Compare/Gemma 4 12B (Non-reasoning) vs MiMo-V2-Flash (Feb 2026)

Gemma 4 12B (Non-reasoning)vsMiMo-V2-Flash (Feb 2026)

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

Google

Gemma 4 12B (Non-reasoning)

Input
$0.1/M
Output
$0.3/M
Speed
149 tok/s
TTFT
1.44s
Xiaomi

MiMo-V2-Flash (Feb 2026)

Input
$0.1/M
Output
$0.3/M
Speed
TTFT

Winner by Category

Cheaper
Tie
Faster (tok/s)
Gemma 4 12B (Non-reasoning)
Lower Latency
MiMo-V2-Flash (Feb 2026)
Benchmarks (0-6)
MiMo-V2-Flash (Feb 2026)

Pricing Comparison

MetricGemma 4 12B (Non-reasoning)MiMo-V2-Flash (Feb 2026)
Input ($/M tokens)$0.1$0.1
Output ($/M tokens)$0.3$0.3
Cost for 1M input + 100K output tokens:
Gemma 4 12B (Non-reasoning)$0.13
MiMo-V2-Flash (Feb 2026)$0.13

Speed Comparison

Output Speed (tokens/s) — higher is better
Gemma 4 12B (Non-reasoning)
149 tok/s
MiMo-V2-Flash (Feb 2026)
Time to First Token (seconds) — lower is better
Gemma 4 12B (Non-reasoning)
1.44s
MiMo-V2-Flash (Feb 2026)

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
13.233.2
Coding Index
Math Index
GPQA Diamond
66.1%83.5%
MMLU-Pro
LiveCodeBench
AIME 2025
MATH-500
Humanity's Last Exam
6.2%20.0%
SciCode
29.7%38.3%
IFBench
45.2%71.8%
TerminalBench
11.4%31.1%
Gemma 4 12B (Non-reasoning)0 wins
6 winsMiMo-V2-Flash (Feb 2026)

Frequently Asked Questions

Which is cheaper, Gemma 4 12B (Non-reasoning) or MiMo-V2-Flash (Feb 2026)?

Both models have similar pricing. Check the detailed breakdown above for input vs output token costs.

Which model performs better on benchmarks?

MiMo-V2-Flash (Feb 2026) wins 6 out of 12 benchmarks compared to 0 for Gemma 4 12B (Non-reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Gemma 4 12B (Non-reasoning) generates tokens faster at 149 tok/s vs 0 tok/s. However, MiMo-V2-Flash (Feb 2026) has lower time-to-first-token (0.00s vs 1.44s).

When should I use Gemma 4 12B (Non-reasoning) vs MiMo-V2-Flash (Feb 2026)?

Choose based on your priorities: both are similarly priced, MiMo-V2-Flash (Feb 2026) for stronger benchmark performance, and Gemma 4 12B (Non-reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.