Ingot 8B R3 measured on 8 of 261 Embeddings benchmarks8
BenchmarkByScoreRank
No benchmark matches
price not verifiedprice
70MTEB English v2
May 2026released
33K tokensMax input
Rankingconfiguration unstated?
Full ranking →Strong at
Alternatives?
ModelScoreCostPriceWhat changes
KOpenQZhou Embeddingunstated-1%——iOpenJasper Token Compression 600Munstated-4%——KOpenNano Em1 0.6B v2.1unstated-4%——Max input: 33K tokens → 8K tokens
OpenNV Embed v2unstated-5%——aOpenLGAI Embedding Previewunstated-5%——ModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
Nothing here yet.
Benchmarks
in Embeddings & RetrievalFAQ
How much does Ingot 8B R3 cost?›
There is no per-unit API price: price not verified.
How good is Ingot 8B R3, and what is it best at?›
#2 of 200 in Embeddings. Strongest at: Embeddings & Retrieval.
Is Ingot 8B R3 better than Conan Embedding v2?›
On MTEB English v2 · Pair Classification · English, Ingot 8B R3 scores 93.8 vs 93.5 — about the same.
When was Ingot 8B R3 released? Is there a newer version?›
Released 2026-05-23. It is the current version in its line.
Is Ingot 8B R3 open source?›
No, Ingot 8B R3 is a closed model available through an API. The closest open-weights option here is QZhou Embedding.
What is Ingot 8B R3?›
Ingot 8B R3 is a closed embeddings & retrieval model from jcorners, released May 2026.
What are the best alternatives to Ingot 8B R3?›
QZhou Embedding (open weights).