Compare/GPT-5.4 nano (xhigh) vs Gemma 4 E4B (Non-reasoning)

GPT-5.4 nano (xhigh)vsGemma 4 E4B (Non-reasoning)

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

OpenAI

GPT-5.4 nano (xhigh)

Input
$0.2/M
Output
$1.25/M
Speed
147 tok/s
TTFT
3.00s
Google

Gemma 4 E4B (Non-reasoning)

Input
$0.3/M
Output
$1.25/M
Speed
TTFT

Winner by Category

Cheaper
GPT-5.4 nano (xhigh)
Faster (tok/s)
GPT-5.4 nano (xhigh)
Lower Latency
Gemma 4 E4B (Non-reasoning)
Benchmarks (7-0)
GPT-5.4 nano (xhigh)

Pricing Comparison

MetricGPT-5.4 nano (xhigh)Gemma 4 E4B (Non-reasoning)
Input ($/M tokens)$0.2$0.3
Output ($/M tokens)$1.25$1.25
Cost for 1M input + 100K output tokens:
GPT-5.4 nano (xhigh)$0.33
Gemma 4 E4B (Non-reasoning)$0.42

Speed Comparison

Output Speed (tokens/s) — higher is better
GPT-5.4 nano (xhigh)
147 tok/s
Gemma 4 E4B (Non-reasoning)
Time to First Token (seconds) — lower is better
GPT-5.4 nano (xhigh)
3.00s
Gemma 4 E4B (Non-reasoning)

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
44.014.8
Coding Index
43.96.4
Math Index
GPQA Diamond
81.7%54.9%
MMLU-Pro
LiveCodeBench
AIME 2025
MATH-500
Humanity's Last Exam
26.5%4.7%
SciCode
46.9%3.9%
IFBench
75.9%40.5%
TerminalBench
42.4%7.6%
GPT-5.4 nano (xhigh)7 wins
0 winsGemma 4 E4B (Non-reasoning)

Frequently Asked Questions

Which is cheaper, GPT-5.4 nano (xhigh) or Gemma 4 E4B (Non-reasoning)?

GPT-5.4 nano (xhigh) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.46/M tokens vs $0.54/M for Gemma 4 E4B (Non-reasoning).

Which model performs better on benchmarks?

GPT-5.4 nano (xhigh) wins 7 out of 12 benchmarks compared to 0 for Gemma 4 E4B (Non-reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

GPT-5.4 nano (xhigh) generates tokens faster at 147 tok/s vs 0 tok/s. However, Gemma 4 E4B (Non-reasoning) has lower time-to-first-token (0.00s vs 3.00s).

When should I use GPT-5.4 nano (xhigh) vs Gemma 4 E4B (Non-reasoning)?

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