GeoEmbedding measured on 8 of 261 Embeddings benchmarks8
BenchmarkByScoreRank
No benchmark matches
self-host onlyprice
60.9MTEB English v2
Apr 2025released
4,096Dimensions
1K tokensMax input
enLanguages
Rankingconfiguration unstated?
Full ranking →···
30F2LLM v2 330M89.731GeoEmbedding89.732LENS D800089.5Strong at
Alternatives?
ModelScoreCostPriceWhat changes
VBetterVoyage 3 M Expunstated+6%——Languages: not verifiedcOpenF2LLM v2 14Bunstated+2%——Memory (4-bit): 4.3 GB → 8.4 GBcBetterF2LLM 4BunstatedOpen+2%——cBetterF2LLM v2 4BunstatedOpen+2%——aOpenGiga Embeddings Instruct 10B A1.8B 0826unstated+2%——Memory (4-bit): 4.3 GB → 6.3 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
VVoyage 3 M Expunstated+6%——Languages: not verifiedcF2LLM v2 14BunstatedOpen+2%——Memory (4-bit): 4.3 GB → 8.4 GBcF2LLM 4BunstatedOpen+2%——cF2LLM v2 4BunstatedOpen+2%——Run 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 GeoEmbedding cost?›
There is no per-unit API price: self-host only.
Is GeoEmbedding free to use?›
There is no free API. The weights are open, so you can run it yourself.
How good is GeoEmbedding, and what is it best at?›
#16 of 200 in Embeddings. Strongest at: Embeddings & Retrieval.
Is GeoEmbedding better than F2LLM v2 330M?›
On MTEB English v2 · Classification · English, GeoEmbedding scores 89.7 vs 89.7 — about the same.
When was GeoEmbedding released? Is there a newer version?›
Released 2025-04-22. It is the current version in its line.
Is GeoEmbedding open source?›
Yes, the weights are open (Apache-2.0 licence).
Can I run GeoEmbedding locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is GeoEmbedding?›
GeoEmbedding is an open-weights embeddings & retrieval model from GeoGPT-Research-Project, released Apr 2025.
What are the best alternatives to GeoEmbedding?›
Voyage 3 M Exp (better), F2LLM v2 14B (open weights).