LGAI Embedding Preview measured on 8 of 261 Embeddings benchmarks8
BenchmarkByScoreRank
No benchmark matches
self-host onlyprice
66.2MTEB English v2
Jun 2025released
4,096Dimensions
33K tokensMax input
enLanguages
Rankingconfiguration unstated?
Full ranking →···
25Gemini Embedding 0019026LGAI Embedding Preview9027Giga Embeddings Instruct 480M 082690Strong at
Alternatives?
ModelScoreCostPriceWhat changes
VBetterVoyage 3 M Expunstated+6%——Max input: 33K tokens → 32K tokens+1cOpenF2LLM v2 14Bunstated+2%——Memory (4-bit): 4.3 GB → 8.4 GBcOpenF2LLM 4Bunstated+2%——cOpenF2LLM v2 4Bunstated+2%——aOpenGiga Embeddings Instruct 10B A1.8B 0826unstated+2%——Max input: 33K tokens → 8K tokens+1ModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
VVoyage 3 M Expunstated+6%——Max input: 33K tokens → 32K 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
LicenceApache-2.0free for commercial use
Benchmarks
in Embeddings & RetrievalFAQ
How much does LGAI Embedding Preview cost?›
There is no per-unit API price: self-host only.
Is LGAI Embedding Preview free to use?›
There is no free API. The weights are open, so you can run it yourself.
How good is LGAI Embedding Preview, and what is it best at?›
#9 of 200 in Embeddings. Strongest at: Embeddings & Retrieval.
Is LGAI Embedding Preview better than Gemini Embedding 001?›
On MTEB English v2 · Classification · English, LGAI Embedding Preview scores 90 vs 90 — about the same.
When was LGAI Embedding Preview released? Is there a newer version?›
Released 2025-06-11. It is the current version in its line.
Is LGAI Embedding Preview open source?›
Yes, the weights are open (Apache-2.0 licence).
Can I run LGAI Embedding Preview locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is LGAI Embedding Preview?›
LGAI Embedding Preview is an open-weights embeddings & retrieval model from annamodels, released Jun 2025.
What are the best alternatives to LGAI Embedding Preview?›
Voyage 3 M Exp (better), F2LLM v2 14B (open weights).