Alibaba Cloud · QVQ

QVQ-72B-Preview

READER SUMMARY

An open-weight 72-billion-parameter preview model built on Qwen2-VL for extended multimodal reasoning in mathematics, science and complex visual problems.

DOOM SCORE67.1out of 100model risk profile, not the overall index
CURRENT ASSESSMENT · REVISION 1

Why this model scores 67.1

QVQ adds strong visual chain-of-thought reasoning over Qwen2-VL-72B but remains a preview with documented focus and hallucination limitations. Open weights raise misuse and control difficulty, while early distribution is lower than mature Qwen tiers.

Capability74
Autonomy24
Deployment78
Misuse potential69
Control difficulty72
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MODEL-ATTRIBUTED EVIDENCE

News tied to QVQ-72B-Preview

The model score of 67.1 rates this model's risk profile. The overall Doom Index of 63.2 measures the recalibrated complete evidence corpus. These values answer different questions.

NET MODEL-ATTRIBUTED INDEX CONTRIBUTION+0.03

Each article's leave-one-out Doom Index contribution is divided equally among the exact models named on that article. This prevents multi-model evidence from being claimed in full on several model pages. Model risk scores are recalculated from their technical profile and related news, but never feed back into the overall index.

AUDIT TRAIL

Model score history

  1. R1
    Doom Score 67.1

    Initial exact source-backed profile for QVQ-72B-Preview using the official December 25 date.

    12 Aug 2026