Model

Qwen3.8 27B

Alibaba · open weights

qwenlm.github.io

Knowledge & Reasoning

Knowledge & Reasoning
BenchmarkScoreMetricHarnessSourceConfidenceLink
CritPt5.4accuracyN/AIndependentlowepoch.ai
DCBench-44063.0accuracyopenrouterIndependentmediumarxiv.org
DCBench-44053.0accuracygroqIndependentmediumarxiv.org

Math

Math
BenchmarkScoreMetricHarnessSourceConfidenceLink
GraphDecide100.0accuracyN/AIndependentmediumarxiv.org

Coding

Coding
BenchmarkScoreMetricHarnessSourceConfidenceLink
CRUXEval-style39.4accuracyN/AIndependentmediumarxiv.org
HPCAgent-Bench54.5speedupccIndependentmediumarxiv.org
RAP0.6lpipsN/AIndependentmediumarxiv.org
SciCode46.6scoreN/AIndependentmediumartificialanalysis.ai

Agentic / Tool Use

Agentic / Tool Use
BenchmarkScoreMetricHarnessSourceConfidenceLink
Autonomous Science Bench5.6success_rateN/AIndependentmediumarxiv.org
BioStudyBench56.0pass_rateN/AIndependentmediumarxiv.org
DUDA-Bench0.1workflow_scorereactIndependentmediumarxiv.org
DyadMem54.5accuracyN/AIndependentmediumarxiv.org
GraceBench0.6recovery_abilityN/AIndependentmediumarxiv.org
HICO-Bench54.6success_rateN/AIndependentmediumarxiv.org
KiranaBench13683.0profitN/AIndependentmediumarxiv.org
PersonaCUABench15.0success_rateN/AIndependentmediumarxiv.org
PlanBench62.2accuracyN/AIndependentmediumarxiv.org
TiGanEval0.0success_rateN/AIndependentmediumarxiv.org
TrialPD-Bench68.3f1N/AIndependentmediumarxiv.org

Multimodal

Multimodal
BenchmarkScoreMetricHarnessSourceConfidenceLink
APM-Bench42.4overall_scoreN/AIndependentmediumarxiv.org
CREATE39.6accuracyN/AIndependentmediumarxiv.org
Ego-SpaCR22.3accuracynative videoIndependentmediumarxiv.org
EMBER-Bench43.0accuracyN/AIndependentmediumarxiv.org
Game2Real-Bench52.6accuracyN/AIndependentmediumarxiv.org
GeoSpatialBench52.5accuracyN/AIndependentmediumarxiv.org
InstanceBench63.5[email protected]N/AIndependentmediumarxiv.org
ProPerMem7.0accuracyragIndependentmediumarxiv.org
SpaceConflict56.6accuracyN/AIndependentmediumarxiv.org

Long Context

Long Context
BenchmarkScoreMetricHarnessSourceConfidenceLink
LongHarness Bench0.0accuracydirectIndependentmediumarxiv.org

Safety & Alignment

Safety & Alignment
BenchmarkScoreMetricHarnessSourceConfidenceLink
ImpactBench67.8impactbench_pos._(%)N/AIndependentmediumarxiv.org
LinguaGuardBench0.7flip_rateN/AIndependentmediumarxiv.org
ObligationBench20.9recallN/AIndependentmediumarxiv.org

Abstract Reasoning

Abstract Reasoning
BenchmarkScoreMetricHarnessSourceConfidenceLink
ARC-AGI-242.4scoreN/AIndependentlowepoch.ai

Reproduced by the community

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