Ingot 8B R3 measured on 8 of 194 Embeddings benchmarks8
BenchmarkByScoreRank
No benchmark matches
price not verifiedprice
70MTEB English v2
May 2026released
33K tokensMax input
enLanguages
Rankingconfiguration unstated?
Full ranking →···
11LCO Embedding Omni 3B3712Ingot 8B R33713Stella En 1.5B v536.9Strong at
Alternatives?
ModelScoreCostPriceWhat changes
aOpenLGAI Embedding Previewunstated+5%——IOpenICT TIME And Querit Embedding v1unstatedsame——Languages: not verifiedaOpenGiga Embeddings Instructunstatedsame——Max input: 33K tokens → 4K tokens
OpenEmbeddingGemma 300Munstatedsame—$0.002Max input: 33K tokens → 2K tokens+1LOpenLinq Embed Mistralunstatedsame——ModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
aLGAI Embedding PreviewunstatedOpen+5%——IICT TIME And Querit Embedding v1unstatedOpensame——Languages: not verifiedaGiga Embeddings InstructunstatedOpensame——Max input: 33K tokens → 4K tokensEmbeddingGemma 300MunstatedOpensame—$0.002Max input: 33K tokens → 2K tokens+1LLinq Embed MistralunstatedOpensame——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 LCO Embedding Omni 3B?›
On MTEB English v2 · Summarization · English, Ingot 8B R3 scores 37 vs 37 — 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 LGAI Embedding Preview.
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?›
LGAI Embedding Preview (open weights).