Comsat Embed Ko 8B Preview measured on 2 of 194 Embeddings benchmarks2
BenchmarkByScoreRank
No benchmark matches
self-host onlyprice
68.5MTEB Korean v2
Jul 2026released
4,096Dimensions
41K tokensMax input
en, koLanguages
Alternatives?
ModelScoreCostPriceWhat changes
nOpenKURE v2+2%——Max input: 41K tokens → 8K tokensnOpenKURE v3same——Max input: 41K tokens → 8K tokensnOpenKURE Sparse Basesame——Max input: 41K tokens → 8K tokens
OpenQwen 3 Embedding 8Bunstatedsame—$0.01Max input: 41K tokens → 33K tokens+1OpenQwen 3 Embedding 4Bunstated-3%—$0.02Max input: 41K tokens → 33K tokens+1ModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
nKURE v2Open+2%——Max input: 41K tokens → 8K tokensnKURE v3Opensame——Max input: 41K tokens → 8K tokensnKURE Sparse BaseOpensame——Max input: 41K tokens → 8K tokensQwen 3 Embedding 8BunstatedOpensame—$0.01Max input: 41K tokens → 33K tokens+1Qwen 3 Embedding 4BunstatedOpen-3%—$0.02Max input: 41K tokens → 33K tokens+1Run it yourself
estimateFits on✓ 8 GB (phone, laptop) · 8-bit✓ 16 GB · full quality✓ 24 GB GPU · full quality✓ 48 GB GPU · full quality✓ 80 GB GPU · full quality
LicenceCC BY-NC 4.0no commercial use
Benchmarks
in Embeddings & RetrievalFAQ
How much does Comsat Embed Ko 8B Preview cost?›
There is no per-unit API price: self-host only.
Is Comsat Embed Ko 8B Preview free to use?›
There is no free API. The weights are open, so you can run it yourself.
How good is Comsat Embed Ko 8B Preview, and what is it best at?›
#4 of 155 in Embeddings.
Is Comsat Embed Ko 8B Preview better than KURE Sparse Base?›
On MTEB Korean v2 · Retrieval · multilingual (2 languages), Comsat Embed Ko 8B Preview scores 79.3 vs 79.7 — about the same.
When was Comsat Embed Ko 8B Preview released? Is there a newer version?›
Released 2026-07-02. It is the current version in its line.
Is Comsat Embed Ko 8B Preview open source?›
Yes, the weights are open (cc-by-nc-4.0 licence).
Can I run Comsat Embed Ko 8B Preview locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Comsat Embed Ko 8B Preview?›
Comsat Embed Ko 8B Preview is an open-weights embeddings & retrieval model from sionic-ai, released Jul 2026.
What are the best alternatives to Comsat Embed Ko 8B Preview?›
KURE v2 (open weights).