Text Embedding Ada 002
Dec 2022
Text Embedding Ada 002Compare inon
Text Embedding Ada 002 measured on 18 of 194 Embeddings benchmarks18
BenchmarkByScoreRank
Retrieval11
Other7
No benchmark matches
Alternatives?
ModelScoreCostPriceWhat changes
CheaperQwen 3 Embedding 8BunstatedOpen+27%-90%$0.01
BetterBge Base En v1.5unstatedOpen+8%-95%$0.005Max input: 8K tokens → 1K tokens
OpenNV Embed v2unstated+28%——CheaperBge En IclunstatedOpen+26%-90%$0.01CheaperQwen 3 Embedding 4BunstatedOpen+25%-80%$0.02ModelScoreCostPriceWhat changes
Qwen 3 Embedding 8BunstatedOpen+27%-90%$0.01Bge En IclunstatedOpen+26%-90%$0.01Qwen 3 Embedding 4BunstatedOpen+25%-80%$0.02iE5 Mistral 7B InstructunstatedOpen+16%-78%$0.022
Text Embedding 005unstated+13%-75%$0.025Max input: 8K tokens → 2K tokensModelScoreCostPriceWhat changes
Bge Base En v1.5unstatedOpen+8%-95%$0.005Max input: 8K tokens → 1K tokensQwen 3 Embedding 8BunstatedOpen+27%-90%$0.01Bge En IclunstatedOpen+26%-90%$0.01Qwen 3 Embedding 0.6BunstatedOpen+13%-90%$0.01Bge Large En v1.5unstatedOpen+10%-90%$0.01Max input: 8K tokens → 1K tokensModelScoreCostPriceWhat changes
NV Embed v2unstatedOpen+28%——Qwen 3 Embedding 8BunstatedOpen+27%-90%$0.01Bge En IclunstatedOpen+26%-90%$0.01yLENS D8000unstatedOpen+26%——iInf Retriever v1unstatedOpen+25%——ModelScoreCostPriceWhat changes
Text Embedding 3 Largeunstated+13%+30%$0.13Text Embedding 3 Smallunstated+4%-80%$0.02All OpenAI models →Benchmarks
in Embeddings & RetrievalBEIR · Mean over tasks · English49.2#111
BEIR · Retrieval · English49.2#111
FAQ
How much does Text Embedding Ada 002 cost?›
$0.10 per 1M tokens.
Is Text Embedding Ada 002 free to use?›
There is no free API; the cheapest paid price is $0.1 per 1M input tokens.
How good is Text Embedding Ada 002, and what is it best at?›
#97 of 238 in Embeddings.
Is Text Embedding Ada 002 better than Granite Embedding 311M Multilingual R2?›
On BEIR · Mean over tasks · English, Text Embedding Ada 002 scores 49.2 vs 49.3 — about the same.
How can I use Text Embedding Ada 002?›
Through the OpenAI API.
When was Text Embedding Ada 002 released? Is there a newer version?›
Released 2022-12-15. It is the current version in its line.
Is Text Embedding Ada 002 open source?›
No, Text Embedding Ada 002 is a closed model available through an API. The closest open-weights option here is NV Embed v2.
What is Text Embedding Ada 002?›
Text Embedding Ada 002 is a closed embeddings & retrieval model from OpenAI, released Dec 2022.
What are the best alternatives to Text Embedding Ada 002?›
Qwen 3 Embedding 8B (cheaper), Bge Base En v1.5 (better), NV Embed v2 (open weights).