BrowseComp 52.0% z.ai for GLM-4.7 on BrowseComp BrowseComp (opens in a new tab) BrowseComp Accuracy Reported December 22, 2025 Launch post Z.ai Self-reported Record for GLM-4.7 on BrowseComp BrowseComp GPQA Diamond 85.7% z.ai for GLM-4.7 on Graduate-Level Google-Proof Q&A Diamond (opens in a new tab) GPQA Diamond Accuracy Reported December 22, 2025 Launch post Z.ai Self-reported Record for GLM-4.7 on Graduate-Level Google-Proof Q&A Diamond GPQA Diamond — Epoch AI harness Configuration: Epoch AI harness 83.3% epoch.ai for GLM-4.7 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 January 29, 2026 at 8:49 PM UTC Benchmark leaderboard Epoch AI Independent Record for GLM-4.7 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 80.1% vals.ai for GLM-4.7 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 GLM-4.7 on Graduate-Level Google-Proof Q&A Diamond — Vals AI harness MCP Atlas Public, April 2026 update 58.1% labs.scale.com for GLM-4.7 on MCP Atlas Public, April 2026 update (opens in a new tab) Pass rate Reported September 24, 2026 Benchmark leaderboard Scale AI Independent Record for GLM-4.7 on MCP Atlas Public, April 2026 update MMLU-Pro Original 84.3% z.ai for GLM-4.7 on MMLU-Pro Original (opens in a new tab) Accuracy Reported December 22, 2025 Launch post Z.ai Self-reported Record for GLM-4.7 on MMLU-Pro Original MMLU-Pro Original — Vals AI harness Configuration: Vals AI harness 82.7% vals.ai for GLM-4.7 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 GLM-4.7 on MMLU-Pro Original — Vals AI harness SimpleQA Verified Original — Epoch AI harness Configuration: Epoch AI harness 32.2% epoch.ai for GLM-4.7 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 7:36 PM UTC Benchmark leaderboard Epoch AI Independent Record for GLM-4.7 on SimpleQA Verified Original — Epoch AI harness SWE-bench Multilingual 66.7% z.ai for GLM-4.7 on SWE-bench Multilingual (opens in a new tab) Resolved Tasks Reported December 22, 2025 Launch post Z.ai Self-reported Record for GLM-4.7 on SWE-bench Multilingual SWE-bench Verified 73.8% z.ai for GLM-4.7 on SWE-bench Verified (opens in a new tab) Resolved Tasks Reported December 22, 2025 Launch post Z.ai Self-reported Record for GLM-4.7 on SWE-bench Verified SWE-bench Verified — Vals AI mini-swe-agent Configuration: mini-swe-agent harness 69.4% vals.ai for GLM-4.7 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 GLM-4.7 on SWE-bench Verified — Vals AI mini-swe-agent Terminal-Bench 2.0 41.0% z.ai for GLM-4.7 on Terminal-Bench 2.0 (opens in a new tab) Terminal-Bench Accuracy Reported December 22, 2025 Launch post Z.ai Self-reported Record for GLM-4.7 on Terminal-Bench 2.0 Terminal-Bench 2.0 — Vals AI Terminus 2 Configuration: Terminus-2 harness 38.2% vals.ai for GLM-4.7 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 GLM-4.7 on Terminal-Bench 2.0 — Vals AI Terminus 2 Toolathlon Original 23.8% toolathlon.xyz for GLM-4.7 on Toolathlon Original (opens in a new tab) Archived copy (opens in a new tab) Tasks completed Reported December 25, 2025 Benchmark leaderboard Toolathlon Independent Toolathlon Authors Record for GLM-4.7 on Toolathlon Original