Baseline seeded — waiting for the first market change.
GPU market syncing — no offers yet. Admin → Bootstrap GPU market.
Head to head

Google: Gemini 3.7 Flash vs OpenAI: GPT-5.4

Live prices, context windows, capabilities, and measured quality — updated continuously.

Side by side

MetricGoogle: Gemini 3.7 Flash
Google
OpenAI: GPT-5.4
Openai
Input $/M tokens$0.375$2.50
Output $/M tokens$1.88$15.00
Context window1.0M1.1M
Max output66K128K
WM Score8882
Benchmark quality8780.9
Hosts serving it23
Throughput (tok/s)7354
Latency (ms)1933560
Vision
Tools
Reasoning
JSON mode

Which should you pick?

Google: Gemini 3.7 Flash costs less per million input tokens — about 6.7× cheaper than OpenAI: GPT-5.4. Google: Gemini 3.7 Flash scores higher on measured quality. OpenAI: GPT-5.4 takes a larger context window, which matters for long documents or big codebases. Prices here are live list prices; the same model can cost less on a different host, so check the model page for the cheapest offering.