Maniaclabs model product
miniac-embed
miniac-embed is an embedding model from Maniaclabs that is ranked on MTEB.
Updated Oct 23, 2026. Default version: miniac-embed
LLMBoard Embedding Score47.6miniac-embed
Coverage85%5 benchmark families
Context window512Tokens
Official input priceN/AOfficial price unavailable
miniac-embed Capability Profile
This profile uses the model's current scored version. Arena ratings and prices are shown separately.
miniac-embed Benchmark Results
Benchmark scores for miniac-embed.
Sort by
Benchmark | Score | Rank | Participants | Percentile | Evidence | Evaluated |
|---|
| BenchmarkMTEB English v2 Semantic Similarity | Score82.81% | Rank61 | Participants215 | Percentile71.96% | EvidenceA | EvaluatedN/A |
| BenchmarkMTEB English v2 Clustering | Score45.85% | Rank113 | Participants221 | Percentile49.09% | EvidenceA | EvaluatedN/A |
| BenchmarkMTEB English v2 Reranking | Score46.36% | Rank127 | Participants244 | Percentile48.15% | EvidenceA | EvaluatedN/A |
| BenchmarkMTEB English v2 Retrieval | Score45.00% | Rank142 | Participants218 | Percentile35.02% | EvidenceA | EvaluatedN/A |
| BenchmarkMTEB English v2 Classification | Score79.96% | Rank147 | Participants261 | Percentile43.85% | EvidenceA | EvaluatedN/A |
miniac-embed 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.
miniac-embed 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.
miniac-embed Runtime Performance
Provider-specific output speed and catalog latency for miniac-embed. 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.
miniac-embed Specifications
Technical details for the model's default version.
- Version
- miniac-embed
- Released
- Feb 19, 2026
- Knowledge cutoff
- Unknown
- Parameters
- 33M
- Context window
- 512
- Max output
- N/A
- Inputs
- text
- Outputs
- embedding
- Open weights
- Yes
- License
- apache-2.0
miniac-embed 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 |
|---|
| Versionminiac-embed | Released | LLMBoard47.61 | Parameters33M | Context512 | Max outputN/A | Open weightsYes | Licenseapache-2.0 |
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What is miniac-embed?
Key information about miniac-embed and its available data.
miniac-embed is an embedding model from Maniaclabs. It is listed as a ranked model on MTEB.
Data as of 2026-10-22.
FAQ
Common questions about miniac-embed.
When was miniac-embed released?
miniac-embed's default version was released on Feb 19, 2026.
How much does miniac-embed cost?
No official standard PAYG price is currently available for miniac-embed.
Who created miniac-embed?
miniac-embed was created by Maniaclabs.
What is the context window for miniac-embed?
The default version has a 512 token context window.
Is miniac-embed open weight?
Yes. The default version is marked as open weight under apache-2.0.
How many API providers offer miniac-embed?
No provider offering is currently linked to the default version.