Vplabs model product
SearchMap_Preview
Ranked model from MTEB.
Updated Aug 18, 2026. Default version: SearchMap_Preview
LLMBoard Embedding Score58.3SearchMap_Preview
Coverage85%5 benchmark families
Context window8.2KTokens
Official input priceN/AOfficial price unavailable
SearchMap_Preview Capability Profile
This profile uses the model's current scored version. Arena ratings and prices are shown separately.
SearchMap_Preview Benchmark Results
Benchmark scores for SearchMap_Preview.
Sort by
Benchmark | Score | Rank | Participants | Percentile | Evidence | Evaluated |
|---|
| BenchmarkMTEB(eng, v2) Clustering | Score48.5% | Rank61 | Participants213 | PercentileN/A | EvidenceA | Evaluated |
| BenchmarkMTEB(eng, v2) Reranking | Score47.9% | Rank65 | Participants237 | PercentileN/A | EvidenceA | Evaluated |
| BenchmarkMTEB(eng, v2) Semantic Similarity | Score81.6% | Rank86 | Participants207 | PercentileN/A | EvidenceA | Evaluated |
| BenchmarkMTEB(eng, v2) Retrieval | Score52.2% | Rank87 | Participants208 | PercentileN/A | EvidenceA | Evaluated |
| BenchmarkMTEB(eng, v2) Classification | Score80.0% | Rank142 | Participants253 | PercentileN/A | EvidenceA | Evaluated |
SearchMap_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.
SearchMap_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.
SearchMap_Preview Runtime Performance
Provider-specific output speed and catalog latency for SearchMap_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.
SearchMap_Preview Specifications
Technical details for the model's default version.
- Version
- SearchMap_Preview
- Released
- Mar 5, 2025
- Knowledge cutoff
- Unknown
- Parameters
- 435M
- Context window
- 8.2K
- Max output
- N/A
- Inputs
- text
- Outputs
- embedding
- Open weights
- Yes
- License
- mit
SearchMap_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 |
|---|
| VersionSearchMap_Preview | Released | LLMBoard58.3 | Parameters435M | Context8.2K | Max outputN/A | Open weightsYes | Licensemit |
SearchMap_Preview vs nearby models
Open a comparison with the three ranked models immediately above and below this model.
Models similar to SearchMap_Preview
Recommendations prioritize the same model type and family, then the closest LLMBoard score.
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What is SearchMap_Preview?
Key information about SearchMap_Preview and its available data.
Ranked model from MTEB.
Data as of 2026-08-17.
FAQ
Common questions about SearchMap_Preview.
When was SearchMap_Preview released?
SearchMap_Preview's default version was released on Mar 5, 2025.
How much does SearchMap_Preview cost?
No official standard PAYG price is currently available for SearchMap_Preview.
Who created SearchMap_Preview?
SearchMap_Preview was created by Vplabs.
What is the context window for SearchMap_Preview?
The default version has a 8.2K token context window.
Is SearchMap_Preview open weight?
Yes. The default version is marked as open weight under mit.
How many API providers offer SearchMap_Preview?
No provider offering is currently linked to the default version.
What models should I compare SearchMap_Preview with?
Nearby ranked alternatives include Tarka-Embedding-150M-V1, siglip-large-patch16-256, voyage-multimodal-3.