Compare/Gemma 3 12B Instruct vs DeepSeek V4 Flash (Reasoning, High Effort)

Gemma 3 12B InstructvsDeepSeek V4 Flash (Reasoning, High Effort)

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

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Gemma 3 12B Instruct

Input
$0.09/M
Output
$0.29/M
Speed
TTFT
DeepSeek

DeepSeek V4 Flash (Reasoning, High Effort)

Input
$0.14/M
Output
$0.28/M
Speed
TTFT

Winner by Category

Cheaper
Gemma 3 12B Instruct
Faster (tok/s)
Tie
Lower Latency
Tie
Benchmarks (5-7)
DeepSeek V4 Flash (Reasoning, High Effort)

Pricing Comparison

MetricGemma 3 12B InstructDeepSeek V4 Flash (Reasoning, High Effort)
Input ($/M tokens)$0.09$0.14
Output ($/M tokens)$0.29$0.28
Cost for 1M input + 100K output tokens:
Gemma 3 12B Instruct$0.12
DeepSeek V4 Flash (Reasoning, High Effort)$0.17

Speed Comparison

Speed data not available for these models.

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
8.846.0
Coding Index
6.339.8
Math Index
18.3
GPQA Diamond
34.9%86.7%
MMLU-Pro
59.5%
LiveCodeBench
13.7%
AIME 2025
18.3%
MATH-500
85.3%
Humanity's Last Exam
4.8%27.8%
SciCode
17.4%42.0%
IFBench
36.7%73.5%
TerminalBench
0.8%38.6%
Gemma 3 12B Instruct5 wins
7 winsDeepSeek V4 Flash (Reasoning, High Effort)

Frequently Asked Questions

Which is cheaper, Gemma 3 12B Instruct or DeepSeek V4 Flash (Reasoning, High Effort)?

Gemma 3 12B Instruct is cheaper overall. Its blended price (3:1 input/output ratio) is $0.14/M tokens vs $0.17/M for DeepSeek V4 Flash (Reasoning, High Effort).

Which model performs better on benchmarks?

DeepSeek V4 Flash (Reasoning, High Effort) wins 7 out of 12 benchmarks compared to 5 for Gemma 3 12B Instruct. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Both models have comparable generation speeds.

When should I use Gemma 3 12B Instruct vs DeepSeek V4 Flash (Reasoning, High Effort)?

Choose based on your priorities: Gemma 3 12B Instruct for lower cost, DeepSeek V4 Flash (Reasoning, High Effort) for stronger benchmark performance, and both have comparable speed. For latency-sensitive apps, check the TTFT comparison above.