Compare/Gemma 4 E2B vs GPT-5.4 mini (xhigh)

Gemma 4 E2BvsGPT-5.4 mini (xhigh)

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

Google

Gemma 4 E2B

Input
$0/M
Output
$0/M
Speed
TTFT
OpenAI

GPT-5.4 mini (xhigh)

Input
$0.75/M
Output
$4.5/M
Speed
185 tok/s
TTFT
5.07s

Winner by Category

Cheaper
Gemma 4 E2B
Faster (tok/s)
GPT-5.4 mini (xhigh)
Lower Latency
Gemma 4 E2B
Benchmarks (0-7)
GPT-5.4 mini (xhigh)

Pricing Comparison

MetricGemma 4 E2BGPT-5.4 mini (xhigh)
Input ($/M tokens)$0$0.75
Output ($/M tokens)$0$4.5
Cost for 1M input + 100K output tokens:
Gemma 4 E2B$0.00
GPT-5.4 mini (xhigh)$1.20

Speed Comparison

Output Speed (tokens/s) — higher is better
Gemma 4 E2B
GPT-5.4 mini (xhigh)
185 tok/s
Time to First Token (seconds) — lower is better
Gemma 4 E2B
GPT-5.4 mini (xhigh)
5.07s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
15.248.1
Coding Index
9.051.5
Math Index
GPQA Diamond
43.3%87.5%
MMLU-Pro
LiveCodeBench
AIME 2025
MATH-500
Humanity's Last Exam
4.8%26.6%
SciCode
20.9%49.9%
IFBench
38.0%73.3%
TerminalBench
3.0%52.3%
Gemma 4 E2B0 wins
7 winsGPT-5.4 mini (xhigh)

Frequently Asked Questions

Which is cheaper, Gemma 4 E2B or GPT-5.4 mini (xhigh)?

Gemma 4 E2B is cheaper overall. Its blended price (3:1 input/output ratio) is $0.00/M tokens vs $1.69/M for GPT-5.4 mini (xhigh).

Which model performs better on benchmarks?

GPT-5.4 mini (xhigh) wins 7 out of 12 benchmarks compared to 0 for Gemma 4 E2B. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

GPT-5.4 mini (xhigh) generates tokens faster at 185 tok/s vs 0 tok/s. Gemma 4 E2B also has lower time-to-first-token (0.00s vs 5.07s).

When should I use Gemma 4 E2B vs GPT-5.4 mini (xhigh)?

Choose based on your priorities: Gemma 4 E2B for lower cost, GPT-5.4 mini (xhigh) for stronger benchmark performance, and GPT-5.4 mini (xhigh) for faster generation. For latency-sensitive apps, check the TTFT comparison above.