Model
Qwen3.8 27B
Alibaba · open weights
Knowledge & Reasoning
Knowledge & Reasoning| Benchmark | Score | Metric | Harness | Source | Confidence | Link |
|---|---|---|---|---|---|---|
| CritPt | 5.4 | accuracy | N/A | Independent | low | epoch.ai |
| DCBench-440 | 63.0 | accuracy | openrouter | Independent | medium | arxiv.org |
| DCBench-440 | 53.0 | accuracy | groq | Independent | medium | arxiv.org |
Math
Math| Benchmark | Score | Metric | Harness | Source | Confidence | Link |
|---|---|---|---|---|---|---|
| GraphDecide | 100.0 | accuracy | N/A | Independent | medium | arxiv.org |
Coding
Coding| Benchmark | Score | Metric | Harness | Source | Confidence | Link |
|---|---|---|---|---|---|---|
| CRUXEval-style | 39.4 | accuracy | N/A | Independent | medium | arxiv.org |
| HPCAgent-Bench | 54.5 | speedup | cc | Independent | medium | arxiv.org |
| RAP | 0.6 | lpips | N/A | Independent | medium | arxiv.org |
| SciCode | 46.6 | score | N/A | Independent | medium | artificialanalysis.ai |
Agentic / Tool Use
Agentic / Tool Use| Benchmark | Score | Metric | Harness | Source | Confidence | Link |
|---|---|---|---|---|---|---|
| Autonomous Science Bench | 5.6 | success_rate | N/A | Independent | medium | arxiv.org |
| BioStudyBench | 56.0 | pass_rate | N/A | Independent | medium | arxiv.org |
| DUDA-Bench | 0.1 | workflow_score | react | Independent | medium | arxiv.org |
| DyadMem | 54.5 | accuracy | N/A | Independent | medium | arxiv.org |
| GraceBench | 0.6 | recovery_ability | N/A | Independent | medium | arxiv.org |
| HICO-Bench | 54.6 | success_rate | N/A | Independent | medium | arxiv.org |
| KiranaBench | 13683.0 | profit | N/A | Independent | medium | arxiv.org |
| PersonaCUABench | 15.0 | success_rate | N/A | Independent | medium | arxiv.org |
| PlanBench | 62.2 | accuracy | N/A | Independent | medium | arxiv.org |
| TiGanEval | 0.0 | success_rate | N/A | Independent | medium | arxiv.org |
| TrialPD-Bench | 68.3 | f1 | N/A | Independent | medium | arxiv.org |
Multimodal
Multimodal| Benchmark | Score | Metric | Harness | Source | Confidence | Link |
|---|---|---|---|---|---|---|
| APM-Bench | 42.4 | overall_score | N/A | Independent | medium | arxiv.org |
| CREATE | 39.6 | accuracy | N/A | Independent | medium | arxiv.org |
| Ego-SpaCR | 22.3 | accuracy | native video | Independent | medium | arxiv.org |
| EMBER-Bench | 43.0 | accuracy | N/A | Independent | medium | arxiv.org |
| Game2Real-Bench | 52.6 | accuracy | N/A | Independent | medium | arxiv.org |
| GeoSpatialBench | 52.5 | accuracy | N/A | Independent | medium | arxiv.org |
| InstanceBench | 63.5 | [email protected] | N/A | Independent | medium | arxiv.org |
| ProPerMem | 7.0 | accuracy | rag | Independent | medium | arxiv.org |
| SpaceConflict | 56.6 | accuracy | N/A | Independent | medium | arxiv.org |
Long Context
Long Context| Benchmark | Score | Metric | Harness | Source | Confidence | Link |
|---|---|---|---|---|---|---|
| LongHarness Bench | 0.0 | accuracy | direct | Independent | medium | arxiv.org |
Safety & Alignment
Safety & Alignment| Benchmark | Score | Metric | Harness | Source | Confidence | Link |
|---|---|---|---|---|---|---|
| ImpactBench | 67.8 | impactbench_pos._(%) | N/A | Independent | medium | arxiv.org |
| LinguaGuardBench | 0.7 | flip_rate | N/A | Independent | medium | arxiv.org |
| ObligationBench | 20.9 | recall | N/A | Independent | medium | arxiv.org |
Abstract Reasoning
Abstract ReasoningReproduced by the community
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