Models / comparison
gemini-3.1-flash-lite vs gpt-5.4-nano
List prices as of 2026-07-02 — the same table ReasonRank uses to compute verified savings in production.
| Model | Provider | Input / 1M | Output / 1M |
|---|---|---|---|
| gemini-3.1-flash-lite | $0.25 | $1.5 | |
| gpt-5.4-nano | openai | $0.2 | $1.25 |
At your volume
gemini-3.1-flash-lite
$75.00/mo
gpt-5.4-nano
$61.50/mo
cheaper by $13.50/mo at this volume
List-price math only. Whether the cheaper one holds quality on your workload is the question ReasonRank answers with a statistical gate + production verification.
Price answers “which is cheaper” — not “which is good enough for my workload.” ReasonRank runs both models on your own test cases, applies a statistical non-inferiority gate, and verifies realized savings on your live traffic. Run this comparison on your real workload.