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Embedding models

82 models classified as embedding across 20 gateways.

ModelVendorAvailable onContextInput / MtokSpread
Text Embedding 3 Large openai/text-embedding-3-large OpenAI Cheaper InferenceCloudflareLLM GatewayOrcaRouterVercel 8.2K $0.101–$0.130 1.29x
Text Embedding 3 Small openai/text-embedding-3-small OpenAI Cheaper InferenceCloudflareLLM GatewayOrcaRouterVercel 8.2K $0.017–$0.020 1.18x
Text Embedding Ada 002 openai/text-embedding-ada-002 OpenAI Cheaper InferenceCloudflareLLM GatewayOrcaRouterVercel 8.2K $0.085–$0.100 1.18x
Qwen3 Embedding 8B qwen/qwen3-embedding-8b Qwen Cheaper InferenceCloudflareFireworksLLM Gateway 41K $0.010–$0.012 1.18x
BGE-M3 baai/bge-m3 BAAI Cheaper InferenceCloudflareLLM Gateway 8.2K $0.010–$0.011 1.14x
Gemini Embedding 001 google/gemini-embedding-001 Google CloudflareOrcaRouterVercel — $0.150 —
Text Embedding 005 google/text-embedding-005 Google Cheaper InferenceLLM GatewayVercel 2K $0.016–$0.025 1.54x
Text Multilingual Embedding 002 google/text-multilingual-embedding-002 Google Cheaper InferenceLLM GatewayVercel 2K $0.016–$0.025 1.54x
Qwen3 Embedding 0.6B qwen/qwen3-embedding-0.6b Qwen Cheaper InferenceCloudflareLLM Gateway 32.8K $0.010–$0.011 1.14x
Titan Text Embeddings V2 amazon/titan-embed-text-v2 Amazon Cheaper InferenceVercel — $0.017–$0.020 1.18x
bge-base-en-v1.5 baai/bge-base-en-v1.5 BAAI Cheaper InferenceCloudflare — $0.0057 —
bge-large-en-v1.5 baai/bge-large-en-v1.5 BAAI Cheaper InferenceCloudflare — $0.011 —
Embed v4.0 cohere/embed-v4.0 Cohere Cheaper InferenceVercel 128K $0.102–$0.120 1.18x
Embed 5 Fast cohere/embed-v5.0-fast Cohere Cheaper InferenceVercel 128K $0.068–$0.080 1.18x
Embed 5 Pro cohere/embed-v5.0-pro Cohere Cheaper InferenceVercel 128K $0.102–$0.120 1.18x
Gemini Embedding 001 gemini-embedding-001 Google Cheaper InferenceLLM Gateway 2K $0.128–$0.150 1.18x
Gemini Embedding 2 gemini-embedding-2 Google Cheaper InferenceLLM Gateway 8.2K $0.170–$0.200 1.18x
Gemini Embedding 2 google/gemini-embedding-2 Google CloudflareVercel — $0.200 —
Mistral Embed mistralai/mistral-embed Mistral AI CloudflareVercel — $0.100 —
Embed v1 0.6b perplexity/pplx-embed-v1-0.6b Perplexity Cheaper InferenceVercel 32K $0.0034–$0.0040 1.18x
Embed v1 4b perplexity/pplx-embed-v1-4b Perplexity Cheaper InferenceVercel 32K $0.025–$0.030 1.18x
qwen3-embedding-4b qwen/qwen3-embedding-4b Qwen Cheaper InferenceCloudflare 32.8K $0.023 —
Qwen3 Embedding 0.6B alibaba/qwen3-embedding-0.6b Alibaba Vercel 32.8K $0.010 —
Qwen3 Embedding 4B alibaba/qwen3-embedding-4b Alibaba Vercel 32.8K $0.020 —
Qwen3 Embedding 8B alibaba/qwen3-embedding-8b Alibaba Vercel 32.8K $0.010 —
all-minilm-l12-v2 all-minilm-l12-v2 Sentence Transformers Cheaper Inference — $0.0057 —
all-minilm-l6-v2 all-minilm-l6-v2 Sentence Transformers Cheaper Inference — $0.0057 —
all-mpnet-base-v2 all-mpnet-base-v2 Sentence Transformers Cheaper Inference — $0.0057 —
bge-small-en-v1.5 baai/bge-small-en-v1.5 BAAI Cloudflare — — —
bge-en-icl bge-en-icl BAAI Cheaper Inference — $0.011 —
bge-m3-multi bge-m3-multi BAAI Cheaper Inference — $0.011 —
bge-m3-multi-8k bge-m3-multi-8k BAAI Cheaper Inference — $0.011 —
clip-vit-b-32 clip-vit-b-32 Sentence Transformers Cheaper Inference — $0.0057 —
clip-vit-b-32-multilingual-v1 clip-vit-b-32-multilingual-v1 Sentence Transformers Cheaper Inference — $0.0057 —
codestral-embed codestral-embed Mistral AI Cheaper Inference — $0.128 —
cohere-embed-v-4-0 cohere-embed-v-4-0 — Cloudflare — — —
cohere-embed-v3-english cohere-embed-v3-english — Cloudflare — — —
cohere-embed-v3-multilingual cohere-embed-v3-multilingual — Cloudflare — — —
embed-multilingual-v3.0 cohere/embed-multilingual-v3.0 Cohere Cloudflare — — —
e5-base-v2 e5-base-v2 Microsoft Cheaper Inference — $0.0057 —
e5-large-v2 e5-large-v2 Microsoft Cheaper Inference — $0.011 —
embeddinggemma-2 embeddinggemma-2 Google Cheaper Inference — $0.023 —
embeddinggemma-300m embeddinggemma-300m Google Cheaper Inference — $0.0023 —
gemini-embedding-2-preview google/gemini-embedding-2-preview Google OrcaRouter — $0.200 —
gte-base gte-base Alibaba Cheaper Inference — $0.0057 —
gte-large gte-large Alibaba Cheaper Inference — $0.011 —
Kinfra Text Embedding 0.6B kinfra-text-embedding-0.6b — LLM Gateway 32.8K $0.070 —
Kinfra Text Embedding 4B kinfra-text-embedding-4b — LLM Gateway 32.8K $0.084 —
llama-nemotron-embed-vl-1b-v2 llama-nemotron-embed-vl-1b-v2 Meta Cheaper Inference — $0.011 —
mistral-embed mistral-embed Mistral AI Cheaper Inference — $0.085 —
Codestral Embed mistralai/codestral-embed Mistral AI Vercel — $0.150 —
multi-qa-mpnet-base-dot-v1 multi-qa-mpnet-base-dot-v1 Sentence Transformers Cheaper Inference — $0.0057 —
multilingual-e5-large multilingual-e5-large Microsoft Cheaper Inference — $0.011 —
multilingual-e5-large-instruct multilingual-e5-large-instruct Microsoft Cheaper Inference — $0.011 —
nemotron-3-embed-1b nemotron-3-embed-1b NVIDIA Cheaper Inference — $0.017 —
nemotron-3-embed-8b nemotron-3-embed-8b NVIDIA Cheaper Inference — $0.040 —
text-embedding-ada openai/text-embedding-ada OpenAI Cloudflare — — —
text-embedding-ada-002-v2 openai/text-embedding-ada-002-v2 OpenAI Cloudflare — — —
paraphrase-minilm-l6-v2 paraphrase-minilm-l6-v2 Sentence Transformers Cheaper Inference — $0.0057 —
plamo-embedding-1b pfnet/plamo-embedding-1b Pfnet Cloudflare — — —
Text Embedding 004 text-embedding-004 OpenAI LLM Gateway 2K $0.025 —
text2vec-base-chinese text2vec-base-chinese Shibing624 Cheaper Inference — $0.0057 —
voyage-3-large voyage-3-large Voyage Ai Cheaper Inference — $0.153 —
voyage-3.5 voyage-3.5 Voyage Ai Cheaper Inference — $0.051 —
voyage-3.5-lite voyage-3.5-lite Voyage Ai Cheaper Inference — $0.017 —
voyage-4 voyage-4 Voyage Ai Cheaper Inference 32K $0.051 —
voyage-4-large voyage-4-large Voyage Ai Cheaper Inference 32K $0.102 —
voyage-4-lite voyage-4-lite Voyage Ai Cheaper Inference 32K $0.017 —
voyage-code-2 voyage-code-2 Voyage Ai Cheaper Inference — $0.102 —
voyage-code-3 voyage-code-3 Voyage Ai Cheaper Inference — $0.153 —
voyage-finance-2 voyage-finance-2 Voyage Ai Cheaper Inference — $0.102 —
voyage-law-2 voyage-law-2 Voyage Ai Cheaper Inference — $0.102 —
voyage-3-large voyage/voyage-3-large Voyage Vercel — $0.180 —
Voyage 3.5 voyage/voyage-3.5 Voyage Vercel — $0.060 —
Voyage 3.5 Lite voyage/voyage-3.5-lite Voyage Vercel — $0.020 —
Voyage 4 voyage/voyage-4 Voyage Vercel 32K $0.060 —
Voyage 4 Large voyage/voyage-4-large Voyage Vercel 32K $0.120 —
Voyage 4 Lite voyage/voyage-4-lite Voyage Vercel 32K $0.020 —
Voyage Code 2 voyage/voyage-code-2 Voyage Vercel — $0.120 —
Voyage Code 3 voyage/voyage-code-3 Voyage Vercel — $0.180 —
Voyage Finance 2 voyage/voyage-finance-2 Voyage Vercel — $0.120 —
Voyage Law 2 voyage/voyage-law-2 Voyage Vercel — $0.120 —