Head-to-head comparison across 2benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
Gemini 3 Pro
81
GPT-5.2
79
Pick Gemini 3 Pro if you want the stronger benchmark profile. GPT-5.2 only becomes the better choice if reasoning is the priority or you want the stronger reasoning-first profile.
Reasoning
+21.8 difference
Multimodal
+0.8 difference
Gemini 3 Pro
GPT-5.2
$2 / $12
$1.75 / $14
109 t/s
73 t/s
32.65s
130.34s
2M
400K
Pick Gemini 3 Pro if you want the stronger benchmark profile. GPT-5.2 only becomes the better choice if reasoning is the priority or you want the stronger reasoning-first profile.
Gemini 3 Pro has the cleaner provisional overall profile here, landing at 81 versus 79. It is a real lead, but still close enough that category-level strengths matter more than the headline number.
Gemini 3 Pro's sharpest advantage is in multimodal & grounded, where it averages 81.1 against 80.3. The single biggest benchmark swing on the page is ARC-AGI-2, 31.1% to 52.9%. GPT-5.2 does hit back in reasoning, so the answer changes if that is the part of the workload you care about most.
GPT-5.2 is also the more expensive model on tokens at $1.75 input / $14.00 output per 1M tokens, versus $2.00 input / $12.00 output per 1M tokens for Gemini 3 Pro. GPT-5.2 is the reasoning model in the pair, while Gemini 3 Pro is not. That usually helps on harder chain-of-thought-heavy tests, but it can also mean more latency and more token spend in real use. Gemini 3 Pro gives you the larger context window at 2M, compared with 400K for GPT-5.2.
Gemini 3 Pro is ahead on BenchLM's provisional leaderboard, 81 to 79. The biggest single separator in this matchup is ARC-AGI-2, where the scores are 31.1% and 52.9%.
GPT-5.2 has the edge for reasoning in this comparison, averaging 52.9 versus 31.1. Inside this category, ARC-AGI-2 is the benchmark that creates the most daylight between them.
Gemini 3 Pro has the edge for multimodal and grounded tasks in this comparison, averaging 81.1 versus 80.3. Inside this category, V* is the benchmark that creates the most daylight between them.
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