LLMBoard score40.3 | Input -> outputtext -> embedding | Context512 | Parameters23M | CapabilitiesN/A | Released |
| ModelSNsnowflake-arctic-embed-xsSnowflake | LLMBoard score40.0 | Input -> outputtext -> embedding | Context512 | Parameters23M | CapabilitiesN/A | Released |
| ModelHCe5-omni-3BHaon Chen | LLMBoard score40.0 | Input -> outputtext, image, audio, video -> embedding | Context32.8K | Parameters4.7B | CapabilitiesN/A | Released |
| ModelFASONARFacebook | LLMBoard score39.8 | Input -> outputtext -> embedding | Context512 | ParametersN/A | CapabilitiesN/A | Released |
| ModelMTbaseline-bm25sMteb | LLMBoard score39.7 | Input -> outputtext -> embedding | ContextN/A | ParametersN/A | CapabilitiesN/A | Released |
| ModelINmultilingual-e5-baseIntfloat | LLMBoard score39.5 | Input -> outputtext -> embedding | Context514 | Parameters278M | CapabilitiesN/A | Released |
| ModelBAbge-visualized-baseBaai | LLMBoard score39.5 | Input -> outputimage, text -> embedding | Context512 | Parameters196M | CapabilitiesN/A | Released |
| ModelDEembedder-100pDeepfile | LLMBoard score39.4 | Input -> outputtext -> embedding | Context514 | Parameters278M | CapabilitiesN/A | Released |
| ModelDWe5-base-4kDwzhu | LLMBoard score39.3 | Input -> outputtext -> embedding | Context4.1K | Parameters112M | CapabilitiesN/A | Released |
| ModelTEOmniEmbed-v0.1Tevatron | LLMBoard score39.1 | Input -> outputtext, image, audio, video -> embedding | Context32.8K | Parameters8.9B | CapabilitiesN/A | Released |
| ModelSTall-MiniLM-L6-v2Sentence Transformers | LLMBoard score39.1 | Input -> outputtext -> embedding | Context256 | Parameters23M | CapabilitiesN/A | Released |
| ModelNVmoco-v3-vit-lNyu Visionx | LLMBoard score38.9 | Input -> outputimage -> embedding | ContextN/A | Parameters304M | CapabilitiesN/A | Released |
| ModelNVmoco-v3-vit-bNyu Visionx | LLMBoard score38.9 | Input -> outputimage -> embedding | ContextN/A | Parameters87M | CapabilitiesN/A | Released |
| ModelINe5-smallIntfloat | LLMBoard score38.8 | Input -> outputtext -> embedding | Context512 | Parameters33M | CapabilitiesN/A | Released |
| ModelOP | LLMBoard score38.6 | Input -> outputimage, text -> embedding | Context77 | Parameters151M | CapabilitiesN/A | Released |
| ModelLAbilingual-embedding-smallLajavaness | LLMBoard score37.6 | Input -> outputtext -> embedding | Context512 | Parameters118M | CapabilitiesN/A | Released |
| ModelSAblip-itm-base-flickrSalesforce | LLMBoard score37.3 | Input -> outputimage, text -> embedding | Context512 | Parameters224M | CapabilitiesN/A | Released |
| ModelSAblip2-opt-2.7bSalesforce | LLMBoard score37.3 | Input -> outputimage, text -> embedding | ContextN/A | Parameters3.7B | CapabilitiesN/A | Released |
| ModelBAbge-visualized-m3Baai | LLMBoard score37.2 | Input -> outputimage, text -> embedding | Context8.2K | Parameters873M | CapabilitiesN/A | Released |
| ModelKAalign-baseKakaobrain | LLMBoard score37.1 | Input -> outputimage, text -> embedding | Context64 | Parameters172M | CapabilitiesN/A | Released |
| ModelHCe5-omni-7BHaon Chen | LLMBoard score36.8 | Input -> outputtext, image, audio, video -> embedding | Context32.8K | Parameters8.9B | CapabilitiesN/A | Released |
| ModelSDmmlw-e5-smallSdadas | LLMBoard score36.7 | Input -> outputtext -> embedding | Context512 | Parameters118M | CapabilitiesN/A | Released |
| ModelIGgranite-embedding-107m-multilingualIbm Granite | LLMBoard score36.1 | Input -> outputtext -> embedding | Context512 | Parameters107M | CapabilitiesN/A | Released |
| ModelINmultilingual-e5-smallIntfloat | LLMBoard score35.9 | Input -> outputtext -> embedding | Context512 | Parameters118M | CapabilitiesN/A | Released |
| ModelSTparaphrase-multilingual-mpnet-base-v2Sentence Transformers | LLMBoard score35.2 | Input -> outputtext -> embedding | Context512 | Parameters278M | CapabilitiesN/A | Released |
| ModelMIgte-micro-v4Mihaiii | LLMBoard score34.8 | Input -> outputtext -> embedding | Context512 | Parameters19M | CapabilitiesN/A | Released |
| ModelSAblip-image-captioning-largeSalesforce | LLMBoard score34.8 | Input -> outputimage, text -> embedding | Context512 | Parameters446M | CapabilitiesN/A | Released |
| ModelSAblip2-opt-6.7b-cocoSalesforce | LLMBoard score33.6 | Input -> outputimage, text -> embedding | ContextN/A | Parameters7.8B | CapabilitiesN/A | Released |
| ModelJIjina-embedding-s-en-v1Jinaai | LLMBoard score33.1 | Input -> outputtext -> embedding | Context512 | Parameters35M | CapabilitiesN/A | Released |
| ModelMIBulbasaurMihaiii | LLMBoard score32.6 | Input -> outputtext -> embedding | Context512 | Parameters17M | CapabilitiesN/A | Released |
| ModelJIjina-embeddings-v2-small-enJinaai | LLMBoard score32.5 | Input -> outputtext -> embedding | Context8.2K | Parameters33M | CapabilitiesN/A | Released |
| ModelOIArabic-all-nli-triplet-MatryoshkaOmartificial Intelligence Space | LLMBoard score31.4 | Input -> outputtext -> embedding | Context514 | Parameters278M | CapabilitiesN/A | Released |
| ModelMAsentence_croissant_alpha_v0.4Manu | LLMBoard score30.9 | Input -> outputtext -> embedding | Context2K | Parameters1.3B | CapabilitiesN/A | Released |
| ModelSTparaphrase-multilingual-MiniLM-L12-v2Sentence Transformers | LLMBoard score30.7 | Input -> outputtext -> embedding | Context512 | Parameters118M | CapabilitiesN/A | Released |
| ModelMAsentence_croissant_alpha_v0.3Manu | LLMBoard score30.5 | Input -> outputtext -> embedding | Context2K | Parameters1.3B | CapabilitiesN/A | Released |
| ModelSAblip-image-captioning-baseSalesforce | LLMBoard score30.2 | Input -> outputimage, text -> embedding | Context512 | Parameters225M | CapabilitiesN/A | Released |
| ModelBIsgpt-bloom-7b1-msmarcoBigscience | LLMBoard score29.7 | Input -> outputtext -> embedding | ContextN/A | Parameters7.1B | CapabilitiesN/A | Released |
| ModelAFru-en-RoSBERTaAi Forever | LLMBoard score29.6 | Input -> outputtext -> embedding | Context512 | Parameters404M | CapabilitiesN/A | Released |
| ModelMNLLM2Vec-Mistral-7B-Instruct-v2-mntp-unsup-simcseMcgill Nlp | LLMBoard score29.6 | Input -> outputtext -> embedding | Context32.8K | Parameters7.2B | CapabilitiesN/A | Released |
| ModelMAsentence_croissant_alpha_v0.2Manu | LLMBoard score28.1 | Input -> outputtext -> embedding | Context2K | Parameters1.3B | CapabilitiesN/A | Released |
| ModelSHtext2vec-base-multilingualShibing624 | LLMBoard score27.4 | Input -> outputtext -> embedding | Context256 | Parameters118M | CapabilitiesN/A | Released |
| ModelSELaBSE-ru-turboSergeyzh | LLMBoard score27.3 | Input -> outputtext -> embedding | Context512 | Parameters129M | CapabilitiesN/A | Released |
| ModelOIArabic-MiniLM-L12-v2-all-nli-tripletOmartificial Intelligence Space | LLMBoard score27.2 | Input -> outputtext -> embedding | Context512 | Parameters118M | CapabilitiesN/A | Released |
| ModelMIWartortleMihaiii | LLMBoard score26.5 | Input -> outputtext -> embedding | Context512 | Parameters17M | CapabilitiesN/A | Released |
| ModelMIgte-microMihaiii | LLMBoard score25.8 | Input -> outputtext -> embedding | Context512 | Parameters17M | CapabilitiesN/A | Released |
| ModelMIpotion-base-32MMinishlab | LLMBoard score25.4 | Input -> outputtext -> embedding | ContextN/A | Parameters32M | CapabilitiesN/A | Released |
| ModelETebind-fullEncord Team | LLMBoard score25.1 | Input -> outputtext, image, audio, video -> embedding | Context512 | Parameters1.8B | CapabilitiesN/A | Released |
| ModelMIpotion-retrieval-32MMinishlab | LLMBoard score24.1 | Input -> outputtext -> embedding | ContextN/A | Parameters32M | CapabilitiesN/A | Released |
| ModelOIArabic-labse-MatryoshkaOmartificial Intelligence Space | LLMBoard score24.0 | Input -> outputtext -> embedding | Context512 | Parameters471M | CapabilitiesN/A | Released |
| ModelMIpotion-base-8MMinishlab | LLMBoard score23.2 | Input -> outputtext -> embedding | ContextN/A | Parameters8M | CapabilitiesN/A | Released |
| ModelOMarabic-english-sts-matryoshkaOmarelshehy | LLMBoard score22.2 | Input -> outputtext -> embedding | Context514 | Parameters560M | CapabilitiesN/A | Released |
| ModelMIVenusaurMihaiii | LLMBoard score22.0 | Input -> outputtext -> embedding | Context512 | Parameters16M | CapabilitiesN/A | Released |
| ModelGASTS-multilingual-mpnet-base-v2Gameselo | LLMBoard score21.6 | Input -> outputtext -> embedding | Context514 | Parameters278M | CapabilitiesN/A | Released |
| ModelJIjina-embeddings-v2-base-enJinaai | LLMBoard score21.4 | Input -> outputtext -> embedding | Context8.2K | Parameters137M | CapabilitiesN/A | Released |
| ModelMIpotion-base-4MMinishlab | LLMBoard score21.2 | Input -> outputtext -> embedding | ContextN/A | Parameters4M | CapabilitiesN/A | Released |
| ModelMISquirtleMihaiii | LLMBoard score20.9 | Input -> outputtext -> embedding | Context512 | Parameters16M | CapabilitiesN/A | Released |
| ModelSTstatic-retrieval-mrl-en-v1Sentence Transformers | LLMBoard score20.7 | Input -> outputtext -> embedding | ContextN/A | Parameters31M | CapabilitiesN/A | Released |
| ModelAAGerman_Semantic_STS_V2Aari1995 | LLMBoard score20.5 | Input -> outputtext -> embedding | Context512 | Parameters336M | CapabilitiesN/A | Released |
| ModelSTstatic-similarity-mrl-multilingual-v1Sentence Transformers | LLMBoard score20.4 | Input -> outputtext -> embedding | ContextN/A | Parameters108M | CapabilitiesN/A | Released |
| ModelMIM2V_base_gloveMinishlab | LLMBoard score19.4 | Input -> outputtext -> embedding | ContextN/A | Parameters102M | CapabilitiesN/A | Released |
| ModelCOcai-lunaris-text-embeddingsConsciousai | LLMBoard score19.2 | Input -> outputtext -> embedding | Context512 | Parameters335M | CapabilitiesN/A | Released |
| ModelSTLaBSESentence Transformers | LLMBoard score18.0 | Input -> outputtext -> embedding | Context512 | Parameters471M | CapabilitiesN/A | Released |
| ModelMIpotion-multilingual-128MMinishlab | LLMBoard score18.0 | Input -> outputtext -> embedding | ContextN/A | Parameters128M | CapabilitiesN/A | Released |
| ModelMIM2V_base_glove_subwordMinishlab | LLMBoard score17.9 | Input -> outputtext -> embedding | ContextN/A | Parameters103M | CapabilitiesN/A | Released |
| ModelDEUSER-baseDeepvk | LLMBoard score17.2 | Input -> outputtext -> embedding | Context512 | Parameters427M | CapabilitiesN/A | Released |
| ModelMIM2V_base_outputMinishlab | LLMBoard score17.1 | Input -> outputtext -> embedding | ContextN/A | Parameters8M | CapabilitiesN/A | Released |
| ModelCOLaBSE-en-ruCointegrated | LLMBoard score17.0 | Input -> outputtext -> embedding | Context512 | Parameters129M | CapabilitiesN/A | Released |
| ModelMIpotion-base-2MMinishlab | LLMBoard score16.9 | Input -> outputtext -> embedding | ContextN/A | Parameters2M | CapabilitiesN/A | Released |
| ModelJAgemma-2b-embeddingsJaume | LLMBoard score15.7 | Input -> outputtext -> embedding | Context8.2K | Parameters2.5B | CapabilitiesN/A | Released |
| ModelSErubert-tiny-turboSergeyzh | LLMBoard score15.3 | Input -> outputtext -> embedding | Context2K | Parameters29M | CapabilitiesN/A | Released |
| ModelCOrubert-tiny2Cointegrated | LLMBoard score13.8 | Input -> outputtext -> embedding | Context2K | Parameters29M | CapabilitiesN/A | Released |
| ModelSAsilma-embeddding-matryoshka-v0.1Silma Ai | LLMBoard score12.9 | Input -> outputtext -> embedding | Context512 | Parameters135M | CapabilitiesN/A | Released |
| ModelCOrubert-tinyCointegrated | LLMBoard score12.8 | Input -> outputtext -> embedding | Context512 | Parameters12M | CapabilitiesN/A | Released |
| ModelOIArabic-mpnet-base-all-nli-tripletOmartificial Intelligence Space | LLMBoard score12.7 | Input -> outputtext -> embedding | Context514 | Parameters109M | CapabilitiesN/A | Released |
| ModelOIArabert-all-nli-triplet-MatryoshkaOmartificial Intelligence Space | LLMBoard score11.9 | Input -> outputtext -> embedding | Context512 | Parameters135M | CapabilitiesN/A | Released |
| ModelOIMarbert-all-nli-triplet-MatryoshkaOmartificial Intelligence Space | LLMBoard score11.7 | Input -> outputtext -> embedding | Context512 | Parameters163M | CapabilitiesN/A | Released |
| ModelDEdistilrubert-small-cased-conversationalDeeppavlov | LLMBoard score11.4 | Input -> outputtext -> embedding | Context512 | Parameters107M | CapabilitiesN/A | Released |
| ModelDErubert-base-cased-sentenceDeeppavlov | LLMBoard score11.2 | Input -> outputtext -> embedding | Context512 | Parameters107M | CapabilitiesN/A | Released |
| ModelAFsbert_large_mt_nlu_ruAi Forever | LLMBoard score11.0 | Input -> outputtext -> embedding | Context512 | Parameters427M | CapabilitiesN/A | Released |
| ModelDErubert-base-casedDeeppavlov | LLMBoard score10.1 | Input -> outputtext -> embedding | Context512 | Parameters1.3B | CapabilitiesN/A | Released |
| ModelAFsbert_large_nlu_ruAi Forever | LLMBoard score9.9 | Input -> outputtext -> embedding | Context512 | Parameters427M | CapabilitiesN/A | Released |
| ModelDEdeberta-v1-baseDeepvk | LLMBoard score9.6 | Input -> outputtext -> embedding | Context512 | Parameters124M | CapabilitiesN/A | Released |
| ModelMAternary-weight-embeddingMalenia1 | LLMBoard score9.4 | Input -> outputtext -> embedding | Context512 | Parameters99M | CapabilitiesN/A | Released |
| ModelMTbaseline-random-encoderMteb | LLMBoard score8.5 | Input -> outputtext, image, audio, video -> embedding | ContextN/A | ParametersN/A | CapabilitiesN/A | ReleasedN/A |
| ModelGO | LLMBoard scoreN/A | Input -> outputtext, image, audio, video, pdf -> text | Context8.2K | ParametersN/A | Capabilitiesattachments | Released |
| ModelNV | LLMBoard scoreN/A | Input -> outputtext, image -> text | Context32.8K | ParametersN/A | Capabilitiesattachments | Released |
This leaderboard uses evaluation and benchmark evidence only for scores. Price, context and model specifications remain separate from the ranking.
Leaderboard overview
Models352
Vendors104
Scored models350
Ranking status243 ranked
Models352104 vendors
Multimodal inputs96Products accepting more than one input modality
Vendor catalog mix
352 modelsEmbedding Input and Output Modalities
Compare input and output support alongside the leaderboard; modality support does not change the benchmark ranking.
ModelIn: textIn: imageIn: audioIn: videoOut: textOut: imageOut: audioOut: video
About Embedding Model Leaderboard
How does this embedding leaderboard work?
350 models currently have a domain-specific LLMBoard score. The leaderboard ranking uses matched benchmark evidence, while coverage and provisional status identify incomplete evidence.
How are prices displayed?
Prices retain the unit returned by the catalog, such as per image, per second, per minute or per million characters. They are never shown as token prices.
Why can a model have no price?
Some models do not have a current price listing in their native billing unit.