Head to head
OpenAI: GPT-6 Astra vs Google: Gemini 3.8 Flash
Live prices, context windows, capabilities, and measured quality — updated continuously.
Side by side
| Metric | OpenAI: GPT-6 Astra Openai | Google: Gemini 3.8 Flash Google Ai Studio |
|---|---|---|
| Input $/M tokens | $10.00 | $0.375 |
| Output $/M tokens | $50.00 | $1.88 |
| Context window | 1.1M | 1.0M |
| Max output | 128K | 66K |
| WM Score | 88 | 82 |
| Benchmark quality | 92.7 | 81.7 |
| Hosts serving it | 2 | 2 |
| Throughput (tok/s) | 60 | 119 |
| Latency (ms) | 4582 | 2469 |
| Vision | ||
| Tools | ||
| Reasoning | ||
| JSON mode |
Which should you pick?
Google: Gemini 3.8 Flash costs less per million input tokens — about 26.7× cheaper than OpenAI: GPT-6 Astra. OpenAI: GPT-6 Astra scores higher on measured quality. OpenAI: GPT-6 Astra 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.