Text Embedding 004
Apr 2024
Text Embedding 004Compare inon
Text Embedding 004 measured on 22 of 261 Embeddings benchmarks22
BenchmarkByScoreRank
Reranking2
Other20
No benchmark matches
price not verifiedprice
59.1MTEB English v2
Apr 2024released
2K tokensMax input
Rankingconfiguration unstated?
Full ranking →···
100MedEmbed Small v0.136101Text Embedding 00435.9102Granite Embedding English R235.9Strong at
Alternatives?
ModelScoreCostPriceWhat changes
BetterEmbeddingGemma 300MunstatedOpen+20%—$0.002cOpenF2LLM 4Bunstated+98%——sBetterAll Mpnet Base v2unstatedOpen+7%—$0.005Max input: 2K tokens → 0K tokens
BetterQwen 3 Embedding 8BunstatedOpen+26%—$0.01BetterQwen 3 Embedding 0.6BunstatedOpen+15%—$0.01ModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
EmbeddingGemma 300MunstatedOpen+20%—$0.002sAll Mpnet Base v2unstatedOpen+7%—$0.005Max input: 2K tokens → 0K tokensQwen 3 Embedding 8BunstatedOpen+26%—$0.01Qwen 3 Embedding 0.6BunstatedOpen+15%—$0.01Qwen 3 Embedding 4BunstatedOpen+24%—$0.02History
2 versionsBenchmarks
in Embeddings & RetrievalBEIR · Retrieval · English55.5#39
FAQ
How much does Text Embedding 004 cost?›
There is no per-unit API price: price not verified.
How good is Text Embedding 004, and what is it best at?›
#30 of 200 in Embeddings. Strongest at: Embeddings & Retrieval.
Is Text Embedding 004 better than MedEmbed Small v0.1?›
On MTEB Medical v1 · Clustering · English, Text Embedding 004 scores 35.9 vs 36 — about the same.
When was Text Embedding 004 released? Is there a newer version?›
Released 2024-04-09. It is the current version in its line.
Is Text Embedding 004 open source?›
No, Text Embedding 004 is a closed model available through an API. The closest open-weights option here is F2LLM 4B.
What is Text Embedding 004?›
Text Embedding 004 is a closed embeddings & retrieval model from Google, released Apr 2024.
What are the best alternatives to Text Embedding 004?›
EmbeddingGemma 300M (better), F2LLM 4B (open weights).