# Muse Spark 1.3 ContributorExtra high

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Canonical URL: https://benchize.com/models/muse-spark-1-3-contributor-xhigh
Last updated: Thu, 22 Oct 2026 05:40:11 GMT

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## Benchmarks

| Benchmark | Score | ± | Rank | Cost |  |
| --- | --- | --- | --- | --- | --- |
| [TapTap Maker public](https://benchize.com/benchmarks/taptap-maker%3Apublic.md) | 81.32% | Range 81.32–81.32% | 7 / 26 | $0.66 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `l2_pass_rate` \| 0.8132 \| score_fraction \| reported \| Higher is better \| \| `cost_per_case` \| 0.6636 \| USD \| per_case \| Lower is better \| ### Configuration datasetVersion 0.2.3 edition 2026-10-18-v6-voxel harness pi Reasoning effort xhigh reasoningMode model-managed ### Reported statistics Uncertainty Reported interval: 81.32–81.32% interval [0.8132,0.8132] intervalMethod bootstrap-case rank 7 rankInterval [7,8] ### Source [Original source](https://maker.taptap.cn/leaderboard/data/editions/2026-10-18-v6-voxel.json) Source taptap maker Original model label muse-spark-1.3-contributor Observed 2026-10-21T16:33:19.620Z Evidence SHA-256 `ad2d7f1adeae0548a4edc0b5e75d11449b443449ff76533d04bc1fb1b6d7035e` Source locator `/public/6` |  |  |  |  |  |
| [TapTap Maker heldout](https://benchize.com/benchmarks/taptap-maker%3Aheldout.md) | 64.43% | Range 64.43–64.43% | 9 / 26 | — |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `l2_pass_rate` \| 0.6443 \| score_fraction \| reported \| Higher is better \| ### Configuration datasetVersion 0.2.3 edition 2026-10-18-v6-voxel harness pi Reasoning effort xhigh reasoningMode Not reported ### Reported statistics Uncertainty Reported interval: 64.43–64.43% interval [0.6443,0.6443] intervalMethod bootstrap-case rank 9 rankInterval [8,11] ### Source [Original source](https://maker.taptap.cn/leaderboard/data/editions/2026-10-18-v6-voxel.json) Source taptap maker Original model label muse-spark-1.3-contributor Observed 2026-10-21T16:33:19.620Z Evidence SHA-256 `ad2d7f1adeae0548a4edc0b5e75d11449b443449ff76533d04bc1fb1b6d7035e` Source locator `/heldout/8` |  |  |  |  |  |

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Cite as: Muse Spark 1.3 ContributorExtra high — Benchize, https://benchize.com/models/muse-spark-1-3-contributor-xhigh (retrieved 2026-10-22)