# MiniMax M3High

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MiniMax

Canonical URL: https://benchize.com/models/minimax-m3-high
Last updated: Thu, 22 Oct 2026 06:20:09 GMT

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MiniMax

## Benchmarks

| Benchmark | Score | Rank | Source |  |
| --- | --- | --- | --- | --- |
| [τ³-Banking](https://benchize.com/benchmarks/mercor%3Atau3-banking.md) | 21% | 21 / 24 | [mercor](https://www.mercor.com/apex/partner-benchmarks/tau-3-banking-leaderboard/) |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `pass_1` \| 21 \| percent \| task_completion_pass_at_1 \| Higher is better \| ### Configuration datasetUrl Not reported datasetVersion Not reported harness Not reported Reasoning effort high ### Reported statistics reportedErrors {"pass_1":6.2} sampleSize 291 ### Source [Original source](https://www.mercor.com/apex/partner-benchmarks/tau-3-banking-leaderboard/) Source mercor Original model label MiniMax-M3 Observed 2026-10-22T03:20:05.405Z Evidence SHA-256 `fa869420736c67de0bffb601637aaf007228018a6588ca76b71cdec23317ecde` Source locator `/__NEXT_DATA__/props/pageProps/leaderboard/rows/14` |  |  |  |  |
| [APEX-Agents](https://benchize.com/benchmarks/mercor%3Aapex-agents%3A1.1.md) | 37.7% | 29 / 38 | [mercor · 1.1](https://www.mercor.com/apex/apex-agents-leaderboard/) |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `pass_1` \| 37.7 \| percent \| task_completion_pass_at_1 \| Higher is better \| \| `mean_score` \| 53.5 \| percent \| rubric_mean \| Higher is better \| ### Configuration datasetUrl https://huggingface.co/datasets/mercor/apex-agents-v1.1 datasetVersion 1.1 harness loop_truncated_tools_agent Reasoning effort high ### Reported statistics reportedErrors {"mean_score":4.5,"pass_1":4.9} sampleSize 951 ### Source [Original source](https://www.mercor.com/apex/apex-agents-leaderboard/) Source mercor Original model label MiniMax-M3 Source version 1.1 Observed 2026-10-22T03:20:05.238Z Evidence SHA-256 `9a5cc96c60cc0788561a54a64689121504d26058f7690c1106f2490706183370` Source locator `/__NEXT_DATA__/props/pageProps/leaderboardData/29` |  |  |  |  |

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Cite as: MiniMax M3High — Benchize, https://benchize.com/models/minimax-m3-high (retrieved 2026-10-22)