Overview Leaderboard Dashboard Methodology About Us

Analytics Dashboard

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Analytics Dashboard

Top Overall Score
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Avg. Score (all models)
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Tasks in Benchmark
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Models Evaluated
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Question Distribution
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Tasks
API Cost Analysis
Prices as of · sorted by cost/task
Model In $/1M Out $/1M Cost/Task

Avg. Token Usage per Task
Total input + output tokens · 1 trial per task

Cost-Efficiency: Score vs. Avg. Cost per Task
Score vs. Output Speed
AccountingBench score vs. output tokens per second · Source: Artificial Analysis ()
Confidence–Performance Calibration
AccountingBench score versus model confidence · bins with fewer than three observations are omitted.
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Dataset Composition

Category & Task Type
CategoryTasksShare
Task TypeTasksShare
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Question Format & Education Level
Question FormatTasksShare
Education LevelTasksShare
Regulatory Framework Distribution
Regulatory FrameworkTasksShare