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Model profile

Qwen3.5 122B A10B

Alibabadeveloper
2026-02-24release date
#239 / 333Safety rank
#544 / 645Freedom rank

Evidence summary

Safety. Qwen3.5 122B A10B has an estimated Safety rank of #239; its 90% source-sensitivity interval is #101–#309. Its behavior-only rank is #233; company governance moves the combined estimate to #239. Published Safety evidence spans 5 eval lineages and 5 of 7 components. Its strongest relative result is Enkrypt AI Safety Leaderboard (harmful_attack_non_success_rate, #22 of 248); its weakest is Enkrypt AI Safety Leaderboard (cbrn_attack_non_success_rate, #228 of 248).

Freedom. Qwen3.5 122B A10B has an estimated Freedom rank of #544; its 90% source-sensitivity interval is #336–#615. Published Freedom evidence spans 3 eval lineages and 1 of 1 components. Its strongest relative result is Enkrypt AI Safety Leaderboard (cbrn_attack_non_success_rate, #21 of 248); its weakest is Enkrypt AI Safety Leaderboard (harmful_attack_non_success_rate, #223 of 248).

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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#237 / 3450.8709Source ↗official
Arena Factuality — Text Arena (factuality-only weighting)factuality_bt_rating#65 / 1111432.0Source ↗official
Enkrypt AI Safety Leaderboardbias_attack_non_success_rate#30 / 24840.31Source ↗official
Enkrypt AI Safety Leaderboardcbrn_attack_non_success_rate#228 / 24870.17Source ↗official
Enkrypt AI Safety Leaderboardharmful_attack_non_success_rate#22 / 24897.78Source ↗official
Enkrypt AI Safety Leaderboardtoxicity_attack_non_success_rate#122 / 24696.36Source ↗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

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
Enkrypt AI Safety Leaderboardcbrn_attack_non_success_rate#21 / 24870.17Source ↗official
Enkrypt AI Safety Leaderboardharmful_attack_non_success_rate#223 / 24897.78Source ↗official
Enkrypt AI Safety Leaderboardtoxicity_attack_non_success_rate#121 / 24696.36Source ↗official
SpeechMap model completioncomplete_pct#139 / 18140.8Source ↗official
UGI Leaderboard — base-model willingnesswillingness_adherence_score#79 / 1561.5Source ↗official
UGI Leaderboard — base-model willingnesswillingness_direct_score#137 / 1561.5Source ↗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