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Search & embeddings: AI models at a glance, October 2026
Our data has no ranking for “Search & embeddings” yet. 30 models are in the catalog, listed here by release date.
Open in the interactive comparisonSearch & embeddings ranking
Our data has no ranking for this area yet. Models are listed by release date, which is not a rating.
| Rank | Model | Licence | Released | Key facts |
|---|---|---|---|---|
| – | voyage-code-4Voyage AI | Proprietary | Aug 2026 | $0.12 / 1M tokens |
| – | voyage-multimodal-3.5Voyage AI | Proprietary | Jul 2026 | $0.12 / 1M tokens |
| – | voyage-4-liteVoyage AI | Proprietary | Jul 2026 | $0.02 / 1M tokens |
| – | voyage-4Voyage AI | Proprietary | Jul 2026 | $0.06 / 1M tokens |
| – | voyage-4-largeVoyage AI | Proprietary | Jul 2026 | $0.12 / 1M tokens |
| – | Gemini Embedding 2Google | Proprietary | May 2026 | $0.20 / 1M tokens |
| – | Gemini Embedding 2 PreviewGoogle | Proprietary | Apr 2026 | $0.20 / 1M tokens |
| – | Embed V1 4BPerplexity | Proprietary | Mar 2026 | $0.03 / 1M tokens |
| – | Embed V1 0.6BPerplexity | Proprietary | Mar 2026 | $0.004 / 1M tokens |
| – | GTE-Basethenlper | Open | Nov 2025 | $0.005 / 1M tokens |
| – | GTE-Largethenlper | Open | Nov 2025 | $0.01 / 1M tokens |
| – | E5-Large-v2intfloat | Open | Nov 2025 | $0.01 / 1M tokens |
| – | E5-Base-v2intfloat | Open | Nov 2025 | $0.005 / 1M tokens |
| – | Multilingual-E5-Largeintfloat | Open | Nov 2025 | $0.01 / 1M tokens |
| – | paraphrase-MiniLM-L6-v2Sentence Transformers | Open | Nov 2025 | $0.005 / 1M tokens |
| – | all-MiniLM-L12-v2Sentence Transformers | Open | Nov 2025 | $0.005 / 1M tokens |
| – | bge-base-en-v1.5BAAI | Open | Nov 2025 | $0.005 / 1M tokens |
| – | multi-qa-mpnet-base-dot-v1Sentence Transformers | Open | Nov 2025 | $0.005 / 1M tokens |
| – | bge-large-en-v1.5BAAI | Open | Nov 2025 | $0.01 / 1M tokens |
| – | bge-m3BAAI | Open | Nov 2025 | $0.01 / 1M tokens |
| – | all-mpnet-base-v2Sentence Transformers | Open | Nov 2025 | $0.005 / 1M tokens |
| – | all-MiniLM-L6-v2Sentence Transformers | Open | Nov 2025 | $0.005 / 1M tokens |
| – | Mistral Embed 2312Mistral | Proprietary | Oct 2025 | $0.10 / 1M tokens |
| – | Gemini Embedding 001Google | Proprietary | Oct 2025 | $0.15 / 1M tokens |
| – | Text Embedding Ada 002OpenAI | Proprietary | Oct 2025 | $0.10 / 1M tokens |
| – | Codestral Embed 2505Mistral | Proprietary | Oct 2025 | $0.15 / 1M tokens |
| – | Text Embedding 3 LargeOpenAI | Proprietary | Oct 2025 | $0.13 / 1M tokens |
| – | Text Embedding 3 SmallOpenAI | Proprietary | Oct 2025 | $0.02 / 1M tokens |
| – | Qwen3 Embedding 8BQwen | Open | Oct 2025 | $0.01 / 1M tokens |
| – | Qwen3 Embedding 4BQwen | Open | Oct 2025 | $0.02 / 1M tokens |