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TRUE, BUTSelf-Marked

Read the name again.

“Alibaba's Qwen3.8-27B, released August 14 with Apache 2.0 open weights, delivers frontier-tier agentic coding and computer use for its size: 61.7 on SWE-bench Pro, 73.0 on Terminal-Bench 2.1, 84.3 on OSWorld-Verified, beating Meta's Muse Glimmer 30B across the published rows.”

Alibaba Qwen team (Hugging Face model card + launch posts), 14 August 2026

Recorded 15 August 2026. Our ruling means: literally true, materially misleading.

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Receipts pack

The evidence file for this verdict

9 receipts: 2 support the claim, 2 contradict it, 5 add context. 3 figures on the record, 1 traced to a quoted receipt.

The receipts

Each source, the line we quote from it, its date and which way it cuts. Free to read and to cite.

  1. 1Supports the claimofficechai.com ↗

    Qwen3.8-27B scores 73.0 against Muse Glimmer's 51.7

    Look up an archived copy ↗

  2. 2Contextofficechai.com ↗

    Muse Glimmer's results are missing entirely from several of the harder benchmarks Alibaba ran, including NL2Repo-Bench, DeepSWE 1.1, JobBench, and LiveCodeBench v6

    Look up an archived copy ↗

  3. 3Contradicts the claimyottalabs.ai ↗

    These are Alibaba's own model-card numbers, not independent replications, so the usual rule applies: validate before you build on them.

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  4. 4Contradicts the claimkingy.ai ↗

    Every launch score comes from Qwen. Several benchmarks are in-house, corrected or modified.

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  5. 5Contextkingy.ai ↗

    A 24GB GPU is a plausible target for a four-bit quant at moderate context, not for BF16, FP8 or the full 262K window.

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  6. 6Contextkingy.ai ↗

    Treat as an 80GB-class or multi-GPU deployment; full context still needs engine-specific proof

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  7. 7Supports the claimhuggingface.co ↗

    we are pleased to introduce Qwen3.8, the most capable generation in the Qwen open-model family to date

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  8. 8Contexthuggingface.co ↗

    QwenSWEBench: In-house coding benchmark for evaluating models' software engineering capabilities.

    Look up an archived copy ↗

  9. 9Contextofficechai.com ↗

    Qwen posts 79.5 to Muse Glimmer's 77.0

    Look up an archived copy ↗

Members' extras

What each receipt proves, and what would change our mind.

  • What each receipt above proves, in our words
  • The figures table, each number traced to the receipt that states it
  • The trick behind the claim, explained, with the guide to spotting it
  • What would change our verdict
  • Our call on the record, with its due date

The verdict, the opening and every receipt above stay free. Membership adds our analysis to the evidence file for every checked story.

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