Compare/DeepSeek V3.2 (Non-reasoning) vs Gemma 4 26B A4B (Reasoning)

DeepSeek V3.2 (Non-reasoning)vsGemma 4 26B A4B (Reasoning)

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

DeepSeek

DeepSeek V3.2 (Non-reasoning)

Input
$0.28/M
Output
$0.42/M
Speed
41 tok/s
TTFT
1.42s
Google

Gemma 4 26B A4B (Reasoning)

Input
$0.13/M
Output
$0.4/M
Speed
TTFT

Winner by Category

Cheaper
Gemma 4 26B A4B (Reasoning)
Faster (tok/s)
DeepSeek V3.2 (Non-reasoning)
Lower Latency
Gemma 4 26B A4B (Reasoning)
Benchmarks (7-4)
DeepSeek V3.2 (Non-reasoning)

Pricing Comparison

MetricDeepSeek V3.2 (Non-reasoning)Gemma 4 26B A4B (Reasoning)
Input ($/M tokens)$0.28$0.13
Output ($/M tokens)$0.42$0.4
Cost for 1M input + 100K output tokens:
DeepSeek V3.2 (Non-reasoning)$0.32
Gemma 4 26B A4B (Reasoning)$0.17

Speed Comparison

Output Speed (tokens/s) — higher is better
DeepSeek V3.2 (Non-reasoning)
41 tok/s
Gemma 4 26B A4B (Reasoning)
Time to First Token (seconds) — lower is better
DeepSeek V3.2 (Non-reasoning)
1.42s
Gemma 4 26B A4B (Reasoning)

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
32.131.2
Coding Index
34.622.4
Math Index
59.0
GPQA Diamond
75.1%79.2%
MMLU-Pro
83.7%
LiveCodeBench
59.3%
AIME 2025
59.0%
MATH-500
Humanity's Last Exam
10.5%18.3%
SciCode
38.7%40.0%
IFBench
49.0%72.4%
TerminalBench
32.6%13.6%
DeepSeek V3.2 (Non-reasoning)7 wins
4 winsGemma 4 26B A4B (Reasoning)

Frequently Asked Questions

Which is cheaper, DeepSeek V3.2 (Non-reasoning) or Gemma 4 26B A4B (Reasoning)?

Gemma 4 26B A4B (Reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.20/M tokens vs $0.32/M for DeepSeek V3.2 (Non-reasoning).

Which model performs better on benchmarks?

DeepSeek V3.2 (Non-reasoning) wins 7 out of 12 benchmarks compared to 4 for Gemma 4 26B A4B (Reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

DeepSeek V3.2 (Non-reasoning) generates tokens faster at 41 tok/s vs 0 tok/s. However, Gemma 4 26B A4B (Reasoning) has lower time-to-first-token (0.00s vs 1.42s).

When should I use DeepSeek V3.2 (Non-reasoning) vs Gemma 4 26B A4B (Reasoning)?

Choose based on your priorities: Gemma 4 26B A4B (Reasoning) for lower cost, DeepSeek V3.2 (Non-reasoning) for stronger benchmark performance, and DeepSeek V3.2 (Non-reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.