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Every host for Gemini 3.1 Pro Preview

×2.0 between cheapest and dearest input
HostBlendedInputOutputCachedPrecisionUptime
Google
$2.25
$1.00$6.00$0.10—27.9%
Google AI Studio
$2.25
$1.00$6.00$0.10—100.0%
DeepInfra
$4.50
$2.00$12.00———
Google Vertex
$4.50
$2.00$12.00$0.20——
Perplexity
$4.50
$2.00$12.00$0.20——
Blended price: three input tokens for every output token, per 1M tokens.

Cheapest price over time

Per 1M tokens
Cheapest input and output price for Gemini 3.1 Pro Preview over timeFree$5.00$10.0020 Feb22 Jun23 Oct$6.00$1.00
  • Input
  • Output
The cheapest list price at any host on each day it changed.

What your workload costs

A month, at every host
Cheapest a month
$900.00
Google
  • Google
    $900.00
  • Google AI Studio
    $900.00
  • DeepInfra
    $1,800
  • Google Vertex
    $1,800
  • Perplexity
    $1,800

Rent GPUs or pay per token?

Break-even
Renting the GPUs
$16,878/mo
Break-even volume
7.5B tokens/mo
Needed around the clock
2.9K tok/s

8 × H100 cost $16,878 a month. The cheapest API (Google) charges $2.25 per 1M blended tokens, so the GPUs only pay off above 7.5B tokens a month: the box must serve 2.9K tokens a second, every second.

GPU price: cheapest on-demand offer per GPU-hour × 730 hours. No throughput is assumed: it depends on the model size, precision, batch size and serving software, so measure yours. Power, storage, egress and engineering time are not included.

LMArena rating over time

Text leaderboard
LMArena text rating of Gemini 3.1 Pro Preview over time1,4751,4801,4851,4901,4956 Feb14 Jun20 Oct1,480

Rated about the same, by price

Blended, per 1M tokens

Quality data: LMArena (CC BY 4.0), Epoch AI (CC BY 4.0). Prices: OpenRouter, LiteLLM (MIT), provider pages. List prices in US dollars before discounts and taxes; other currencies converted at the European Central Bank reference rate. The figures on these pages are free to reuse under CC BY 4.0 with a link to this page.