Side-by-side comparison of pricing, 12 benchmarks, and generation speed.
| Metric | GPT-5.4 nano (Non-Reasoning) | Gemma 4 E4B (Reasoning) |
|---|---|---|
| Input ($/M tokens) | $0.2 | $0.3 |
| Output ($/M tokens) | $1.25 | $1.25 |
Data from Artificial Analysis API — 12 benchmarks
GPT-5.4 nano (Non-Reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.46/M tokens vs $0.54/M for Gemma 4 E4B (Reasoning).
GPT-5.4 nano (Non-Reasoning) wins 5 out of 12 benchmarks compared to 2 for Gemma 4 E4B (Reasoning). See the detailed benchmark chart above for per-category results.
GPT-5.4 nano (Non-Reasoning) generates tokens faster at 164 tok/s vs 0 tok/s. However, Gemma 4 E4B (Reasoning) has lower time-to-first-token (0.00s vs 0.48s).
Choose based on your priorities: GPT-5.4 nano (Non-Reasoning) for lower cost, GPT-5.4 nano (Non-Reasoning) for stronger benchmark performance, and GPT-5.4 nano (Non-Reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.