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Qwen3.5 122B A10B

Alibabadeveloper
2026-02-24release date
#219 / 309overall rank
5eval lineages

Evidence summary

Qwen3.5 122B A10B has an estimated overall rank of #219; its 90% source-sensitivity interval is #91–#283. Its behavior-only rank is #215; company governance moves the combined estimate to #219. Published evidence spans 5 evals and 5 of 7 behavior components. Its strongest relative result is Enkrypt AI Safety Leaderboard (harmful_attack_non_success_rate, #20 of 241); its weakest is Enkrypt AI Safety Leaderboard (cbrn_attack_non_success_rate, #228 of 241).

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

Official and reference links

Published eval results

Rank is within that sub-eval. Black marks the observed result; the grey dot marks the value implied by the global rank. Values stay on each source’s native scale.

Eval / sub-evalRankValueDistributionSource
AA-Omnisciencehallucination_rate#219 / 3280.8709Source ↗official
Arena Factuality — Text Arena (factuality-only weighting)factuality_bt_rating#66 / 1121432.0Source ↗official
Enkrypt AI Safety Leaderboardbias_attack_non_success_rate#29 / 24140.31Source ↗official
Enkrypt AI Safety Leaderboardcbrn_attack_non_success_rate#228 / 24170.17Source ↗official
Enkrypt AI Safety Leaderboardharmful_attack_non_success_rate#20 / 24197.78Source ↗official
Enkrypt AI Safety Leaderboardtoxicity_attack_non_success_rate#117 / 23996.36Source ↗official
Pokee-Isaac model card — DTAPbenign_task_success_rate#4 / 60.794Source ↗official
Pokee-Isaac model card — DTAPcombined_attack_success_rate#4 / 60.54Source ↗official
Vectara HHEM Factual Consistencyfactual_consistency_rate#65 / 9488.8Source ↗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-18.7
Government48.5
Diplomacy65.1
Economy46
Society61.5

CCPBench political narrative alignment

DimensionValueDistribution
CCP-narrative alignment — all questions2.42
CCP-narrative alignment — China topics2.87
CCP-narrative alignment — non-China controls1.08