# Qwen3.8 MaxExtra high

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Alibaba

Canonical URL: https://benchize.com/models/qwen3-8-max-xhigh
Last updated: Thu, 22 Oct 2026 06:30:09 GMT

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Alibaba

## Benchmarks

| Benchmark | Score | ± | Rank | Cost | Latency | Source |  |
| --- | --- | --- | --- | --- | --- | --- | --- |
| [τ³-Banking](https://benchize.com/benchmarks/mercor%3Atau3-banking.md) | 46.7% | — | 7 / 24 | — | — | [mercor](https://www.mercor.com/apex/partner-benchmarks/tau-3-banking-leaderboard/) |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `pass_1` \| 46.7 \| percent \| task_completion_pass_at_1 \| Higher is better \| ### Configuration datasetUrl Not reported datasetVersion Not reported harness Not reported Reasoning effort xhigh ### Reported statistics reportedErrors {"pass_1":8.4} sampleSize 291 ### Source [Original source](https://www.mercor.com/apex/partner-benchmarks/tau-3-banking-leaderboard/) Source mercor Original model label Qwen3.8-Max Observed 2026-10-22T03:20:05.405Z Evidence SHA-256 `fa869420736c67de0bffb601637aaf007228018a6588ca76b71cdec23317ecde` Source locator `/__NEXT_DATA__/props/pageProps/leaderboard/rows/23` |  |  |  |  |  |  |  |
| [APEX-Agents](https://benchize.com/benchmarks/mercor%3Aapex-agents%3A1.1.md) | 63.3% | — | 10 / 38 | — | — | [mercor · 1.1](https://www.mercor.com/apex/apex-agents-leaderboard/) |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `pass_1` \| 63.3 \| percent \| task_completion_pass_at_1 \| Higher is better \| \| `mean_score` \| 74.3 \| 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 xhigh ### Reported statistics reportedErrors {"mean_score":4,"pass_1":4.9} sampleSize 951 ### Source [Original source](https://www.mercor.com/apex/apex-agents-leaderboard/) Source mercor Original model label Qwen3.8-Max Source version 1.1 Observed 2026-10-22T03:20:05.238Z Evidence SHA-256 `9a5cc96c60cc0788561a54a64689121504d26058f7690c1106f2490706183370` Source locator `/__NEXT_DATA__/props/pageProps/leaderboardData/38` |  |  |  |  |  |  |  |
| [TapTap Maker public](https://benchize.com/benchmarks/taptap-maker%3Apublic.md) | 76.15% | Range 76.15–76.15% | 15 / 30 | $1.4 | — | [taptap maker](https://maker.taptap.cn/leaderboard/data/editions/2026-10-18-v6-voxel.json) |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `l2_pass_rate` \| 0.7615 \| score_fraction \| reported \| Higher is better \| \| `cost_per_case` \| 1.3954 \| USD \| per_case \| Lower is better \| ### Configuration datasetVersion 0.2.3 edition 2026-10-18-v6-voxel harness claude Reasoning effort xhigh reasoningMode model-managed ### Reported statistics Uncertainty Reported interval: 76.15–76.15% interval [0.7615,0.7615] intervalMethod bootstrap-case rank 17 rankInterval [14,18] ### Source [Original source](https://maker.taptap.cn/leaderboard/data/editions/2026-10-18-v6-voxel.json) Source taptap maker Original model label qwen3.8-max Observed 2026-10-22T06:30:04.044Z Evidence SHA-256 `ad2d7f1adeae0548a4edc0b5e75d11449b443449ff76533d04bc1fb1b6d7035e` Source locator `/public/16` |  |  |  |  |  |  |  |
| [TapTap Maker heldout](https://benchize.com/benchmarks/taptap-maker%3Aheldout.md) | 59.51% | Range 59.51–59.51% | 13 / 30 | — | — | [taptap maker](https://maker.taptap.cn/leaderboard/data/editions/2026-10-18-v6-voxel.json) |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `l2_pass_rate` \| 0.5951 \| score_fraction \| reported \| Higher is better \| ### Configuration datasetVersion 0.2.3 edition 2026-10-18-v6-voxel harness claude Reasoning effort xhigh reasoningMode Not reported ### Reported statistics Uncertainty Reported interval: 59.51–59.51% interval [0.5951,0.5951] intervalMethod bootstrap-case rank 15 rankInterval [13,16] ### Source [Original source](https://maker.taptap.cn/leaderboard/data/editions/2026-10-18-v6-voxel.json) Source taptap maker Original model label qwen3.8-max Observed 2026-10-22T06:30:04.044Z Evidence SHA-256 `ad2d7f1adeae0548a4edc0b5e75d11449b443449ff76533d04bc1fb1b6d7035e` Source locator `/heldout/14` |  |  |  |  |  |  |  |
| [Chess Puzzles](https://benchize.com/benchmarks/epoch-ai%3Achess_puzzles.md) | 46% | SE ±5.01 pp | 20 / 64 | — | — | [epoch ai · Chess Puzzles](https://epoch.ai/data/benchmark_data.zip#file=chess_puzzles.csv) |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `score` \| 0.46 \| score_fraction \| Best score (across scorers) \| Higher is better \| \| `mean_score` \| 0.46 \| score_fraction \| mean_score \| Higher is better \| ### Configuration benchmarkVersion Chess Puzzles reasoningBudget Not reported Reasoning effort xhigh sourceModelVersion qwen3.8-max_xhigh ### Reported statistics Uncertainty Standard error: ±5.01 pp standardError 0.05009082659620331 ### Source [Original source](https://epoch.ai/data/benchmark_data.zip#file=chess_puzzles.csv) Source epoch ai Original model label qwen3.8-max Source version Chess Puzzles Evaluated 2026-10-13T13:13:49.000Z Observed 2026-10-22T03:00:05.281Z Evidence SHA-256 `a5b99d6d35252907b04e9a802873a9754ecc0248be92a1ebbd2ef0450e4bb015` Source locator `/rows/132` |  |  |  |  |  |  |  |
| [SimpleQA Verified](https://benchize.com/benchmarks/epoch-ai%3Asimpleqa_verified.md) | 45.8% | SE ±1.58 pp | 22 / 40 | — | — | [epoch ai · SimpleQA Verified](https://epoch.ai/data/benchmark_data.zip#file=simpleqa_verified.csv) |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `score` \| 0.458 \| score_fraction \| Best score (across scorers) \| Higher is better \| \| `mean_score` \| 0.458 \| score_fraction \| mean_score \| Higher is better \| ### Configuration benchmarkVersion SimpleQA Verified reasoningBudget Not reported Reasoning effort xhigh sourceModelVersion qwen3.8-max_xhigh ### Reported statistics Uncertainty Standard error: ±1.58 pp standardError 0.015763390640483554 ### Source [Original source](https://epoch.ai/data/benchmark_data.zip#file=simpleqa_verified.csv) Source epoch ai Original model label qwen3.8-max Source version SimpleQA Verified Evaluated 2026-08-27T19:30:55.000Z Observed 2026-10-22T03:00:05.281Z Evidence SHA-256 `e2d3fae377f0ddd3d079bcc3971b9b9388a0a950289effe7b521177ea2e988cc` Source locator `/rows/43` |  |  |  |  |  |  |  |
| [GPQA Diamond](https://benchize.com/benchmarks/gpqa-diamond.md) | 92.68% | SE ±1.69 pp | 17 / 126 | — | — | [epoch ai · GPQA diamond](https://epoch.ai/data/benchmark_data.zip#file=gpqa_diamond.csv) |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `score` \| 0.9267676767676768 \| score_fraction \| Best score (across scorers) \| Higher is better \| \| `mean_score` \| 0.9267676767676768 \| score_fraction \| mean_score \| Higher is better \| ### Configuration benchmarkVersion GPQA diamond reasoningBudget Not reported Reasoning effort xhigh sourceModelVersion qwen3.8-max_xhigh ### Reported statistics Uncertainty Standard error: ±1.69 pp standardError 0.01686498021450146 ### Source [Original source](https://epoch.ai/data/benchmark_data.zip#file=gpqa_diamond.csv) Source epoch ai Original model label qwen3.8-max Source version GPQA diamond Evaluated 2026-08-04T16:28:46.000Z Observed 2026-10-22T03:00:05.281Z Evidence SHA-256 `9ef0b938bdd8406b029d595983ee8ad3a80bd9d64b82605b91b5ce39ba650c39` Source locator `/rows/133` |  |  |  |  |  |  |  |
| [FrontierMath Tiers 1–3 v2 (private)](https://benchize.com/benchmarks/epoch-ai%3Afrontiermath_tiers_1_3_v2.md) | 74.74% | SE ±2.58 pp | 17 / 50 | — | — | [epoch ai · FrontierMath-Tiers-1-3-v2-Private](https://epoch.ai/data/benchmark_data.zip#file=frontiermath_tiers_1_3_v2.csv) |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `score` \| 0.7473684210526316 \| score_fraction \| Best score (across scorers) \| Higher is better \| \| `mean_score` \| 0.7473684210526316 \| score_fraction \| mean_score \| Higher is better \| ### Configuration benchmarkVersion FrontierMath-Tiers-1-3-v2-Private reasoningBudget Not reported Reasoning effort xhigh sourceModelVersion qwen3.8-max_xhigh ### Reported statistics Uncertainty Standard error: ±2.58 pp standardError 0.0257841025556124 ### Source [Original source](https://epoch.ai/data/benchmark_data.zip#file=frontiermath_tiers_1_3_v2.csv) Source epoch ai Original model label qwen3.8-max Source version FrontierMath-Tiers-1-3-v2-Private Evaluated 2026-08-04T19:32:51.000Z Observed 2026-10-22T03:00:05.281Z Evidence SHA-256 `d3458d4272f99e04212525904a59fffffa7a94e827c62b26e36e3fd3e15fe587` Source locator `/rows/77` |  |  |  |  |  |  |  |
| [OTIS Mock AIME 2024–2025](https://benchize.com/benchmarks/epoch-ai%3Aotis_mock_aime_2024_2025.md) | 99.44% | SE ±0.39 pp | 13 / 124 | — | — | [epoch ai · OTIS Mock AIME 2024-2025](https://epoch.ai/data/benchmark_data.zip#file=otis_mock_aime_2024_2025.csv) |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `score` \| 0.9944444444444445 \| score_fraction \| Best score (across scorers) \| Higher is better \| \| `mean_score` \| 0.9944444444444445 \| score_fraction \| mean_score \| Higher is better \| ### Configuration benchmarkVersion OTIS Mock AIME 2024-2025 reasoningBudget Not reported Reasoning effort xhigh sourceModelVersion qwen3.8-max_xhigh ### Reported statistics Uncertainty Standard error: ±0.39 pp standardError 0.0038834738634418433 ### Source [Original source](https://epoch.ai/data/benchmark_data.zip#file=otis_mock_aime_2024_2025.csv) Source epoch ai Original model label qwen3.8-max Source version OTIS Mock AIME 2024-2025 Evaluated 2026-08-04T16:28:46.000Z Observed 2026-10-22T03:00:05.281Z Evidence SHA-256 `b7c9da8c0587c82f1e0d814ceb496c24308380b997a16203b6e5d39eb07f4f50` Source locator `/rows/140` |  |  |  |  |  |  |  |
| [Mystery Game Puzzles](https://benchize.com/benchmarks/epoch-ai%3Amystery_game_puzzles.md) | 38% | SE ±4.88 pp | 17 / 72 | — | — | [epoch ai · Mystery Game Puzzles](https://epoch.ai/data/benchmark_data.zip#file=mystery_game_puzzles.csv) |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `score` \| 0.38 \| score_fraction \| Best score (across scorers) \| Higher is better \| \| `mean_score` \| 0.38 \| score_fraction \| mean_score \| Higher is better \| ### Configuration benchmarkVersion Mystery Game Puzzles reasoningBudget Not reported Reasoning effort xhigh sourceModelVersion qwen3.8-max_xhigh ### Reported statistics Uncertainty Standard error: ±4.88 pp standardError 0.048783173121456344 ### Source [Original source](https://epoch.ai/data/benchmark_data.zip#file=mystery_game_puzzles.csv) Source epoch ai Original model label qwen3.8-max Source version Mystery Game Puzzles Evaluated 2026-08-05T01:42:38.000Z Observed 2026-10-22T03:00:05.281Z Evidence SHA-256 `f66941ed5e9520190b66af57d2b6fd62a9582077dd25ab8764ce651bc0eca00a` Source locator `/rows/119` |  |  |  |  |  |  |  |
| [FrontierMath Tier 4 v2 (private)](https://benchize.com/benchmarks/epoch-ai%3Afrontiermath_tier_4_v2.md) | 46.34% | SE ±7.88 pp | 22 / 39 | — | — | [epoch ai · FrontierMath-Tier-4-v2-Private](https://epoch.ai/data/benchmark_data.zip#file=frontiermath_tier_4_v2.csv) |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `score` \| 0.4634146341463415 \| score_fraction \| Best score (across scorers) \| Higher is better \| \| `mean_score` \| 0.4634146341463415 \| score_fraction \| mean_score \| Higher is better \| ### Configuration benchmarkVersion FrontierMath-Tier-4-v2-Private reasoningBudget Not reported Reasoning effort xhigh sourceModelVersion qwen3.8-max_xhigh ### Reported statistics Uncertainty Standard error: ±7.88 pp standardError 0.07884502378168105 ### Source [Original source](https://epoch.ai/data/benchmark_data.zip#file=frontiermath_tier_4_v2.csv) Source epoch ai Original model label qwen3.8-max Source version FrontierMath-Tier-4-v2-Private Evaluated 2026-08-04T19:32:51.000Z Observed 2026-10-22T03:00:05.281Z Evidence SHA-256 `2bbef8e82ac84071e3ce42bf744f4fc39dff04a549ccb1a288e3800918bc2e55` Source locator `/rows/31` |  |  |  |  |  |  |  |
| [DeepSWE](https://benchize.com/benchmarks/deepswe%3Av1.1.md) | 57.46% | Range 54.8–60.12% | 37 / 70 | $3.73 | 2,567.27s | [deepswe](https://deepswe.datacurve.ai/artifacts/v1.1/leaderboard-live.json) |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `pass_at_1` \| 0.5746102449888641 \| score_fraction \| scored_rollout_attempts \| Higher is better \| \| `pass_at_4` \| 0.831858407079646 \| score_fraction \| tasks_with_one_passing_rollout \| Higher is better \| \| `cost_per_attempt` \| 3.7290646500445437 \| USD \| scored_attempt \| Lower is better \| \| `duration` \| 2567.2746634654786 \| seconds \| scored_attempt \| Lower is better \| ### Configuration harness mini-swe-agent Reasoning effort xhigh sourceConfiguration mini_swe_agent_qwen3_8_max_xhigh ### Reported statistics Uncertainty Reported interval: 54.8–60.12% interval [0.5479823182637887,0.6012381717139396] intervalMethod 95% run-to-run: SE across repeated whole-benchmark passes (1.96 * std(runs)/sqrt(R)) runCount 4 sampleSize 449 taskCount 113 ### Source [Original source](https://deepswe.datacurve.ai/artifacts/v1.1/leaderboard-live.json) Source deepswe Original model label qwen3-8-max Observed 2026-10-22T03:50:05.889Z Evidence SHA-256 `a7c15d66288fd249c020b9931c017b92d1a3b90e480b3ff34974b752bd030019` Source locator `/rows/36` |  |  |  |  |  |  |  |

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Cite as: Qwen3.8 MaxExtra high — Benchize, https://benchize.com/models/qwen3-8-max-xhigh (retrieved 2026-10-22)