llmboard.aiAI model intelligence
Home

Model Rankings

OverallOpen ModelsAgentCodingReasoningMathKnowledgeInstruction FollowingTextVision
Image GenerationImage Editing
Video GenerationImage to VideoVideo Editing
Text to SpeechSpeech to Text
Embeddings

Efficiency

Chat Token PricingImage PricingVideo PricingAudio Pricing
Chat Speed & LatencyProvider Reliability

Benchmarks

GPQAMMLU-ProAIME 2025SWE-Bench VerifiedMMLUHumanity's Last ExamLiveCodeBenchMATHHumanEvalMMMU-Pro
All Benchmarks

Tools

Model Directory

Scoring & Data

Scoring & Data
1224 models729 benchmarks

Leaderboard Center

Overall RankingCodingCore BenchmarksPrice & ValueRuntime Performance

Modalities

All ModelsImage GenerationImage EditingVideo GenerationImage-to-VideoVideo EditingText-to-SpeechSpeech-to-TextEmbeddings

Data & Methods

Scoring MethodAll Benchmarks
llmboard.aiCopyright 2026 llmboard.ai

Ai Sage model product

Giga-Embeddings-instruct-3B-0826

Giga-Embeddings-instruct-3B-0826 is an embedding model from Ai Sage.

Updated Sep 8, 2026. Default version: Giga-Embeddings-instruct-3B-0826

LLMBoard Embedding Score83.7Giga-Embeddings-instruct-3B-0826
Coverage85%5 benchmark families
Context window8.2KTokens
Official input priceN/AOfficial price unavailable

On this page

  • Capability
  • Benchmarks
  • Arena
  • Pricing
  • Runtime
  • Specification
  • Versions
  • Similar models
  • About
  • FAQ

Giga-Embeddings-instruct-3B-0826 Capability Profile

This profile uses the model's current scored version. Arena ratings and prices are shown separately.

Giga-Embeddings-instruct-3B-0826 LLMBoard score breakdown

Giga-Embeddings-instruct-3B-0826 Benchmark Results

Benchmark scores for Giga-Embeddings-instruct-3B-0826.

5 rows
Columns

Show columns

Sort by
Benchmark
Score
Rank
Participants
Percentile
Evidence
Evaluated
BenchmarkMTEB English v2 ClassificationScore89.29%Rank09Participants257Percentile96.88%EvidenceAEvaluatedN/A
BenchmarkMTEB English v2 RerankingScore49.62%Rank22Participants241Percentile91.25%EvidenceAEvaluatedN/A
BenchmarkMTEB English v2 Semantic SimilarityScore84.83%Rank22Participants211Percentile90.00%EvidenceAEvaluatedN/A
BenchmarkMTEB English v2 ClusteringScore57.95%Rank23Participants217Percentile89.81%EvidenceAEvaluatedN/A
BenchmarkMTEB English v2 RetrievalScore59.45%Rank27Participants212Percentile87.68%EvidenceAEvaluatedN/A

Giga-Embeddings-instruct-3B-0826 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.

Giga-Embeddings-instruct-3B-0826 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.

Giga-Embeddings-instruct-3B-0826 Runtime Performance

Provider-specific output speed and catalog latency for Giga-Embeddings-instruct-3B-0826. 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.

Giga-Embeddings-instruct-3B-0826 Specifications

Technical details for the model's default version.

Version
Giga-Embeddings-instruct-3B-0826
Released
Aug 19, 2026
Knowledge cutoff
Unknown
Parameters
3.2B
Context window
8.2K
Max output
N/A
Inputs
text
Outputs
embedding
Open weights
Yes
License
mit

Giga-Embeddings-instruct-3B-0826 Versions

Available versions of this model. The score column identifies the version used in the overall ranking.

1 row
Columns

Show columns

Sort by
Version
Released
LLMBoard
Parameters
Context
Max output
Open weights
License
VersionGiga-Embeddings-instruct-3B-0826ReleasedAug 19, 2026LLMBoard83.68Parameters3.2BContext8.2KMax outputN/AOpen weightsYesLicensemit

Models similar to Giga-Embeddings-instruct-3B-0826

Recommendations prioritize the same model type and family, then the closest LLMBoard score.

#13-0.43
AS

Giga-Embeddings-instruct-10B-A1.8B-0826

Ai Sage

83.25 LLMBoard

Details
#21-3.65
AS

Giga-Embeddings-instruct

Ai Sage

80.03 LLMBoard

Details
#41-10.95
AS

Giga-Embeddings-instruct-480M-0826

Ai Sage

72.73 LLMBoard

Details
#14-0.69
CA

F2LLM-4B

Codefuse Ai

82.99 LLMBoard

Details
#15-0.79
JI

jina-embeddings-v5-text-small

Jinaai

82.89 LLMBoard

Details
#16-1.11
CA

F2LLM-v2-4B

Codefuse Ai

82.57 LLMBoard

Details

What is Giga-Embeddings-instruct-3B-0826?

Key information about Giga-Embeddings-instruct-3B-0826 and its available data.

Giga-Embeddings-instruct-3B-0826 is an embedding model from Ai Sage and is ranked in MTEB.

Data as of 2026-09-08.

FAQ

Common questions about Giga-Embeddings-instruct-3B-0826.

When was Giga-Embeddings-instruct-3B-0826 released?

Giga-Embeddings-instruct-3B-0826's default version was released on Aug 19, 2026.

How much does Giga-Embeddings-instruct-3B-0826 cost?

No official standard PAYG price is currently available for Giga-Embeddings-instruct-3B-0826.

Who created Giga-Embeddings-instruct-3B-0826?

Giga-Embeddings-instruct-3B-0826 was created by Ai Sage.

What is the context window for Giga-Embeddings-instruct-3B-0826?

The default version has a 8.2K token context window.

Is Giga-Embeddings-instruct-3B-0826 open weight?

Yes. The default version is marked as open weight under mit.

How many API providers offer Giga-Embeddings-instruct-3B-0826?

No provider offering is currently linked to the default version.

Browse runtime rankings