Compare/Gemini 3 Flash Preview (Reasoning) vs Kimi K2.5 (Non-reasoning)

Gemini 3 Flash Preview (Reasoning)vsKimi K2.5 (Non-reasoning)

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
Kimi

Kimi K2.5 (Non-reasoning)

Input
$0.6/M
Output
$3/M
Speed
33 tok/s
TTFT
1.40s

Winner by Category

Cheaper
Gemini 3 Flash Preview (Reasoning)
Faster (tok/s)
Gemini 3 Flash Preview (Reasoning)
Lower Latency
Kimi K2.5 (Non-reasoning)
Benchmarks (11-0)
Gemini 3 Flash Preview (Reasoning)

Pricing Comparison

MetricGemini 3 Flash Preview (Reasoning)Kimi K2.5 (Non-reasoning)
Input ($/M tokens)$0.5$0.6
Output ($/M tokens)$3$3
Cost for 1M input + 100K output tokens:
Gemini 3 Flash Preview (Reasoning)$0.80
Kimi K2.5 (Non-reasoning)$0.90

Speed Comparison

Output Speed (tokens/s) — higher is better
Gemini 3 Flash Preview (Reasoning)
180 tok/s
Kimi K2.5 (Non-reasoning)
33 tok/s
Time to First Token (seconds) — lower is better
Gemini 3 Flash Preview (Reasoning)
6.33s
Kimi K2.5 (Non-reasoning)
1.40s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
46.437.3
Coding Index
42.625.8
Math Index
97.0
GPQA Diamond
89.8%78.9%
MMLU-Pro
89.0%
LiveCodeBench
90.8%
AIME 2025
97.0%
MATH-500
Humanity's Last Exam
34.7%12.3%
SciCode
50.6%39.6%
IFBench
78.0%43.7%
TerminalBench
38.6%18.9%
Gemini 3 Flash Preview (Reasoning)11 wins
0 winsKimi K2.5 (Non-reasoning)

Frequently Asked Questions

Which is cheaper, Gemini 3 Flash Preview (Reasoning) or Kimi K2.5 (Non-reasoning)?

Gemini 3 Flash Preview (Reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $1.13/M tokens vs $1.20/M for Kimi K2.5 (Non-reasoning).

Which model performs better on benchmarks?

Gemini 3 Flash Preview (Reasoning) wins 11 out of 12 benchmarks compared to 0 for Kimi K2.5 (Non-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 33 tok/s. However, Kimi K2.5 (Non-reasoning) has lower time-to-first-token (1.40s vs 6.33s).

When should I use Gemini 3 Flash Preview (Reasoning) vs Kimi K2.5 (Non-reasoning)?

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