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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· Open weights
Reasoning· Not reasoning
- Nemotron 3 Embed 1BNVIDIA · 14 Jul 2026 · 262.1K context—in / 1M
- Nemotron 3 Embed 8BNVIDIA · 14 Jul 2026 · 262.1K context—in / 1M
- LFM2.5-Embedding-350M (and ColBERT)Liquid AI · 5 May 2026 · — context—in / 1M
- Granite Embedding Multilingual R2 (97M, 311M)IBM · 20 Apr 2026 · — context—in / 1M
- jina-embeddings-v5-omni (nano, small)Jina AI · 31 Mar 2026 · — context—in / 1M
- Harrier OSS v1 0.6BMicrosoft · 30 Mar 2026 · — context—in / 1M
- Harrier OSS v1 270MMicrosoft · 30 Mar 2026 · — context—in / 1M
- Harrier OSS v1 27BMicrosoft · 30 Mar 2026 · — context—in / 1M
- jina-embeddings-v5-text (nano, small)Jina AI · 22 Jan 2026 · — context—in / 1M
- voyage-4-nanoVoyage AI · 15 Jan 2026 · 32K context—in / 1M
- Qwen3-VL-EmbeddingAlibaba Group · 8 Jan 2026 · — context—in / 1M
- pplx-embed-context-v1 0.6BPerplexity · Jan 2026 · 32K context$0.01in / 1M
- pplx-embed-context-v1 4BPerplexity · Jan 2026 · 32K context$0.05in / 1M
- pplx-embed-v1 0.6BPerplexity · Jan 2026 · 32K context$0.00in / 1M
- pplx-embed-v1 4BPerplexity · Jan 2026 · 32K context$0.03in / 1M
- LFM2-ColBERT-350MLiquid AI · 28 Oct 2025 · — context—in / 1M
- Llama Nemotron Embed 1B v2NVIDIA · 16 Oct 2025 · 131.1K context—in / 1M
- Llama-Embed-Nemotron 8BNVIDIA · 7 Oct 2025 · 131.1K context—in / 1M
- Omni-Embed-Nemotron 3BNVIDIA · 30 Sep 2025 · 32.8K context—in / 1M
- EmbeddingGemma 300MGoogle DeepMind · 4 Sep 2025 · 2K context—in / 1M
- jina-code-embeddings (0.5B, 1.5B)Jina AI · 26 Aug 2025 · — context—in / 1M
- MobileCLIP2Apple · 19 Aug 2025 · — context—in / 1M
- Granite Embedding English R2 (149M, small 47M)IBM · 17 Jul 2025 · — context—in / 1M
- Qwen3-EmbeddingAlibaba Group · 5 Jun 2025 · — context—in / 1M
- jina-embeddings-v4Jina AI · Jun 2025 · — context—in / 1M
- Arctic Embed 2.0 (M, L)Snowflake · Dec 2024 · — context—in / 1M
- Granite Embedding (30M, 125M English; 107M, 278M multilingual)IBM · Dec 2024 · — context—in / 1M
- jina-clip-v2Jina AI · 8 Oct 2024 · — context—in / 1M
- jina-embeddings-v3Jina AI · Sep 2024 · 8.2K context—in / 1M
- NV-Embed-v2NVIDIA · 29 Aug 2024 · 32.8K context—in / 1M
- jina-colbert-v2Jina AI · 16 Aug 2024 · — context—in / 1M
- gte-multilingual-baseAlibaba Group · 20 Jul 2024 · — context—in / 1M
- Arctic Embed M v1.5Snowflake · 3 Jul 2024 · — context—in / 1M
- gte-Qwen2-7B-instructAlibaba Group · 15 Jun 2024 · — context—in / 1M
- NV-Embed-v1NVIDIA · 23 May 2024 · — context—in / 1M
- jina-clip-v1Jina AI · 21 May 2024 · — context—in / 1M
- Arctic Embed (xs, s, m, m-long, l)Snowflake · Apr 2024 · — context—in / 1M
- MobileCLIP (S0-S2, B)Apple · 6 Mar 2024 · — context—in / 1M
- jina-embeddings-v2 (small/base; en, de, es, zh, code)Jina AI · Oct 2023 · 8.2K context—in / 1M