Head-to-head comparison across 3benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
GPT-5.4 Pro
91
MAI-Thinking-1
65
Verified leaderboard positions: GPT-5.4 Pro unranked · MAI-Thinking-1 #23
Pick GPT-5.4 Pro if you want the stronger benchmark profile. MAI-Thinking-1 only becomes the better choice if mathematics is the priority.
Agentic
+43.3 difference
Knowledge
+20.9 difference
Math
+47.0 difference
GPT-5.4 Pro
MAI-Thinking-1
$30 / $180
N/A
74 t/s
N/A
151.79s
N/A
1.05M
256K
Pick GPT-5.4 Pro if you want the stronger benchmark profile. MAI-Thinking-1 only becomes the better choice if mathematics is the priority.
GPT-5.4 Pro is clearly ahead on the provisional aggregate, 91 to 65. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
GPT-5.4 Pro's sharpest advantage is in agentic, where it averages 89.3 against 46. MAI-Thinking-1 does hit back in mathematics, so the answer changes if that is the part of the workload you care about most.
GPT-5.4 Pro gives you the larger context window at 1.05M, compared with 256K for MAI-Thinking-1.
GPT-5.4 Pro is ahead on BenchLM's provisional leaderboard, 91 to 65.
MAI-Thinking-1 has the edge for knowledge tasks in this comparison, averaging 69.9 versus 49. GPT-5.4 Pro stays close enough that the answer can still flip depending on your workload.
MAI-Thinking-1 has the edge for math in this comparison, averaging 97 versus 50. GPT-5.4 Pro stays close enough that the answer can still flip depending on your workload.
GPT-5.4 Pro has the edge for agentic tasks in this comparison, averaging 89.3 versus 46. MAI-Thinking-1 stays close enough that the answer can still flip depending on your workload.
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