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Every host for codellama-34b-instruct

Per 1M tokens
HostBlendedInputOutputCachedPrecisionUptime
Perplexity
$0.612
$0.35$1.40———
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 codellama-34b-instruct over timeFree$0.50$1.00$1.505 Feb5 Feb6 Feb$1.40$0.35
  • 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
$245.00
Perplexity
  • Perplexity
    $245.00

Rent GPUs or pay per token?

Break-even
Renting the GPUs
$16,878/mo
Break-even volume
27.6B tokens/mo
Needed around the clock
10.5K tok/s

8 × H100 cost $16,878 a month. The cheapest API (Perplexity) charges $0.612 per 1M blended tokens, so the GPUs only pay off above 27.6B tokens a month: the box must serve 10.5K 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 codellama-34b-instruct over time9801,0001,0201,0401,0601,080Sept 2023Sept 2024Oct 2025Oct 20261,065

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.