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

GPT-5.2 (xhigh)vsGemini 3 Flash Preview (Reasoning)

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

OpenAI

GPT-5.2 (xhigh)

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

Gemini 3 Flash Preview (Reasoning)

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

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 (8-3)
GPT-5.2 (xhigh)

Pricing Comparison

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

Speed Comparison

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

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
51.346.4
Coding Index
48.742.6
Math Index
99.097.0
GPQA Diamond
90.3%89.8%
MMLU-Pro
87.4%89.0%
LiveCodeBench
88.9%90.8%
AIME 2025
99.0%97.0%
MATH-500
Humanity's Last Exam
35.4%34.7%
SciCode
52.1%50.6%
IFBench
75.4%78.0%
TerminalBench
47.0%38.6%
GPT-5.2 (xhigh)8 wins
3 winsGemini 3 Flash Preview (Reasoning)

Frequently Asked Questions

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

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. However, Gemini 3 Flash Preview (Reasoning) has lower time-to-first-token (6.33s vs 74.69s).

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

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.