# Muse WonderAdaptive

> Source: Benchize (https://benchize.com) — https://benchize.com/models/muse-wonder-adaptive. When citing or reusing this content, credit "Benchize" and link to https://benchize.com/models/muse-wonder-adaptive.

Meta

Canonical URL: https://benchize.com/models/muse-wonder-adaptive
Last updated: Thu, 22 Oct 2026 06:20:09 GMT

Reproduction and quotation must name Benchize, link to the canonical HTML URL, and retain individual source citations.

Meta

## Benchmarks

| Benchmark | Score | ± | Rank |  |
| --- | --- | --- | --- | --- |
| [ToneBench Scriptwriting](https://benchize.com/benchmarks/tonebench%3Ascripts.md) | 1,586.2 | Range 1,535.1–1,645.9 | 72 / 126 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1586.2 \| rating \| reported \| Higher is better \| \| `overall` \| 76.15 \| percent \| reported \| Higher is better \| \| `anti_slop_numbers` \| 68.1 \| source_score \| rubric \| Higher is better \| \| `continuity_emotion` \| 80.43 \| source_score \| rubric \| Higher is better \| \| `cue_quality` \| 74.75 \| source_score \| rubric \| Higher is better \| \| `hook_strength` \| 80.72 \| source_score \| rubric \| Higher is better \| \| `length_adherence` \| 37.39 \| source_score \| rubric \| Higher is better \| \| `slop` \| 81.36 \| source_score \| rubric \| Higher is better \| \| `slop_score` \| 94.62 \| source_score \| rubric \| Higher is better \| \| `substance_accuracy` \| 85.17 \| source_score \| rubric \| Higher is better \| \| `tone_voice` \| 77.32 \| source_score \| rubric \| Higher is better \| \| `writing_quality` \| 75.64 \| source_score \| rubric \| Higher is better \| \| `youtube_best_practices` \| 78.92 \| source_score \| rubric \| Higher is better \| ### Configuration provider openrouter Reasoning effort unknown scoreScope 10_task_current sourceConfiguration muse-wonder-or thinkingEnabled true ### Reported statistics Uncertainty Reported interval: 1,535.1–1,645.9 interval [1535.1,1645.9] rank 73 runCount 5 ### Source [Original source](https://benchmark.towardsai.com/data/leaderboard.json) Source tonebench Original model label Muse Wonder (adaptive) Evaluated 2026-10-13 Observed 2026-10-22T04:40:14.102Z Evidence SHA-256 `4264338337f418d3ded7ace250cad64fe12cacbd4b79a312bfaf0ae9268a01c3` Source locator `/rows/72` |  |  |  |  |

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