AI2D TEST 94.4% qwen.ai for Qwen3.6-Plus on AI2D TEST (opens in a new tab) Accuracy Reported April 2, 2026 Launch post Qwen Team Self-reported Record for Qwen3.6-Plus on AI2D TEST AutomationBench 1.0.6 Effort: High 4.3% zapier.com for Qwen3.6-Plus (high) on AutomationBench 1.0.6 (opens in a new tab) Archived copy (opens in a new tab) Task pass rate Reported October 7, 2026 Benchmark leaderboard Zapier Independent Zapier AutomationBench Team Record for Qwen3.6-Plus on AutomationBench 1.0.6 Finance Agent Benchmark 2 — October 2026 evaluation 40.8% vals.ai for Qwen3.6-Plus on Finance Agent Benchmark 2 — October 2026 evaluation (opens in a new tab) Archived copy (opens in a new tab) Finance Agent Accuracy Reported October 6, 2026 Benchmark leaderboard Vals AI Independent Record for Qwen3.6-Plus on Finance Agent Benchmark 2 — October 2026 evaluation GPQA Diamond — Epoch AI harness Configuration: Epoch AI harness 88.4% epoch.ai for Qwen3.6-Plus on Graduate-Level Google-Proof Q&A Diamond — Epoch AI harness (opens in a new tab) Archived copy (opens in a new tab) GPQA Diamond Accuracy Reported October 7, 2026 Evaluated August 7, 2026 at 12:31 AM UTC Benchmark leaderboard Epoch AI Independent Record for Qwen3.6-Plus on Graduate-Level Google-Proof Q&A Diamond — Epoch AI harness GPQA Diamond — Vals AI harness Configuration: Vals AI harness: mean of zero-shot and few-shot CoT 87.4% vals.ai for Qwen3.6-Plus on Graduate-Level Google-Proof Q&A Diamond — Vals AI harness (opens in a new tab) Archived copy (opens in a new tab) GPQA Diamond Accuracy Reported September 1, 2026 Benchmark leaderboard Vals AI Independent Record for Qwen3.6-Plus on Graduate-Level Google-Proof Q&A Diamond — Vals AI harness HLAB October 2026 evaluation 1.3% vals.ai for Qwen3.6-Plus on Harvey's Legal Agent Benchmark October 2026 evaluation (opens in a new tab) Archived copy (opens in a new tab) HLAB Task Pass Rate Reported October 6, 2026 Benchmark leaderboard Vals AI Independent Record for Qwen3.6-Plus on Harvey's Legal Agent Benchmark October 2026 evaluation IFBench Original 74.2% alibabacloud.com for Qwen3.6-Plus on IFBench Original (opens in a new tab) Accuracy Reported April 2, 2026 Launch post Alibaba Cloud Community Self-reported Qwen Team Record for Qwen3.6-Plus on IFBench Original LongBench v2 62.0% qwen.ai for Qwen3.6-Plus on LongBench v2 (opens in a new tab) Multiple-choice accuracy Reported April 2, 2026 Launch post Qwen Team Self-reported Record for Qwen3.6-Plus on LongBench v2 MATH-Vision Original 88.0% alibabacloud.com for Qwen3.6-Plus on MATH-Vision Original (opens in a new tab) Accuracy Reported June 3, 2026 Launch post Alibaba Cloud Community Self-reported Qwen Team Record for Qwen3.6-Plus on MATH-Vision Original MedXpertQA MM 68.7% alibabacloud.com for Qwen3.6-Plus on MedXpertQA MM (opens in a new tab) Accuracy Reported June 3, 2026 Launch post Alibaba Cloud Community Self-reported Qwen Team Record for Qwen3.6-Plus on MedXpertQA MM MMLU-Pro Original 88.5% alibabacloud.com for Qwen3.6-Plus on MMLU-Pro Original (opens in a new tab) Accuracy Reported April 2, 2026 Launch post Alibaba Cloud Community Self-reported Qwen Team Record for Qwen3.6-Plus on MMLU-Pro Original MMLU-Pro Original — Vals AI harness Configuration: Vals AI harness 87.7% vals.ai for Qwen3.6-Plus on MMLU-Pro Original — Vals AI harness (opens in a new tab) Archived copy (opens in a new tab) Accuracy Reported September 1, 2026 Benchmark leaderboard Vals AI Independent Record for Qwen3.6-Plus on MMLU-Pro Original — Vals AI harness MMMLU Original 89.5% qwen.ai for Qwen3.6-Plus on MMMLU Original (opens in a new tab) Multiple-choice accuracy Reported April 2, 2026 Launch post Qwen Team Self-reported Record for Qwen3.6-Plus on MMMLU Original MMMU-Pro Vals AI harness Configuration: Vals AI harness 84.2% vals.ai for Qwen3.6-Plus on MMMU-Pro Vals AI harness (opens in a new tab) Archived copy (opens in a new tab) MMMU-Pro accuracy Setting: Standard (4 options) Reported September 1, 2026 Benchmark leaderboard Vals AI Independent Record for Qwen3.6-Plus on MMMU-Pro Vals AI harness OSWorld Verified Effort: None Reported as: enable_thinking=False 62.5% alibabacloud.com for Qwen3.6-Plus (enable_thinking=False) on OSWorld Verified (opens in a new tab) OSWorld-Verified success rate Reported June 3, 2026 Launch post Alibaba Cloud Community Self-reported Qwen Team Record for Qwen3.6-Plus on OSWorld Verified RealWorldQA Original 85.4% qwen.ai for Qwen3.6-Plus on RealWorldQA Original (opens in a new tab) Answer accuracy Reported April 2, 2026 Launch post Qwen Team Self-reported Record for Qwen3.6-Plus on RealWorldQA Original SciCode Original 41.4% alibabacloud.com for Qwen3.6-Plus on SciCode Original (opens in a new tab) Accuracy Reported June 3, 2026 Launch post Alibaba Cloud Community Self-reported Qwen Team Record for Qwen3.6-Plus on SciCode Original SimpleQA Verified Original — Epoch AI harness Configuration: Epoch AI harness 44.1% epoch.ai for Qwen3.6-Plus on SimpleQA Verified Original — Epoch AI harness (opens in a new tab) Archived copy (opens in a new tab) Accuracy Reported October 7, 2026 Evaluated August 27, 2026 at 7:34 PM UTC Benchmark leaderboard Epoch AI Independent Record for Qwen3.6-Plus on SimpleQA Verified Original — Epoch AI harness SkillsBench 78-task self-contained subset — OpenCode Configuration: OpenCode harness 45.7% alibabacloud.com for Qwen3.6-Plus on SkillsBench 78-task self-contained subset — OpenCode (opens in a new tab) Task success rate Reported April 2, 2026 Launch post Alibaba Cloud Community Self-reported Qwen Team Record for Qwen3.6-Plus on SkillsBench 78-task self-contained subset — OpenCode SWE-bench Multilingual 73.8% alibabacloud.com for Qwen3.6-Plus on SWE-bench Multilingual (opens in a new tab) Resolved Tasks Reported April 2, 2026 Launch post Alibaba Cloud Community Self-reported Qwen Team Record for Qwen3.6-Plus on SWE-bench Multilingual SWE-bench Verified 78.8% alibabacloud.com for Qwen3.6-Plus on SWE-bench Verified (opens in a new tab) Resolved Tasks Reported April 2, 2026 Launch post Alibaba Cloud Community Self-reported Qwen Team Record for Qwen3.6-Plus on SWE-bench Verified SWE-bench Verified — Epoch AI harness Configuration: Epoch AI harness 57.9% epoch.ai for Qwen3.6-Plus on SWE-bench Verified — Epoch AI harness (opens in a new tab) Archived copy (opens in a new tab) Resolved Tasks Reported October 7, 2026 Evaluated May 14, 2026 at 5:28 PM UTC Benchmark leaderboard Epoch AI Independent Record for Qwen3.6-Plus on SWE-bench Verified — Epoch AI harness SWE-bench Verified — Vals AI mini-swe-agent Configuration: mini-swe-agent harness 73.4% vals.ai for Qwen3.6-Plus on SWE-bench Verified — Vals AI mini-swe-agent (opens in a new tab) Archived copy (opens in a new tab) Resolved Tasks Reported September 1, 2026 Benchmark leaderboard Vals AI Independent Record for Qwen3.6-Plus on SWE-bench Verified — Vals AI mini-swe-agent SWE-bench Pro Public — Qwen3.6 refined tasks Configuration: Qwen3.6 refined tasks 56.6% alibabacloud.com for Qwen3.6-Plus on SWE-bench Pro Public — Qwen3.6 refined tasks (opens in a new tab) Public tasks resolved Reported April 2, 2026 Launch post Alibaba Cloud Community Self-reported Qwen Team Record for Qwen3.6-Plus on SWE-bench Pro Public — Qwen3.6 refined tasks Terminal-Bench 2.0 — Qwen3.6 Harbor/Terminus-2 Configuration: Qwen3.6 Harbor/Terminus-2 harness 61.6% alibabacloud.com for Qwen3.6-Plus on Terminal-Bench 2.0 — Qwen3.6 Harbor/Terminus-2 (opens in a new tab) Terminal-Bench Accuracy Reported April 2, 2026 Launch post Alibaba Cloud Community Self-reported Qwen Team Record for Qwen3.6-Plus on Terminal-Bench 2.0 — Qwen3.6 Harbor/Terminus-2 Terminal-Bench 2.0 — Vals AI Terminus 2 Configuration: Terminus-2 harness 44.9% vals.ai for Qwen3.6-Plus on Terminal-Bench 2.0 — Vals AI Terminus 2 (opens in a new tab) Archived copy (opens in a new tab) Terminal-Bench Accuracy Reported June 4, 2026 Benchmark leaderboard Vals AI Independent Record for Qwen3.6-Plus on Terminal-Bench 2.0 — Vals AI Terminus 2 Terminal-Bench 2.1 — Vals AI Terminus 2 Configuration: Terminus-2 harness 53.2% vals.ai for Qwen3.6-Plus on Terminal-Bench 2.1 — Vals AI Terminus 2 (opens in a new tab) Archived copy (opens in a new tab) Terminal-Bench Accuracy Reported September 28, 2026 Benchmark leaderboard Vals AI Independent Record for Qwen3.6-Plus on Terminal-Bench 2.1 — Vals AI Terminus 2 Vibe Code Bench 1.1 — OpenHands, October 2026 evaluation Configuration: OpenHands harness 25.6% vals.ai for Qwen3.6-Plus on Vibe Code Bench 1.1 — OpenHands, October 2026 evaluation (opens in a new tab) Archived copy (opens in a new tab) Vibe Code Bench Score Reported October 6, 2026 Benchmark leaderboard Vals AI Independent Record for Qwen3.6-Plus on Vibe Code Bench 1.1 — OpenHands, October 2026 evaluation