Geogpt Research Project model product
GeoEmbedding
GeoEmbedding is an embedding model from the Geogpt Research Project, ranked by MTEB.
Updated Sep 8, 2026. Default version: GeoEmbedding
LLMBoard Embedding Score74.8GeoEmbedding
Coverage85%5 benchmark families
Context window32.8KTokens
Official input priceN/AOfficial price unavailable
GeoEmbedding Capability Profile
This profile uses the model's current scored version. Arena ratings and prices are shown separately.
GeoEmbedding Benchmark Results
Benchmark scores for GeoEmbedding.
Sort by
Benchmark | Score | Rank | Participants | Percentile | Evidence | Evaluated |
|---|
| BenchmarkMTEB English v2 Retrieval | Score60.91% | Rank16 | Participants212 | Percentile92.89% | EvidenceA | EvaluatedN/A |
| BenchmarkMTEB English v2 Clustering | Score56.50% | Rank30 | Participants217 | Percentile86.57% | EvidenceA | EvaluatedN/A |
| BenchmarkMTEB English v2 Classification | Score86.09% | Rank49 | Participants257 | Percentile81.25% | EvidenceA | EvaluatedN/A |
| BenchmarkMTEB English v2 Reranking | Score48.32% | Rank59 | Participants241 | Percentile75.83% | EvidenceA | EvaluatedN/A |
| BenchmarkMTEB English v2 Semantic Similarity | Score80.60% | Rank109 | Participants211 | Percentile48.57% | EvidenceA | EvaluatedN/A |
GeoEmbedding Arena Results
Preference and agent-evaluation results for the default version.
No Arena results
The default version does not have a matching Arena result yet.
GeoEmbedding Pricing
Official vendor API pricing appears first, followed by individual provider offers.
- Official API
- N/A
- Official provider
- N/A
- Lowest third-party
- N/A
- Tracked offerings
- 0
No provider prices
The default version has no current input or output token prices.
Official prices use only the vendor's configured official Provider and positive standard USD PAYG rates. Third-party offers remain explicitly labeled.
GeoEmbedding Runtime Performance
Provider-specific output speed and catalog latency for GeoEmbedding. Runtime does not affect the capability score.
No runtime data
No provider-specific speed or latency record is linked to the default version yet.
Output Speed is generated output tokens received per second. Catalog latency is reported separately from observed provider TTFT.
GeoEmbedding Specifications
Technical details for the model's default version.
- Version
- GeoEmbedding
- Released
- Apr 22, 2025
- Knowledge cutoff
- Unknown
- Parameters
- 7.1B
- Context window
- 32.8K
- Max output
- N/A
- Inputs
- text
- Outputs
- embedding
- Open weights
- Yes
- License
- apache-2.0
GeoEmbedding Versions
Available versions of this model. The score column identifies the version used in the overall ranking.
Sort by
Version | Released | LLMBoard | Parameters | Context | Max output | Open weights | License |
|---|
| VersionGeoEmbedding | Released | LLMBoard74.85 | Parameters7.1B | Context32.8K | Max outputN/A | Open weightsYes | Licenseapache-2.0 |
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What is GeoEmbedding?
Key information about GeoEmbedding and its available data.
GeoEmbedding is an embedding model from the Geogpt Research Project. It is a ranked model from MTEB.
Data as of 2026-09-08.
FAQ
Common questions about GeoEmbedding.
When was GeoEmbedding released?
GeoEmbedding's default version was released on Apr 22, 2025.
How much does GeoEmbedding cost?
No official standard PAYG price is currently available for GeoEmbedding.
Who created GeoEmbedding?
GeoEmbedding was created by Geogpt Research Project.
What is the context window for GeoEmbedding?
The default version has a 32.8K token context window.
Is GeoEmbedding open weight?
Yes. The default version is marked as open weight under apache-2.0.
How many API providers offer GeoEmbedding?
No provider offering is currently linked to the default version.