Compare/Gemini 3 Flash Preview (Reasoning) vs GPT-5.2 (xhigh)

Gemini 3 Flash Preview (Reasoning)vsGPT-5.2 (xhigh)

Side-by-side comparison of pricing, 12 benchmarks, and generation speed.

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Gemini 3 Flash Preview (Reasoning)

Input
$0.5/M
Output
$3/M
Speed
180 tok/s
TTFT
6.33s
OpenAI

GPT-5.2 (xhigh)

Input
$1.75/M
Output
$14/M
Speed
66 tok/s
TTFT
74.69s

Winner by Category

Cheaper
Gemini 3 Flash Preview (Reasoning)
Faster (tok/s)
Gemini 3 Flash Preview (Reasoning)
Lower Latency
Gemini 3 Flash Preview (Reasoning)
Benchmarks (3-8)
GPT-5.2 (xhigh)

Pricing Comparison

MetricGemini 3 Flash Preview (Reasoning)GPT-5.2 (xhigh)
Input ($/M tokens)$0.5$1.75
Output ($/M tokens)$3$14
Cost for 1M input + 100K output tokens:
Gemini 3 Flash Preview (Reasoning)$0.80
GPT-5.2 (xhigh)$3.15

Speed Comparison

Output Speed (tokens/s) — higher is better
Gemini 3 Flash Preview (Reasoning)
180 tok/s
GPT-5.2 (xhigh)
66 tok/s
Time to First Token (seconds) — lower is better
Gemini 3 Flash Preview (Reasoning)
6.33s
GPT-5.2 (xhigh)
74.69s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
46.451.3
Coding Index
42.648.7
Math Index
97.099.0
GPQA Diamond
89.8%90.3%
MMLU-Pro
89.0%87.4%
LiveCodeBench
90.8%88.9%
AIME 2025
97.0%99.0%
MATH-500
Humanity's Last Exam
34.7%35.4%
SciCode
50.6%52.1%
IFBench
78.0%75.4%
TerminalBench
38.6%47.0%
Gemini 3 Flash Preview (Reasoning)3 wins
8 winsGPT-5.2 (xhigh)

Frequently Asked Questions

Which is cheaper, Gemini 3 Flash Preview (Reasoning) or GPT-5.2 (xhigh)?

Gemini 3 Flash Preview (Reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $1.13/M tokens vs $4.81/M for GPT-5.2 (xhigh).

Which model performs better on benchmarks?

GPT-5.2 (xhigh) wins 8 out of 12 benchmarks compared to 3 for Gemini 3 Flash Preview (Reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Gemini 3 Flash Preview (Reasoning) generates tokens faster at 180 tok/s vs 66 tok/s. Gemini 3 Flash Preview (Reasoning) also has lower time-to-first-token (6.33s vs 74.69s).

When should I use Gemini 3 Flash Preview (Reasoning) vs GPT-5.2 (xhigh)?

Choose based on your priorities: Gemini 3 Flash Preview (Reasoning) for lower cost, GPT-5.2 (xhigh) for stronger benchmark performance, and Gemini 3 Flash Preview (Reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.