Skip to content

Every host for deepseek-v3.1

×12 between cheapest and dearest input
HostBlendedInputOutputCachedPrecisionUptime
DeepInfra
$0.425
$0.25$0.95$0.216——
Novita
$0.453
$0.27$1.00$0.135——
Baseten
$0.75
$0.50$1.50———
Weights & Biases
$0.825
$0.55$1.65———
Amazon Bedrock
$0.855
$0.58$1.68———
Together
$0.875
$0.60$1.70———
Replicate
$1.01
$0.672$2.02———
Azure
$2.16
$1.23$4.94———
SambaNova
$3.38
$3.00$4.50———
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 deepseek-v3.1 over timeFree$0.50$1.0021 Aug22 Feb27 Aug$0.95$0.25
  • 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
$170.00
DeepInfra
  • DeepInfra
    $170.00
  • Novita
    $181.00
  • Baseten
    $300.00
  • Weights & Biases
    $330.00
  • Amazon Bedrock
    $342.00
  • Together
    $350.00
  • Replicate
    $403.20
  • Azure
    $863.00
  • SambaNova
    $1,350

Rent GPUs or pay per token?

Break-even
Renting the GPUs
$16,878/mo
Break-even volume
39.7B tokens/mo
Needed around the clock
15.1K tok/s

8 × H100 cost $16,878 a month. The cheapest API (DeepInfra) charges $0.425 per 1M blended tokens, so the GPUs only pay off above 39.7B tokens a month: the box must serve 15.1K 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 deepseek-v3.1 over time1,4101,4131,4151,4181,420Aug 2025Mar 2026Oct 20261,417

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.