# Muse Spark 1.3 ContributorMedium

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Canonical URL: https://benchize.com/models/muse-spark-1-3-contributor-medium
Last updated: Thu, 22 Oct 2026 09:10:07 GMT

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## Benchmarks

| Benchmark | Score | ± | Rank | Cost |  |
| --- | --- | --- | --- | --- | --- |
| [TapTap Maker heldout](https://benchize.com/benchmarks/taptap-maker%3Aheldout.md) | 45.73% | Range 45.73–45.73% | 27 / 30 | — |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `l2_pass_rate` \| 0.4573 \| score_fraction \| reported \| Higher is better \| ### Configuration datasetVersion 0.2.3 edition 2026-10-18-v6-voxel harness claude Reasoning effort medium reasoningMode Not reported ### Reported statistics Uncertainty Reported interval: 45.73–45.73% interval [0.4573,0.4573] intervalMethod bootstrap-case rank 31 rankInterval [31,31] ### 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 2026-10-22T06:30:04.044Z Evidence SHA-256 `ad2d7f1adeae0548a4edc0b5e75d11449b443449ff76533d04bc1fb1b6d7035e` Source locator `/heldout/30` |  |  |  |  |  |
| [TapTap Maker public](https://benchize.com/benchmarks/taptap-maker%3Apublic.md) | 69.45% | Range 69.45–69.45% | 26 / 30 | $0.55 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `l2_pass_rate` \| 0.6945 \| score_fraction \| reported \| Higher is better \| \| `cost_per_case` \| 0.5461 \| USD \| per_case \| Lower is better \| ### Configuration datasetVersion 0.2.3 edition 2026-10-18-v6-voxel harness claude Reasoning effort medium reasoningMode model-managed ### Reported statistics Uncertainty Reported interval: 69.45–69.45% interval [0.6945,0.6945] intervalMethod bootstrap-case rank 30 rankInterval [29,30] ### 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 2026-10-22T06:30:04.044Z Evidence SHA-256 `ad2d7f1adeae0548a4edc0b5e75d11449b443449ff76533d04bc1fb1b6d7035e` Source locator `/public/29` |  |  |  |  |  |

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