AI Index

Models

Models that turn text, images, audio or video into vectors for search and retrieval. Price per 1M input text tokens on the provider’s own API. Dots show where each value came from; a hollow dot means it is not verified yet.

64 of 64 embedding models

  • Alibaba Qwen
    Per 1M tokens ¥0.13
    Dimensions 1,024
    Max input 131.07K
    Input Text
  • voyage-code-4 Verified
    MongoDB
    Per 1M tokens $0.12
    Dimensions 1,024
    Max input 32K
    Input Not stated
  • Tencent
    Per 1M tokens —
    Dimensions 1,024
    Max input 32K
    Input —
  • Alibaba Qwen
    Per 1M tokens ¥0.50
    Dimensions 1,024
    Max input 128K
    Input Text
  • MongoDB
    Per 1M tokens $0.12
    Dimensions 1,024
    Max input 120K
    Input —
  • Google
    Per 1M tokens $0.20
    Dimensions 3,072
    Max input 8.19K
    Input Text, Image, Audio, Video, PDF
  • Per 1M tokens ¥0.15
    Dimensions 768
    Max input 1.02K
    Input —
  • Alibaba Qwen
    Per 1M tokens —
    Dimensions 1,152
    Max input 1.02K
    Input —
  • GLM-OCR Partly verified
    Zhipu AI
    Per 1M tokens $0.030
    Dimensions Not stated
    Max input Not stated
    Input Image, PDF
  • Alibaba Qwen
    Per 1M tokens ¥0.70
    Dimensions 2,560
    Max input 32K
    Input Text, Image, Video
  • Voyage 4 Verified
    MongoDB
    Per 1M tokens $0.060
    Dimensions 1,024
    Max input 32K
    Input —
  • MongoDB
    Per 1M tokens $0.12
    Dimensions 1,024
    Max input 32K
    Input —
  • voyage-4-lite Verified
    MongoDB
    Per 1M tokens $0.020
    Dimensions 1,024
    Max input 32K
    Input Not stated
  • MongoDB
    Per 1M tokens $0.12
    Dimensions 1,024
    Max input 32K
    Input Text, Image, Video
  • Alibaba Qwen
    Per 1M tokens ¥0.70
    Dimensions 1,024
    Max input 32K
    Input —
  • Alibaba Qwen
    Per 1M tokens $0.090
    Dimensions 768
    Max input 1.02K
    Input Text, Image, Video
  • Alibaba Qwen
    Per 1M tokens $0.090
    Dimensions 1,152
    Max input 1.02K
    Input Text, Image, Video
  • Alibaba Qwen
    Per 1M tokens $0.070
    Dimensions 1,024
    Max input 8.19K
    Input Text
  • MongoDB
    Per 1M tokens $0.18
    Dimensions 1,024
    Max input 120K
    Input Not stated
  • CogVideoX-3 Partly verified
    Zhipu AI
    Per 1M tokens —
    Dimensions Not stated
    Max input Not stated
    Input Not stated
  • Voyage-3.5 Verified
    MongoDB
    Per 1M tokens $0.060
    Dimensions 1,024
    Max input 32K
    Input —
  • MongoDB
    Per 1M tokens $0.020
    Dimensions 1,024
    Max input 32K
    Input —
  • embed-v4.0 Partly verified
    Cohere
    Per 1M tokens Not stated
    Dimensions 1,536
    Max input 128K
    Input Text, Image, PDF
  • skylark-embedding-vision Partly verified
    ByteDance Seed
    Per 1M tokens $0.13
    Dimensions Not stated
    Max input 8K
    Input Text, Image
  • multimodal-embedding-v1 Partly verified
    Alibaba Qwen
    Per 1M tokens ¥0.70
    Dimensions 1,024
    Max input —
    Input Text, Image, Video
  • voyage-3 Verified
    MongoDB
    Per 1M tokens $0.060
    Dimensions 1,024
    Max input 32K
    Input Not stated
  • Alibaba Qwen
    Per 1M tokens $0.070
    Dimensions 1,024
    Max input 8.19K
    Input Text
  • MongoDB
    Per 1M tokens $0.12
    Dimensions 1,024
    Max input 32K
    Input Not stated
  • voyage-law-2 Verified
    MongoDB
    Per 1M tokens $0.12
    Dimensions 1,024
    Max input 16K
    Input Not stated
  • Alibaba Qwen
    Per 1M tokens ¥0.70
    Dimensions 1,536
    Max input 2.05K
    Input Not stated
  • Alibaba Qwen
    Per 1M tokens ¥0.70
    Dimensions 1,536
    Max input 2.05K
    Input Text
  • Alibaba Qwen
    Per 1M tokens ¥0.70
    Dimensions 1,536
    Max input 2.05K
    Input Text
  • Alibaba Qwen
    Per 1M tokens ¥0.70
    Dimensions 1,536
    Max input 2.05K
    Input Not stated
  • text-embedding-3-large Partly verified
    OpenAI
    Per 1M tokens $0.13
    Dimensions 3,072
    Max input 8.19K
    Input Text
  • text-embedding-3-small Partly verified
    OpenAI
    Per 1M tokens $0.020
    Dimensions 1,536
    Max input 8.19K
    Input Text
  • OpenAI
    Per 1M tokens $0.10
    Dimensions 1,536
    Max input 8.19K
    Input Text
  • AutoGLM-Phone Unverified
    Zhipu AI
    Per 1M tokens Not stated
    Dimensions Not stated
    Max input Not stated
    Input Not stated
  • embed-english-light-v3.0 Partly verified
    Cohere
    Per 1M tokens Not stated
    Dimensions 384
    Max input 512
    Input Text, Image
  • embed-english-v3.0 Partly verified
    Cohere
    Per 1M tokens Not stated
    Dimensions 1,024
    Max input 512
    Input Text, Image
  • Cohere
    Per 1M tokens Not stated
    Dimensions 384
    Max input 512
    Input Text, Image
  • embed-multilingual-v3.0 Partly verified
    Cohere
    Per 1M tokens Not stated
    Dimensions 1,024
    Max input 512
    Input Text, Image
  • Cohere
    Per 1M tokens $0.080
    Dimensions 2,048
    Max input 128K
    Input Text, Image, PDF
  • Cohere
    Per 1M tokens $0.12
    Dimensions 2,048
    Max input 128K
    Input Text, Image, PDF
  • Embedding-2 Partly verified
    Zhipu AI
    Per 1M tokens ¥0.50
    Dimensions Not stated
    Max input 8K
    Input Not stated
  • Embedding-3 Verified
    Zhipu AI
    Per 1M tokens ¥0.50
    Dimensions 2,048
    Max input 3.07K
    Input Text
  • GLM-4.1V-Thinking-Flash Partly verified
    Zhipu AI
    Per 1M tokens Free
    Dimensions Not stated
    Max input Not stated
    Input —
  • GLM-4.1V-Thinking-FlashX Partly verified
    Zhipu AI
    Per 1M tokens ¥2.00
    Dimensions —
    Max input —
    Input —
  • GLM-4V-Flash Partly verified
    Zhipu AI
    Per 1M tokens Free
    Dimensions Not stated
    Max input 16K
    Input —
  • Kinfra-Text-Embedding-4b Partly verified
    Tencent
    Per 1M tokens —
    Dimensions —
    Max input 32K
    Input —
  • Kinfra-VL-Embedding-2b Partly verified
    Tencent
    Per 1M tokens —
    Dimensions 2,048
    Max input 32K
    Input Text, Image, Video
  • Kinfra-VL-Embedding-8b Partly verified
    Tencent
    Per 1M tokens —
    Dimensions 4,096
    Max input 32K
    Input Text, Image, Video
  • voyage-01 Partly verified
    MongoDB
    Per 1M tokens $0.10
    Dimensions Not stated
    Max input Not stated
    Input Not stated
  • voyage-02 Partly verified
    MongoDB
    Per 1M tokens $0.10
    Dimensions Not stated
    Max input Not stated
    Input Not stated
  • voyage-2 Partly verified
    MongoDB
    Per 1M tokens $0.10
    Dimensions Not stated
    Max input 16K
    Input —
  • MongoDB
    Per 1M tokens $0.18
    Dimensions 1,024
    Max input 32K
    Input —
  • voyage-3-lite Partly verified
    MongoDB
    Per 1M tokens $0.020
    Dimensions Not stated
    Max input —
    Input Not stated
  • voyage-4-nano Partly verified
    MongoDB
    Per 1M tokens Not stated
    Dimensions 512
    Max input 32K
    Input Not stated
  • voyage-code-3 Verified
    MongoDB
    Per 1M tokens $0.18
    Dimensions 1,024
    Max input 32K
    Input —
  • voyage-large-2 Partly verified
    MongoDB
    Per 1M tokens $0.12
    Dimensions Not stated
    Max input Not stated
    Input Not stated
  • voyage-large-2-instruct Partly verified
    MongoDB
    Per 1M tokens $0.12
    Dimensions —
    Max input 16K
    Input —
  • voyage-lite-01 Partly verified
    MongoDB
    Per 1M tokens $0.10
    Dimensions —
    Max input —
    Input —
  • voyage-lite-01-instruct Partly verified
    MongoDB
    Per 1M tokens $0.10
    Dimensions —
    Max input —
    Input —
  • voyage-lite-02-instruct Partly verified
    MongoDB
    Per 1M tokens $0.10
    Dimensions —
    Max input —
    Input —
  • voyage-multilingual-2 Partly verified
    MongoDB
    Per 1M tokens $0.12
    Dimensions —
    Max input —
    Input —