AA-Briefcase - PDF - Rubric Pass Rate: leaderboard

Artificial Analysis's private AA-Briefcase business-workflow evaluation restricted to tasks whose deliverable is a PDF file: the share of rubric criteria the deliverables pass. Reported 0-100 (%); higher is better. Task-weighted, these file-type rates reproduce the AA-Briefcase rubric pass rate.

Metric: Rubric Pass Rate (%). Source: artificialanalysis.ai. Saturation forecast: Around April 2027. 249 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 4 Argon (High)72.41#9 (Gemini 4 Argon)
2Muse Wonder Full (Max)67.24#12 (Muse Wonder Full)
3Muse Wonder (Max)65.52#18 (Muse Wonder)
4Muse Spark 1.3 (Max)64.66#31 (Muse Spark 1.3)
5Qwen 3.8 Max (0902)63.79#36
6Gemini 4 Carbon (High)63.79#1 (Gemini 4 Carbon)
7Grok 4.7 (xHigh)62.93#26 (Grok 4.7)
8Claude Opus 5 (xHigh)62.93#16 (Claude Opus 5)
9Grok 4.6 (xHigh)59.48#29 (Grok 4.6)
10Muse Spark 1.3 (xHigh)59.48#31 (Muse Spark 1.3)
11Claude Opus 5 (Max)58.62#16 (Claude Opus 5)
12MiMo-V2.6-Pro56.9#48
13Grok 4.6 (Medium)56.9#29 (Grok 4.6)
14Grok 4.6 (High)56.03#29 (Grok 4.6)
15Grok 4.7 (High)56.03#26 (Grok 4.7)

No result here: #3 Claude Opus 5.5, #10 Claude Fable 5.1.

Interactive version: theaggregate.ai/benchmark?slug=aa-briefcase-pdf-rubric-pass-rate · How It Works · Data refreshed daily, snapshot 2026-11-05.