Compare/DeepSeek V3.2 (Non-reasoning) vs Gemini 3.1 Flash-Lite Preview

DeepSeek V3.2 (Non-reasoning)vsGemini 3.1 Flash-Lite Preview

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

DeepSeek

DeepSeek V3.2 (Non-reasoning)

Input
$0.5/M
Output
$1.6/M
Speed
TTFT
Google

Gemini 3.1 Flash-Lite Preview

Input
$0.25/M
Output
$1.5/M
Speed
284 tok/s
TTFT
5.00s

Winner by Category

Cheaper
Gemini 3.1 Flash-Lite Preview
Faster (tok/s)
Gemini 3.1 Flash-Lite Preview
Lower Latency
DeepSeek V3.2 (Non-reasoning)
Benchmarks (6-5)
DeepSeek V3.2 (Non-reasoning)

Pricing Comparison

MetricDeepSeek V3.2 (Non-reasoning)Gemini 3.1 Flash-Lite Preview
Input ($/M tokens)$0.5$0.25
Output ($/M tokens)$1.6$1.5
Cost for 1M input + 100K output tokens:
DeepSeek V3.2 (Non-reasoning)$0.66
Gemini 3.1 Flash-Lite Preview$0.40

Speed Comparison

Output Speed (tokens/s) — higher is better
DeepSeek V3.2 (Non-reasoning)
Gemini 3.1 Flash-Lite Preview
284 tok/s
Time to First Token (seconds) — lower is better
DeepSeek V3.2 (Non-reasoning)
Gemini 3.1 Flash-Lite Preview
5.00s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
32.133.5
Coding Index
34.630.1
Math Index
59.0
GPQA Diamond
75.1%82.2%
MMLU-Pro
83.7%
LiveCodeBench
59.3%
AIME 2025
59.0%
MATH-500
Humanity's Last Exam
10.5%16.2%
SciCode
38.7%41.9%
IFBench
49.0%77.2%
TerminalBench
32.6%24.2%
DeepSeek V3.2 (Non-reasoning)6 wins
5 winsGemini 3.1 Flash-Lite Preview

Frequently Asked Questions

Which is cheaper, DeepSeek V3.2 (Non-reasoning) or Gemini 3.1 Flash-Lite Preview?

Gemini 3.1 Flash-Lite Preview is cheaper overall. Its blended price (3:1 input/output ratio) is $0.56/M tokens vs $0.78/M for DeepSeek V3.2 (Non-reasoning).

Which model performs better on benchmarks?

DeepSeek V3.2 (Non-reasoning) wins 6 out of 12 benchmarks compared to 5 for Gemini 3.1 Flash-Lite Preview. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Gemini 3.1 Flash-Lite Preview generates tokens faster at 284 tok/s vs 0 tok/s. DeepSeek V3.2 (Non-reasoning) also has lower time-to-first-token (0.00s vs 5.00s).

When should I use DeepSeek V3.2 (Non-reasoning) vs Gemini 3.1 Flash-Lite Preview?

Choose based on your priorities: Gemini 3.1 Flash-Lite Preview for lower cost, DeepSeek V3.2 (Non-reasoning) for stronger benchmark performance, and Gemini 3.1 Flash-Lite Preview for faster generation. For latency-sensitive apps, check the TTFT comparison above.