Annamodels model product
LGAI-Embedding-Preview
Ranked model from MTEB.
Updated Aug 18, 2026. Default version: LGAI-Embedding-Preview
LLMBoard Embedding Score86.8LGAI-Embedding-Preview
Coverage85%5 benchmark families
Context window32.8KTokens
Official input priceN/AOfficial price unavailable
LGAI-Embedding-Preview Capability Profile
This profile uses the model's current scored version. Arena ratings and prices are shown separately.
LGAI-Embedding-Preview Benchmark Results
Benchmark scores for LGAI-Embedding-Preview.
Sort by
Benchmark | Score | Rank | Participants | Percentile | Evidence | Evaluated |
|---|
| BenchmarkMTEB(eng, v2) Classification | Score89.3% | Rank06 | Participants253 | PercentileN/A | EvidenceA | Evaluated |
| BenchmarkMTEB(eng, v2) Retrieval | Score66.2% | Rank09 | Participants208 | PercentileN/A | EvidenceA | Evaluated |
| BenchmarkMTEB(eng, v2) Semantic Similarity | Score86.7% | Rank12 | Participants207 | PercentileN/A | EvidenceA | Evaluated |
| BenchmarkMTEB(eng, v2) Clustering | Score59.3% | Rank15 | Participants213 | PercentileN/A | EvidenceA | Evaluated |
| BenchmarkMTEB(eng, v2) Reranking | Score49.1% | Rank39 | Participants237 | PercentileN/A | EvidenceA | Evaluated |
LGAI-Embedding-Preview 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.
LGAI-Embedding-Preview 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.
LGAI-Embedding-Preview Runtime Performance
Provider-specific output speed and catalog latency for LGAI-Embedding-Preview. Runtime does not affect the capability score.
No runtime data
Browse runtime rankingsNo 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.
LGAI-Embedding-Preview Specifications
Technical details for the model's default version.
- Version
- LGAI-Embedding-Preview
- Released
- Jun 11, 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
LGAI-Embedding-Preview 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 |
|---|
| VersionLGAI-Embedding-Preview | Released | LLMBoard86.8 | Parameters7.1B | Context32.8K | Max outputN/A | Open weightsYes | Licenseapache-2.0 |
LGAI-Embedding-Preview vs nearby models
Open a comparison with the three ranked models immediately above and below this model.
Models similar to LGAI-Embedding-Preview
Recommendations prioritize the same model type and family, then the closest LLMBoard score.
BY
Seed1.6-embedding
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AC
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Alibaba Cloud / Qwen Team
GO
Google
Gemini Embedding 001
What is LGAI-Embedding-Preview?
Key information about LGAI-Embedding-Preview and its available data.
Ranked model from MTEB.
Data as of 2026-08-17.
FAQ
Common questions about LGAI-Embedding-Preview.
When was LGAI-Embedding-Preview released?
LGAI-Embedding-Preview's default version was released on Jun 11, 2025.
How much does LGAI-Embedding-Preview cost?
No official standard PAYG price is currently available for LGAI-Embedding-Preview.
Who created LGAI-Embedding-Preview?
LGAI-Embedding-Preview was created by Annamodels.
What is the context window for LGAI-Embedding-Preview?
The default version has a 32.8K token context window.
Is LGAI-Embedding-Preview open weight?
Yes. The default version is marked as open weight under apache-2.0.
How many API providers offer LGAI-Embedding-Preview?
No provider offering is currently linked to the default version.
What models should I compare LGAI-Embedding-Preview with?
Nearby ranked alternatives include Seed1.5-Embedding, Qwen3-Embedding-4B, Seed1.6-embedding.