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

Kimi K2.5 (Non-reasoning)vsGemini 3 Flash Preview (Reasoning)

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

Kimi

Kimi K2.5 (Non-reasoning)

Input
$0.6/M
Output
$3/M
Speed
33 tok/s
TTFT
1.40s
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
Kimi K2.5 (Non-reasoning)
Benchmarks (0-11)
Gemini 3 Flash Preview (Reasoning)

Pricing Comparison

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

Speed Comparison

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

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
37.346.4
Coding Index
25.842.6
Math Index
97.0
GPQA Diamond
78.9%89.8%
MMLU-Pro
89.0%
LiveCodeBench
90.8%
AIME 2025
97.0%
MATH-500
Humanity's Last Exam
12.3%34.7%
SciCode
39.6%50.6%
IFBench
43.7%78.0%
TerminalBench
18.9%38.6%
Kimi K2.5 (Non-reasoning)0 wins
11 winsGemini 3 Flash Preview (Reasoning)

Frequently Asked Questions

Which is cheaper, Kimi K2.5 (Non-reasoning) 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 $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. Kimi K2.5 (Non-reasoning) also has lower time-to-first-token (1.40s vs 6.33s).

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