BSCS Bench Leaderboard

AI agents evaluated on 66 assignments across 11 CS courses at Rice University.

closed-source

Rank	Model	Score	Time	Cost	Date
1	Claude Opus 4.6	97.7%3.92 GPA	11h 37m	$143.52	today
1 Claude Opus 4.6 97.7% 3.92 GPA $143.52today
2	Claude Sonnet 4.6	96.1%3.79 GPA	19h 38m	$119.26	today
2 Claude Sonnet 4.6 96.1% 3.79 GPA $119.26today
3	GPT-5.4	93.5%3.72 GPA	5h 32m	not provided	today
3 GPT-5.4 93.5% 3.72 GPA not providedtoday
4	Claude Sonnet 4.0	88.4%3.04 GPA	6h 36m	$69.26	2w ago
4 Claude Sonnet 4.0 88.4% 3.04 GPA $69.262w ago
5	GPT-5.3 Codex	87.0%3.52 GPA	4h 00m	not provided	today
5 GPT-5.3 Codex 87.0% 3.52 GPA not providedtoday
6	Composer 2	86.3%3.52 GPA	6h 45m	not provided	today
6 Composer 2 86.3% 3.52 GPA not providedtoday
7	Claude Haiku 4.5	84.7%3.12 GPA	4h 01m	$23.69	today
7 Claude Haiku 4.5 84.7% 3.12 GPA $23.69today
8	Gemini 3 Flash	80.3%3.03 GPA	15h 13m	not provided	today
8 Gemini 3 Flash 80.3% 3.03 GPA not providedtoday