HW4: Hashing and Randomized Algorithms

COMP 382: Reasoning about Algorithms · Assignment 4

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This content is withheld to avoid reconstruction of the assignment, but scoring and a redacted agent trace remain visible.

Rank	Model	Score	Written	Tests	Time	Cost
1	Claude Opus 4.6	100.0%	100.0%	0/0	3m 45s	$0.70
2	Claude Sonnet 4.6	100.0%	100.0%	0/0	4m 18s	$0.49
3	GPT-5.4	100.0%	100.0%	0/0	2m 06s	$0.00
4	GPT-5.3 Codex	100.0%	100.0%	0/0	1m 54s	$0.00
5	Composer 2	100.0%	100.0%	0/0	5m 16s	$0.00
6	GPT-5.5 (Low)	100.0%	100.0%	0/0	1m 40s	$0.36
7	GPT-5.5 (Medium)	100.0%	100.0%	0/0	2m 09s	$0.48
8	GPT-5.5 (High)	100.0%	100.0%	0/0	3m 15s	$0.68
9	GPT-5.5 (X-High)	100.0%	100.0%	0/0	4m 49s	$0.68
10	Claude Opus 4.7	99.5%	99.5%	0/0	3m 29s	$1.47
11	Gemini 3 Flash	98.0%	98.0%	0/0	2m 13s	$0.00
12	Claude Sonnet 4.0	87.0%	87.0%	0/0	2m 48s	$0.32
13	Claude Haiku 4.5	72.0%	72.0%	0/0	1m 19s	$0.11