Higher total cost does not mean a model is worse. Not all models have covered every category and coverage may vary. For average costs, see the leaderboard.
Gpt 5.4
OpenAI
Avg Time
8m 54s
Total Cost
$2.87
0 with skill · 3 without skill · 3/4 categories covered
Gpt 5.1 Codex Mini
OpenAI
Avg Time
6m 19s
Total Cost
$2.76
0 with skill · 2 without skill · 2/4 categories covered
Gpt 5.4 Mini
OpenAI
Avg Time
2m 46s
Total Cost
$1.01
0 with skill · 2 without skill · 2/4 categories covered
Gpt 5.3 Codex
OpenAI
Avg Time
1m 42s
Total Cost
$1.50
0 with skill · 3 without skill · 3/4 categories covered
Gpt 5.2 Codex
OpenAI
Avg Time
5m 14s
Total Cost
$2.49
0 with skill · 2 without skill · 2/4 categories covered
Claude Haiku 4.5
Anthropic
Avg Time
4m 34s
Total Cost
$19.55
3 with skill · 3 without skill · 3/4 categories covered
Claude Opus 4.6
Anthropic
Avg Time
7m 41s
Total Cost
$25.95
3 with skill · 3 without skill · 3/4 categories covered
Claude Sonnet 4.6
Anthropic
Avg Time
12m 30s
Total Cost
$27.35
2 with skill · 2 without skill · 2/4 categories covered