Embedding models
Text and multimodal embedding models for search, retrieval and RAG, compared by creator, pricing, context window and provider availability.
43 models · 1–25
| Select models to compare | Model | Released | Context | Input /M | Output /M | Parameters | Type | I/O | Openness |
|---|---|---|---|---|---|---|---|---|---|
 Embed 5 FastCohere | November 3, 2026 | 128K | $0.08 | $0.00 | — | Embeddings | text, image → embeddings | Unknown | |
| Embed 5 ProCohere | November 3, 2026 | 128K | $0.12 | $0.00 | — | Embeddings | text, image → embeddings | Unknown | |
 Titan Multimodal Embeddings G1Amazon | October 26, 2026 | 128 | $0.80 | $0.00 | — | Embeddings | text, image → embeddings | Unknown | |
| Titan Embeddings G1 - TextAmazon | October 26, 2026 | 8K | $0.10 | $0.00 | — | Embeddings | text → embeddings | Unknown | |
| Titan Text Embeddings V2Amazon | October 26, 2026 | 8K | $0.02 | $0.00 | — | Embeddings | text → embeddings | Unknown | |
 Nemotron 3.5 Embed 1BNVIDIA | October 21, 2026 | 33K | $0.00 | $0.00 | 1B | Embeddings | text, image → embeddings | Open weights | |
| Nemotron 3.5 Embed 8BNVIDIA | October 21, 2026 | 33K | $0.00 | $0.00 | 8B | Embeddings | text, image → embeddings | Open weights | |
 LFM2.5-Embedding-350MLiquid AI | August 18, 2026 | 512 | $0.00 | $0.00 | 350M | Embeddings | text → embeddings | Open weights | |
| voyage-code-4VoyageAI by MongoDB | August 13, 2026 | 32K | $0.12 | $0.00 | — | Embeddings | text → embeddings | Unknown | |
| voyage-multimodal-3.5VoyageAI by MongoDB | July 27, 2026 | 32K | $0.12 | $0.00 | — | Embeddings | text, image → embeddings | Unknown | |
| voyage-4-liteVoyageAI by MongoDB | July 27, 2026 | 32K | $0.02 | $0.00 | — | Embeddings | text → embeddings | Unknown | |
| voyage-4VoyageAI by MongoDB | July 27, 2026 | 32K | $0.06 | $0.00 | — | Embeddings | text → embeddings | Unknown | |
| voyage-4-largeVoyageAI by MongoDB | July 27, 2026 | 32K | $0.12 | $0.00 | — | Embeddings | text → embeddings | Unknown | |
| Nemotron 3 Embed 1BNVIDIA | July 16, 2026 | 33K | $0.00 | $0.00 | 1B | Embeddings | text → embeddings | Open weights | |
 Gemini Embedding 2Google DeepMind | April 22, 2026 | 8K | $0.20 | $0.00 | — | Embeddings | text, image, file, audio, video → embeddings | Closed | |
| Gemini Embedding 2 PreviewGoogle DeepMind | March 10, 2026 | 8K | $0.20 | $0.00 | — | Embeddings | text, image, file, audio, video → embeddings | Closed | |
 Embed V1 0.6BPerplexity | February 26, 2026 | 32K | $0.004 | $0.00 | 0.6B | Embeddings | text → embeddings | Open weights | |
| Embed V1 4BPerplexity | February 26, 2026 | 32K | $0.03 | $0.00 | 4B | Embeddings | text → embeddings | Open weights | |
| Llama Nemotron Embed VL 1B V2NVIDIA | December 18, 2025 | 131K | $0.00 | $0.00 | 1B | Embeddings | text, image → embeddings | Open weights | |
 MobileCLIP2Apple | August 25, 2025 | — | — | — | — | Embeddings | text, image → embeddings | Open weights | |
 Qwen3 Embedding 4BQwen | June 5, 2025 | 33K | $0.02 | $0.00 | 4B | Embeddings | text → embeddings | Open weights | |
| Qwen3 Embedding 8BQwen | June 5, 2025 | 41K | $0.01 | $0.00 | 8B | Embeddings | text → embeddings | Open weights | |
 Codestral Embed 2505Mistral AI | May 28, 2025 | 8K | $0.15 | $0.00 | — | Embeddings | text → embeddings | Closed | |
| Gemini Embedding 001Google DeepMind | May 20, 2025 | 20K | $0.15 | $0.00 | — | Embeddings | text → embeddings | Closed | |
| MobileCLIPApple | March 6, 2024 | — | — | — | — | Embeddings | text, image → embeddings | Open weights |