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Models
AI models
1521 current models, newest first. Each links to its benchmark results, with who ran them.
Best by specialty
Independent and third-party results only · method category-2026-09-29.1
Not ranked yet
Too few independent or third-party results to rank:
Scientific reasoning, Mathematics, Long context, OCR & documents, Law, Medicine & health, Finance, Multilingual, Instruction following, Writing, Speech & audio.
All current models
Best for
- Knowledge & reasoning
- Scientific reasoning
- Mathematics
- Coding & software engineering
- Agentic tool use
- Computer & browser use
- Professional knowledge work
- Long context
- Vision & multimodal understanding
- OCR & documents
- Law
- Medicine & health
- Finance
- Multilingual
- Factuality & hallucination
- Instruction following
- Writing
- Speech & audio
- Human preference
Kind· Embedding
Context
Input price
Weights· Proprietary
Reasoning· Not reasoning
- Qwen3.7-Text-EmbeddingAlibaba Group · 31 Jul 2026 · — context—in / 1M
- Solar Embedding 2Upstage · 30 Jun 2026 · — context—in / 1M
- Gemini Embedding 2Google DeepMind · 10 Mar 2026 · 8.2K context$0.20in / 1M
- voyage-4 (large, standard, lite)Voyage AI · 15 Jan 2026 · 32K context$0.06in / 1M
- voyage-multimodal-3.5Voyage AI · 15 Jan 2026 · — context$0.12in / 1M
- text-embedding-v4Alibaba Group · 25 Aug 2025 · — context—in / 1M
- Doubao-embedding-visionByteDance · 15 Jun 2025 · — context—in / 1M
- Codestral EmbedMistral AI · 28 May 2025 · 8.2K context$0.15in / 1M
- voyage-3.5 (and voyage-3.5-lite)Voyage AI · 20 May 2025 · 32K context$0.06in / 1M
- Embed 4Cohere · Apr 2025 · 128K context—in / 1M
- Gemini Embedding 001Google DeepMind · 7 Mar 2025 · 2K context$0.15in / 1M
- voyage-3-largeVoyage AI · 7 Jan 2025 · 32K context$0.18in / 1M
- voyage-code-3Voyage AI · 4 Dec 2024 · 32K context$0.18in / 1M
- text-embedding-005Google · 18 Nov 2024 · 2K context—in / 1M
- voyage-multimodal-3Voyage AI · 12 Nov 2024 · — context$0.12in / 1M
- voyage-3 (and voyage-3-lite)Voyage AI · 18 Sep 2024 · 32K context$0.06in / 1M
- voyage-multilingual-2Voyage AI · 10 Jun 2024 · 32K context$0.12in / 1M
- voyage-finance-2Voyage AI · 3 Jun 2024 · 32K context$0.12in / 1M
- Solar Embedding 1 LargeUpstage · 10 May 2024 · — context—in / 1M
- voyage-large-2-instructVoyage AI · 5 May 2024 · 16K context$0.12in / 1M
- Amazon Titan Text Embeddings V2Amazon · 30 Apr 2024 · 8.2K context—in / 1M
- voyage-law-2Voyage AI · 15 Apr 2024 · 16K context$0.12in / 1M
- text-embedding-004Google · 9 Apr 2024 · 2K context—in / 1M
- text-multilingual-embedding-002Google · 9 Apr 2024 · 2K context—in / 1M
- Vertex AI multimodal embeddingsGoogle · 12 Feb 2024 · — context—in / 1M
- text-embedding-3-largeOpenAI · 25 Jan 2024 · 8.2K context$0.13in / 1M
- text-embedding-3-smallOpenAI · 25 Jan 2024 · 8.2K context$0.02in / 1M
- Mistral EmbedMistral AI · 11 Dec 2023 · 8.2K context$0.10in / 1M
- Amazon Titan Multimodal Embeddings G1Amazon · 29 Nov 2023 · — context—in / 1M
- Embed v3 (English, Multilingual, Light)Cohere · 2 Nov 2023 · 512 context—in / 1M
- text-embedding-ada-002OpenAI · 15 Dec 2022 · 8.2K context$0.10in / 1M
- Amazon Nova Multimodal EmbeddingsAmazon · — · — context—in / 1M
- Embed v2 (English, English Light, Multilingual)Cohere · — · — context—in / 1M
- Embedding-2Z.ai (Zhipu AI) · — · — context—in / 1M
- Embedding-3Z.ai (Zhipu AI) · — · — context—in / 1M
- text-embedding-v3Alibaba Group · — · — context—in / 1M
- voyage-01 (and lite-01, lite-01-instruct)Voyage AI · — · 4K context$0.10in / 1M
- voyage-02 / voyage-lite-02-instructVoyage AI · — · 4K context$0.10in / 1M
- voyage-2Voyage AI · — · 4K context$0.10in / 1M
- voyage-code-2Voyage AI · — · — context$0.12in / 1M
- voyage-code-4Voyage AI · — · 32K context$0.12in / 1M
- voyage-context-3Voyage AI · — · — context$0.18in / 1M
- voyage-context-4Voyage AI · — · — context$0.12in / 1M
- voyage-large-2Voyage AI · — · 16K context$0.12in / 1M