Compare/Gemini 3 Pro Preview (high) vs Gemini 3 Flash Preview (Reasoning)

Gemini 3 Pro Preview (high)vsGemini 3 Flash Preview (Reasoning)

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

Google

Gemini 3 Pro Preview (high)

Input
$2/M
Output
$12/M
Speed
127 tok/s
TTFT
19.67s
Google

Gemini 3 Flash Preview (Reasoning)

Input
$0.5/M
Output
$3/M
Speed
191 tok/s
TTFT
5.47s

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)
Gemini 3 Pro Preview (high)

Pricing Comparison

MetricGemini 3 Pro Preview (high)Gemini 3 Flash Preview (Reasoning)
Input ($/M tokens)$2$0.5
Output ($/M tokens)$12$3
Cost for 1M input + 100K output tokens:
Gemini 3 Pro Preview (high)$3.20
Gemini 3 Flash Preview (Reasoning)$0.80

Speed Comparison

Output Speed (tokens/s) — higher is better
Gemini 3 Pro Preview (high)
127 tok/s
Gemini 3 Flash Preview (Reasoning)
191 tok/s
Time to First Token (seconds) — lower is better
Gemini 3 Pro Preview (high)
19.67s
Gemini 3 Flash Preview (Reasoning)
5.47s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
48.446.4
Coding Index
46.542.6
Math Index
95.797.0
GPQA Diamond
90.8%89.8%
MMLU-Pro
89.8%89.0%
LiveCodeBench
91.7%90.8%
AIME 2025
95.7%97.0%
MATH-500
Humanity's Last Exam
37.2%34.7%
SciCode
56.1%50.6%
IFBench
70.4%78.0%
TerminalBench
41.7%38.6%
Gemini 3 Pro Preview (high)8 wins
3 winsGemini 3 Flash Preview (Reasoning)

Frequently Asked Questions

Which is cheaper, Gemini 3 Pro Preview (high) 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 $4.50/M for Gemini 3 Pro Preview (high).

Which model performs better on benchmarks?

Gemini 3 Pro Preview (high) 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 191 tok/s vs 127 tok/s. However, Gemini 3 Flash Preview (Reasoning) has lower time-to-first-token (5.47s vs 19.67s).

When should I use Gemini 3 Pro Preview (high) vs Gemini 3 Flash Preview (Reasoning)?

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