Geevec Embeddings 1.0 Lite measured on 2 of 261 Embeddings benchmarks2
BenchmarkByScoreRank
No benchmark matches
self-host onlyprice
62.2MTEB English v2
Apr 2026released
1,024 (or 4,096, 256)Dimensions
33K tokensMax input
Rankingconfiguration unstated?
Full ranking →···
14Uibk Embedding v162.515Geevec Embeddings 1.0 Lite62.216Qwen 3 Embedding 0.6B61.8Strong at
Alternatives?
ModelScoreCostPriceWhat changes
BetterQwen 3 Embedding 8BunstatedOpen+12%—$0.01Memory (4-bit): 0.2 GB → 4.5 GBIOpenYuan Embedding 2.0 Enunstated+14%——Memory (4-bit): 0.2 GB → 0.4 GBBetterQwen 3 Embedding 4BunstatedOpen+10%—$0.02Memory (4-bit): 0.2 GB → 2.4 GB
BetterGemini Embedding 001unstated+3%—$0.15Max input: 33K tokens → 2K tokensjBetterIngot 8B R3unstated+12%——ModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
Qwen 3 Embedding 8BunstatedOpen+12%—$0.01Memory (4-bit): 0.2 GB → 4.5 GBQwen 3 Embedding 4BunstatedOpen+10%—$0.02Memory (4-bit): 0.2 GB → 2.4 GBGemini Embedding 001unstated+3%—$0.15Max input: 33K tokens → 2K tokensIYuan Embedding 2.0 EnunstatedOpen+14%——Memory (4-bit): 0.2 GB → 0.4 GBjIngot 8B R3unstated+12%——ModelScoreCostPriceWhat changes
IYuan Embedding 2.0 EnunstatedOpen+14%——Memory (4-bit): 0.2 GB → 0.4 GBQwen 3 Embedding 8BunstatedOpen+12%—$0.01Memory (4-bit): 0.2 GB → 4.5 GBQwen 3 Embedding 4BunstatedOpen+10%—$0.02Memory (4-bit): 0.2 GB → 2.4 GBKQZhou EmbeddingunstatedOpen+8%——Memory (4-bit): 0.2 GB → 4.2 GBiJasper Token Compression 600MunstatedOpen+6%——Memory (4-bit): 0.2 GB → 0.4 GBRun it yourself
estimateFits on✓ 8 GB (phone, laptop) · full quality✓ 16 GB · full quality✓ 24 GB GPU · full quality✓ 48 GB GPU · full quality✓ 80 GB GPU · full quality
LicenceApache-2.0free for commercial use
Benchmarks
in Embeddings & RetrievalFAQ
How much does Geevec Embeddings 1.0 Lite cost?›
There is no per-unit API price: self-host only.
Is Geevec Embeddings 1.0 Lite free to use?›
There is no free API. The weights are open, so you can run it yourself.
How good is Geevec Embeddings 1.0 Lite, and what is it best at?›
#14 of 200 in Embeddings. Strongest at: Embeddings & Retrieval.
Is Geevec Embeddings 1.0 Lite better than Uibk Embedding v1?›
On MTEB English v2 · Retrieval · English, Geevec Embeddings 1.0 Lite scores 62.2 vs 62.5 — about the same.
When was Geevec Embeddings 1.0 Lite released? Is there a newer version?›
Released 2026-04-02. It is the current version in its line.
Is Geevec Embeddings 1.0 Lite open source?›
Yes, the weights are open (Apache-2.0 licence).
Can I run Geevec Embeddings 1.0 Lite locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Geevec Embeddings 1.0 Lite?›
Geevec Embeddings 1.0 Lite is an open-weights embeddings & retrieval model from Geevec, released Apr 2026.
What are the best alternatives to Geevec Embeddings 1.0 Lite?›
Qwen 3 Embedding 8B (better), Yuan Embedding 2.0 En (open weights).