Work Automations
Private 657 tasks; 50 turns; objective completion
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Qwen3.5-397B-A17B
Across the task benchmarks we track, Qwen3.5-397B-A17B’s strongest relative results are in work automations. On AutomationBench-AA, it scores 6.9%, ranking #48 among 55 models with reported results in our dataset.
Updated: Data as of:
Strongest results
| Benchmark | Measures | Score |
|---|---|---|
| IFBench ↗58 constraint types | Precise instruction following | 78.8%#3 of 17 |
| GDP.pdf ↗100 tasks / All-pass / five attempts | Professional document reasoning | 12.2%#40 of 55 |
| Humanity's Last Exam ↗Stable HLE — text-only subset | Expert reasoning | 29%#53 of 68 |
| HLE-Diamond ↗1,000 questions / no tools | Advanced knowledge and reasoning | 12.4%#30 of 35 |
Model details
| Model | Qwen3.5-397B-A17B |
|---|---|
| Agent Index v1.2 | Insufficient coverage (4/7) · Preview |
| Creator | Qwen (opens in a new tab) |
| Availability | Open source / open weights |
| Context size | Not reported |
| Max output | Not reported |
| Knowledge cutoff | Not reported |
| License | Not reported · Model weights ↗ (opens in a new tab) |
Pricing and performance
Per provider and reported configuration. Prices are USD per 1M tokens.
No provider pricing or performance reports have been added for this model yet.
Benchmark performance
Qwen3.5-397B-A17B in color, alongside leading models. Latest stored reports, best effort per report date.
AutomationBench-AA ↗
Reported benchmarks
All published results in our dataset, with versions, evaluation settings, and sources.
| Benchmark | Score | Evaluation setup | Source |
|---|---|---|---|
| AA-Briefcase1.1 / combined EloCombined Elo · Higher is better | 563 Elo | selection: best reported configuration per release · Qwen3.5 397B A17B · tools: benchmark-defined | Artificial Analysis (opens in a new tab)independent |
| AutomationBench-AA1.0.6 / AA private 657Objectives completed without guardrail violations · Higher is better | 6.9% | reported precision decimals: 1 · result quality: reported · Qwen3.5 397B A17B; private held-out 657 tasks; 50 turns; objective completion with zero credit for any guardrail violation. · source model href: /models/qwen3-5-397b-a17b · task count: 657 · Tools enabled · turn cap: 50 | Artificial Analysis (opens in a new tab)independent |
| GDP.pdf100 tasks / All-pass / five attemptsAccuracy · Higher is better | 12.2% | selection: best reported configuration per release · Qwen3.5 397B A17B · tools: benchmark-defined | Artificial Analysis (opens in a new tab)independent |
| HLE-Diamond1,000 questions / no toolsAccuracy · Higher is better | 12.4% | selection: best reported configuration per release · Qwen3.5 397B A17B · No tools | Artificial Analysis (opens in a new tab)independent |
| Humanity's Last ExamStable HLE — text-only subsetAccuracy · Higher is better | 29% | question count: 2158 · reported precision decimals: 1 · Qwen3.5 397B A17B; original HLE; 2,158 text-only questions; no tools; pass@1; chart labels rounded to one decimal. · source model href: /models/qwen3-5-397b-a17b · subset: text · No tools | Artificial Analysis (opens in a new tab)independent |
| IFBench58 constraint typesAccuracy · Higher is better | 78.8% | selection: publisher default displayed configuration · Qwen3.5 397B A17B | Artificial Analysis (opens in a new tab)independent |
| Terminal-Bench4.0 / mini-swe-agentTask success · Higher is better | 0% | harness: mini-swe-agent · repeats: 3 · selection: best reported configuration per release · Qwen3.5 397B A17B | Artificial Analysis (opens in a new tab)independent |
| τ²-benchStandard · OverallPass@1 · Higher is better | 87.9% | benchmark: tau2 · domains: retail, airline, telecom · metric: pass^1 · reasoning: enabled · selection: Standard checked; Custom and Legacy unchecked; Overall tab. Do not merge with banking, voice, legacy or custom results. · submitting organization: Sierra · track: Standard · user simulator: gpt-5.2 | Sierra ↗ (opens in a new tab)benchmark publisher |