# Muse WonderExtra high

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Canonical URL: https://benchize.com/models/muse-wonder-xhigh
Last updated: Thu, 22 Oct 2026 05:40:11 GMT

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## Benchmarks

| Benchmark | Score | ± | Rank |  |
| --- | --- | --- | --- | --- |
| [WeirdML v3](https://benchize.com/benchmarks/weirdml%3Av3.md) | 0.15source score | Range 0.14–0.16 | 10 / 25 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `score` \| 0.15191042532467533 \| source_score \| reported \| Higher is better \| \| `mean_final_best` \| 0.25181421428571427 \| source_score \| reported \| Higher is better \| ### Configuration budget {"kind":"equivalent_tokens","limit":50000000,"start":500000} harness codex_cli Reasoning effort xhigh sourceConfiguration muse-wonder-meta-xhigh-codex thinkingEnabled true ### Reported statistics Uncertainty Reported interval: 0.14–0.16 interval [0.1397205294243704,0.16395622829269557] intervalMethod {"assumptions":"Independent fresh runs; approximately normal scores; shared variance prior. Pool fitted within analysis mode, including incomplete models; pool estimation uncertainty is not propagated.","confidence":0.95,"draws":10000,"fixed_tasks":true,"method":"partially_pooled_variance","pool":{"degrees_of_freedom":1533,"fallback":false,"prior_df":4,"variance":0.0026383113392869583},"seed":20260915,"unit":"run"} runCount 104 taskCount 11 ### Source [Original source](https://htihle.github.io/assets/data/weirdml_v3.json) Source weirdml Original model label Muse Wonder (xhigh) Source version b0120fe Observed 2026-10-22T04:50:05.075Z Evidence SHA-256 `82c3a8de423b23ca0af9761429299a2f21edb0b819e947fdc863f8b5ea4a49b8` Source locator `/rows/9` |  |  |  |  |

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Cite as: Muse WonderExtra high — Benchize, https://benchize.com/models/muse-wonder-xhigh (retrieved 2026-10-22)