Chartography October 2026 leaderboard Effort: xHigh 17.2% surgehq.ai for Muse Glimmer 30B (xHigh) on Chartography October 2026 leaderboard (opens in a new tab) Archived copy (opens in a new tab) Chartography Pass@1 Reported October 7, 2026 Benchmark leaderboard Surge AI Independent Record for Muse Glimmer 30B on Chartography October 2026 leaderboard CharXiv Reasoning — No tools Effort: High Configuration: No tools 78.8% dev.meta.ai for Muse Glimmer 30B (high) on CharXiv Reasoning — No tools (opens in a new tab) CharXiv Accuracy Reported August 10, 2026 Model page Meta Self-reported Record for Muse Glimmer 30B on CharXiv Reasoning — No tools DeepSearchQA 900-prompt set Effort: High 74.6% dev.meta.ai for Muse Glimmer 30B (high) on DeepSearchQA 900-prompt set (opens in a new tab) F1 score Reported August 10, 2026 Model page Meta Self-reported Record for Muse Glimmer 30B on DeepSearchQA 900-prompt set GAIA2 Public 800 tasks Effort: High 43.3% dev.meta.ai for Muse Glimmer 30B (high) on GAIA2 Public 800 tasks (opens in a new tab) Task success rate Reported August 10, 2026 Model page Meta Self-reported Record for Muse Glimmer 30B on GAIA2 Public 800 tasks IFBench Original Effort: High 77.0% dev.meta.ai for Muse Glimmer 30B (high) on IFBench Original (opens in a new tab) Accuracy Reported August 10, 2026 Model page Meta Self-reported Record for Muse Glimmer 30B on IFBench Original OSWorld Verified Effort: High 65.9% dev.meta.ai for Muse Glimmer 30B (high) on OSWorld Verified (opens in a new tab) OSWorld-Verified success rate Reported August 10, 2026 Model page Meta Self-reported Record for Muse Glimmer 30B on OSWorld Verified Riemann-bench October 2026 leaderboard Effort: xHigh 13.6% surgehq.ai for Muse Glimmer 30B (xHigh) on Riemann-bench October 2026 leaderboard (opens in a new tab) Archived copy (opens in a new tab) Riemann-bench Pass@1 Reported October 7, 2026 Benchmark leaderboard Surge AI Independent Record for Muse Glimmer 30B on Riemann-bench October 2026 leaderboard SkillsBench 86-task set — With skills Effort: High Configuration: With skills 44.3% dev.meta.ai for Muse Glimmer 30B (high) on SkillsBench 86-task set — With skills (opens in a new tab) Task success rate Reported August 10, 2026 Model page Meta Self-reported Record for Muse Glimmer 30B on SkillsBench 86-task set — With skills SWE-bench Verified Effort: High 76.0% dev.meta.ai for Muse Glimmer 30B (high) on SWE-bench Verified (opens in a new tab) Resolved Tasks Reported August 10, 2026 Model page Meta Self-reported Record for Muse Glimmer 30B on SWE-bench Verified SWE-bench Pro Public Effort: High 51.2% dev.meta.ai for Muse Glimmer 30B (high) on SWE-bench Pro Public (opens in a new tab) Public tasks resolved Reported August 10, 2026 Model page Meta Self-reported Record for Muse Glimmer 30B on SWE-bench Pro Public