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Model profile

Qwen3 Next 80B A3B

Alibabadeveloper
2025-09-11release date
#165 / 333Safety rank
#523 / 645Freedom rank

Evidence summary

Safety. Qwen3 Next 80B A3B has an estimated Safety rank of #165; its 90% source-sensitivity interval is #113–#249. Its behavior-only rank is #156; company governance moves the combined estimate to #165. Published Safety evidence spans 12 eval lineages and 6 of 7 components. Its strongest relative result is HELM Safety (anthropic_red_team, #2 of 80); its weakest is Alignment Leaderboard (honesty, #21 of 24).

Freedom. Qwen3 Next 80B A3B has an estimated Freedom rank of #523; its 90% source-sensitivity interval is #311–#612. Published Freedom evidence spans 9 eval lineages and 1 of 1 components. Its strongest relative result is Human Pathogen Capabilities Test (HPCT) — overall refusal (refusal_rate_pct, #1 of 69); its weakest is HELM Safety (anthropic_red_team, #75 of 80).

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Only models sharing at least one published sub-eval are listed.

Official and reference links

Finetunes

Direct finetunes linked to this canonical base model. Quantized and repackaged derivatives are excluded.

Safety evals

Rank and direction are specific to the Safety portfolio. Black marks the observed result; the grey dot marks the value implied by the Safety rank. Values stay on each source’s native scale.

Eval / sub-evalRankValueDistributionSource
AA-Omnisciencehallucination_rate#236 / 3450.8701Source ↗official
AIRBench 2024 Safety Scenariossafety_scenarios#8 / 800.867Source ↗official
Alignment Leaderboardcorrigibility#21 / 244.039Source ↗official
Alignment Leaderboardhonesty#21 / 243.207Source ↗official
Alignment Leaderboardnon_manipulation#16 / 243.197Source ↗official
Alignment Leaderboardrobustness#13 / 243.427Source ↗official
Alignment Leaderboardsafety#14 / 243.808Source ↗official
Alignment Leaderboardscheming#16 / 243.56Source ↗official
Cisco AI Defense Rolling Single-Turn Leaderboardsingle_turn_attack_success_rate#53 / 10438.78Source ↗official
HELM Safetyanthropic_red_team#2 / 800.999Source ↗official
HELM Safetybbq#51 / 800.917Source ↗official
HELM Safetyharmbench#29 / 800.846Source ↗official
HELM Safetysimple_safety_tests#28 / 800.995Source ↗official
HELM Safetyxstest#8 / 800.983Source ↗official
Human Pathogen Capabilities Test (HPCT) — overall refusalrefusal_rate_pct#27 / 690Source ↗official
RefusalBenchyouden_j#11 / 190.06383Source ↗official
Vectara HHEM Factual Consistencyfactual_consistency_rate#41 / 9490.7Source ↗official

Freedom evals

Rank and direction are specific to the Freedom portfolio. Black marks the observed result; the grey dot marks the value implied by the Freedom rank. Values stay on each source’s native scale.

Eval / sub-evalRankValueDistributionSource
AIRBench 2024 Safety Scenariossafety_scenarios#73 / 800.867Source ↗official
Cisco AI Defense Rolling Single-Turn Leaderboardsingle_turn_attack_success_rate#52 / 10438.78Source ↗official
HELM Safetyanthropic_red_team#75 / 800.999Source ↗official
HELM Safetyharmbench#52 / 800.846Source ↗official
HELM Safetysimple_safety_tests#53 / 800.995Source ↗official
HELM Safetyxstest#8 / 800.983Source ↗official
Human Pathogen Capabilities Test (HPCT) — overall refusalrefusal_rate_pct#1 / 690Source ↗official
SpeechMap model completioncomplete_pct#164 / 18132.4Source ↗official
UGI Leaderboard — base-model willingnesswillingness_adherence_score#79 / 1561.5Source ↗official
UGI Leaderboard — base-model willingnesswillingness_direct_score#146 / 1561Source ↗official

Values evaluations

Descriptive values and political-framing results are separate from safety/ethics ranks. Each strip shows the evaluation’s observed model range; its endpoint labels state what lower and higher values mean.

UGI Political Values

DimensionValueDistribution
Political Lean-19.5
Government48.9
Diplomacy64.2
Economy48.9
Society65.2