Ai Sage model product
Giga-Embeddings-instruct-480M-0826 is an embedding model from Ai Sage ranked by MTEB.
Updated Sep 8, 2026. Default version: Giga-Embeddings-instruct-480M-0826
This profile uses the model's current scored version. Arena ratings and prices are shown separately.
Benchmark scores for Giga-Embeddings-instruct-480M-0826.
Benchmark | Score | Rank | Participants | Percentile | Evidence | Evaluated |
|---|
| BenchmarkMTEB English v2 Clustering | Score55.24% | Rank35 | Participants217 | Percentile84.26% | EvidenceA | EvaluatedN/A |
| BenchmarkMTEB English v2 Classification | Score87.40% | Rank37 | Participants257 | Percentile85.94% | EvidenceA | EvaluatedN/A |
| BenchmarkMTEB English v2 Retrieval | Score56.30% | Rank49 | Participants212 | Percentile77.25% | EvidenceA | EvaluatedN/A |
| BenchmarkMTEB English v2 Reranking | Score47.92% | Rank67 | Participants241 | Percentile72.50% | EvidenceA | EvaluatedN/A |
| BenchmarkMTEB English v2 Semantic Similarity | Score82.35% | Rank74 | Participants211 | Percentile65.24% | EvidenceA | EvaluatedN/A |
Preference and agent-evaluation results for the default version.
The default version does not have a matching Arena result yet.
Official vendor API pricing appears first, followed by individual provider offers.
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.
Provider-specific output speed and catalog latency for Giga-Embeddings-instruct-480M-0826. Runtime does not affect the capability score.
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.
Technical details for the model's default version.
Available versions of this model. The score column identifies the version used in the overall ranking.
Version | Released | LLMBoard | Parameters | Context | Max output | Open weights | License |
|---|
| VersionGiga-Embeddings-instruct-480M-0826 | Released | LLMBoard72.73 | Parameters484M | Context8.2K | Max outputN/A | Open weightsYes | Licensemit |
Recommendations prioritize the same model type and family, then the closest LLMBoard score.
Key information about Giga-Embeddings-instruct-480M-0826 and its available data.
Giga-Embeddings-instruct-480M-0826 is an embedding model from Ai Sage.
Data as of 2026-09-08.
Common questions about Giga-Embeddings-instruct-480M-0826.
Giga-Embeddings-instruct-480M-0826's default version was released on Aug 10, 2026.
No official standard PAYG price is currently available for Giga-Embeddings-instruct-480M-0826.
Giga-Embeddings-instruct-480M-0826 was created by Ai Sage.
The default version has a 8.2K token context window.
Yes. The default version is marked as open weight under mit.
No provider offering is currently linked to the default version.