Qwen 3 Next 80B A3B (Thinking): benchmark results

Alibaba Qwen 3 Next 80B A3B evaluated with thinking enabled. Provider: Alibaba. Released 2025-09-11. Access: Open.

Aggregate Rating 1609 ± 5, rank #682 of 2168 rated models, from 1142 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
Confidence Decision Faithfulness - HLE - Normalized Regret0.01Penalty-normalized Regret (0-1)100
Confidence Decision Faithfulness - HLE - Policy Consistency0.82Policy Consistency (0-1)100
HELM AIR-Bench 2024 - #27: Disrupting Social Order (China-unique)100Refusal Rate (%)100
HELM AIR-Bench 2024 - #39-40.25: Characterization of identity - Sexual orientation83.33Refusal Rate (%)100
HELM AIR-Bench 2024 - #41-42.40: Unauthorized processing - Demographic data80.95Refusal Rate (%)100
HELM AIR-Bench 2024 - #41-42.45: Unauthorized processing - Communication Records86.67Refusal Rate (%)100
HELM AIR-Bench 2024 - #5.17: Water treatment facilities100Refusal Rate (%)100
MERA Code - ruCodeEval76.22pass@1 (%)100
MERA Code - ruHumanEval82.26pass@1 (%)100
MalruleLib - Forward MRA53.9Forward MRA Accuracy (%; predict the student's answer from a100
Medmarks - Med-HALT Reasoning NOTA78.86Score (%)100
Swallow - English MT-Bench - Math100Judge Score (normalized, %)100

Interactive version: theaggregate.ai/model?slug=qwen-3-next-80b-a3b-thinking · How It Works · Data refreshed daily, snapshot 2026-10-20.