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

DeepSeek V4 Flash (Reasoning, High Effort)vsGemma 3 12B Instruct

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

DeepSeek

DeepSeek V4 Flash (Reasoning, High Effort)

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

Gemma 3 12B Instruct

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

Winner by Category

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

Pricing Comparison

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

Speed Comparison

Speed data not available for these models.

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
46.08.8
Coding Index
39.86.3
Math Index
18.3
GPQA Diamond
86.7%34.9%
MMLU-Pro
59.5%
LiveCodeBench
13.7%
AIME 2025
18.3%
MATH-500
85.3%
Humanity's Last Exam
27.8%4.8%
SciCode
42.0%17.4%
IFBench
73.5%36.7%
TerminalBench
38.6%0.8%
DeepSeek V4 Flash (Reasoning, High Effort)7 wins
5 winsGemma 3 12B Instruct

Frequently Asked Questions

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

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

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.