Side-by-side comparison of pricing, 12 benchmarks, and generation speed.
| Metric | Inkling | GPT-5.4 mini (Non-Reasoning) |
|---|---|---|
| Input ($/M tokens) | $1.87 | $0.75 |
| Output ($/M tokens) | $4.68 | $4.5 |
Data from Artificial Analysis API — 12 benchmarks
GPT-5.4 mini (Non-Reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $1.69/M tokens vs $2.57/M for Inkling.
Inkling wins 5 out of 12 benchmarks compared to 2 for GPT-5.4 mini (Non-Reasoning). See the detailed benchmark chart above for per-category results.
GPT-5.4 mini (Non-Reasoning) generates tokens faster at 165 tok/s vs 83 tok/s. However, GPT-5.4 mini (Non-Reasoning) has lower time-to-first-token (0.58s vs 1.63s).
Choose based on your priorities: GPT-5.4 mini (Non-Reasoning) for lower cost, Inkling for stronger benchmark performance, and GPT-5.4 mini (Non-Reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.