LLM Opex

Vendors

AWS

Amazon Web Services is Amazon's cloud. It sells models from several makers per token through Amazon Bedrock and rents GPU servers by the hour on EC2, in dozens of regions worldwide.

AWS sells 34 of the compared models per token and prices 9 kinds of GPU for hosting your own.

Models sold per token

The cheapest price anywhere, at the standard tier.
ModelInput, per 1M tokensOutput, per 1M tokens
Amazon Nova Lite$0.06$0.24
Amazon Nova Pro$0.80$3.20
Claude Fable 5$10.00$50.00
Claude Fable 5.1$10.00$50.00
Claude Haiku 4.5$1.00$5.00
Claude Opus 4.5$5.00$25.00
Claude Opus 4.6$5.00$25.00
Claude Opus 4.7$5.00$25.00
Claude Opus 4.8$5.00$25.00
Claude Opus 5$5.00$25.00
Claude Opus 5.5$4.00$20.00
Claude Sonnet 4.5$3.00$15.00
Claude Sonnet 4.6$3.00$15.00
Claude Sonnet 5$2.00$10.00
Claude Sonnet 5.5$2.00$10.00
DeepSeek V3.1$0.58$1.68
DeepSeek V3.2$0.62$1.85
GLM 5$1.00$3.20
Kimi K2.5$0.60$3.00
Kimi K3$3.00$15.00
Llama 3.1 405B$2.40$2.40
Llama 3.1 70B$0.72$0.72
Llama 3.1 8B$0.22$0.22
Llama 3.3 70B$0.72$0.72
Llama 4 Maverick 17B$0.24$0.97
Llama 4 Scout 17B$0.17$0.66
MiniMax M2.5$0.30$1.20
Mistral 7B$0.15$0.20
Mistral Large$0.50$1.50
Mistral Small$1.00$3.00
OpenAI gpt-oss 120B$0.15$0.60
OpenAI gpt-oss 20B$0.07$0.30
Qwen3 235B A22B$0.22$0.88
Qwen3 32B$0.15$0.60

GPUs for hosting your own

On demand.
GPUFrom, per GPU-hourCheapest instanceGPUs in it
T4$0.526g4dn.xlarge1 × 16 GB
L4$0.8048g6.xlarge1 × 24 GB
A10G$1.01g5.xlarge1 × 24 GB
L40S$1.86g6e.xlarge1 × 48 GB
A100$2.74p4d.24xlarge8 × 40 GB
H100$6.88p5.48xlarge8 × 80 GB
H200$7.91p5en.48xlarge8 × 141 GB
B200$14.24p6-b200.48xlarge8 × 179 GB
B300$17.80p6-b300.48xlarge8 × 268 GB

Where it runs

36 regions in 27 countries.

CountryRegionsPer-token modelsGPU kinds
United Statesus-east-1, us-east-2, us-west-1, us-west-2349
Indiaap-south-1, ap-south-227—
Irelandeu-west-127—
United Kingdomeu-west-227—
Australiaap-southeast-2, ap-southeast-426—
Germanyeu-central-126—
Italyeu-south-126—
Swedeneu-north-126—
Brazilsa-east-125—
Indonesiaap-southeast-325—
Japanap-northeast-1, ap-northeast-324—
Franceeu-west-318—
Canadaca-central-1, ca-west-117—
Israelil-central-116—
Singaporeap-southeast-116—
South Koreaap-northeast-216—
Spaineu-south-216—
Taiwanap-east-216—
Thailandap-southeast-716—
United Arab Emiratesme-central-1164
Malaysiaap-southeast-515—
Bahrainme-south-114—
Mexicomx-central-114—
New Zealandap-southeast-614—
South Africaaf-south-114—
Switzerlandeu-central-213—
United States, governmentus-gov-east-1, us-gov-west-112—
Hong Kongap-east-11—

Where the prices come from

Sources

List prices collected 4 November 2026, refreshed every three hours. No negotiated rates or taxes.