AI Research

    Qwen3 235B A22B: separate Qwen3-235B-A22B-Instruct-2507 and Thinking-2507 successors shipped in July 2025; this profile remains about the original release

    Alibaba expands the Qwen3 ecosystem with dedicated instruction and reasoning variants for July 2025.

    Separate Qwen3-235B-A22B-Instruct-2507 and Thinking-2507 successors shipped in July 2025; this profile remains about the original release — verified by the OnAirToday AI Progress Tracker against Alibaba's published documentation.

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    Qwen3 235B A22B: separate Qwen3-235B-A22B-Instruct-2507 and Thinking-2507 successors shipped in July 2025; this profile remains about the original release

    The OnAirToday AI Progress Tracker recorded a verified change to Alibaba's Qwen3 235B A22B (version qwen3-235b-a22b): Separate Qwen3-235B-A22B-Instruct-2507 and Thinking-2507 successors shipped in July 2025; this profile remains about the original release.

    Qwen3-235B-A22B is Alibaba's open-weight, text-based mixture-of-experts model, with 235 billion total parameters and 22 billion activated per token. This original release supports switchable thinking and non-thinking modes; separate Instruct-2507 and Thinking-2507 successors have since shipped.

    What changed in this review:

    • Context documentation distinguishes 32,768 native tokens from 131,072 tokens with YaRN.
    • The original vendor evaluation reports GPQA Diamond at 71.1% and LiveCodeBench at 70.7%.
    • Published AIME results are 85.7% for 2024 and 81.5% for 2025.
    • Flaws and limitations updated
    • Risks and threats updated

    Teams building on Qwen3 235B A22B should confirm limits, pricing and benchmark coverage against the vendor's own documentation before relying on these figures.

    The full profile — capabilities, benchmark citations, known flaws and risk guidance — is on the tracker at /ai-models/qwen3-235b-a22b.

    References:

    • https://huggingface.co/Qwen/Qwen3-235B-A22B
    • https://qwenlm.github.io/blog/qwen3/
    • https://huggingface.co/Qwen/Qwen3-235B-A22B-Instruct-2507
    • https://huggingface.co/Qwen/Qwen3-235B-A22B-Thinking-2507
    AI Analysis

    Generated insight by OnAirToday AI

    The release of the Qwen3 series marks a significant step forward in Alibaba's capability to provide specialized instruction-tuned and reasoning-focused models at scale. By modularizing their architecture into specific use-case variants, they are setting a new standard for high-performance open-weight model deployment.

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