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Compare GPU and LLM inference API pricing between Amazon AWS and Beam. Find the best rates for AI training, inference, and ML workloads.
Provider 1
Provider 2
Average Price Difference: $1.29/hour between comparable GPUs
| GPU Model ↑ | Amazon AWS Price | Beam Price | Price Diff ↕ | Sources |
|---|---|---|---|---|
A10 24GB VRAM • Amazon AWS | Not Available | — | ||
A10 24GB VRAM • | ||||
A100 SXM 80GB VRAM • Amazon AWSBeam | 8x GPU | ↑+$1.44(+111.1%) | ||
A100 SXM 80GB VRAM • $2.74/hour 8x GPU configuration Updated: 8/10/2026 $1.30/hour Updated: 8/10/2026 ★Best Price Price Difference:↑+$1.44(+111.1%) | ||||
B200 180GB VRAM • Beam | Not Available | — | ||
B200 180GB VRAM • | ||||
H100 PCIe 80GB VRAM • Beam | Not Available | — | ||
H100 PCIe 80GB VRAM • | ||||
H100 SXM 80GB VRAM • Amazon AWS | 8x GPU | Not Available | — | |
H100 SXM 80GB VRAM • $6.88/hour 8x GPU configuration Updated: 8/10/2026 ★Best Price Not Available | ||||
H200 141GB VRAM • Amazon AWS | 8x GPU | Not Available | — | |
H200 141GB VRAM • $7.91/hour 8x GPU configuration Updated: 8/10/2026 ★Best Price Not Available | ||||
L4 24GB VRAM • Amazon AWS | Not Available | — | ||
L4 24GB VRAM • | ||||
L40S 48GB VRAM • Amazon AWSBeam | ↑+$1.14(+158.5%) | |||
L40S 48GB VRAM • $1.86/hour Updated: 8/10/2026 $0.72/hour Updated: 8/10/2026 ★Best Price Price Difference:↑+$1.14(+158.5%) | ||||
RTX 4090 24GB VRAM • Beam | Not Available | — | ||
RTX 4090 24GB VRAM • | ||||
RTX 5090 32GB VRAM • Beam | Not Available | — | ||
RTX 5090 32GB VRAM • | ||||
RTX PRO 6000 96GB VRAM • Beam | Not Available | — | ||
RTX PRO 6000 96GB VRAM • | ||||
Tesla T4 16GB VRAM • Amazon AWS | Not Available | — | ||
Tesla T4 16GB VRAM • | ||||
A10 24GB VRAM • Amazon AWS | Not Available | — | ||
A10 24GB VRAM • | ||||
A100 SXM 80GB VRAM • Amazon AWSBeam | 8x GPU | ↑+$1.44(+111.1%) | ||
A100 SXM 80GB VRAM • $2.74/hour 8x GPU configuration Updated: 8/10/2026 $1.30/hour Updated: 8/10/2026 ★Best Price Price Difference:↑+$1.44(+111.1%) | ||||
B200 180GB VRAM • Beam | Not Available | — | ||
B200 180GB VRAM • | ||||
H100 PCIe 80GB VRAM • Beam | Not Available | — | ||
H100 PCIe 80GB VRAM • | ||||
H100 SXM 80GB VRAM • Amazon AWS | 8x GPU | Not Available | — | |
H100 SXM 80GB VRAM • $6.88/hour 8x GPU configuration Updated: 8/10/2026 ★Best Price Not Available | ||||
H200 141GB VRAM • Amazon AWS | 8x GPU | Not Available | — | |
H200 141GB VRAM • $7.91/hour 8x GPU configuration Updated: 8/10/2026 ★Best Price Not Available | ||||
L4 24GB VRAM • Amazon AWS | Not Available | — | ||
L4 24GB VRAM • | ||||
L40S 48GB VRAM • Amazon AWSBeam | ↑+$1.14(+158.5%) | |||
L40S 48GB VRAM • $1.86/hour Updated: 8/10/2026 $0.72/hour Updated: 8/10/2026 ★Best Price Price Difference:↑+$1.14(+158.5%) | ||||
RTX 4090 24GB VRAM • Beam | Not Available | — | ||
RTX 4090 24GB VRAM • | ||||
RTX 5090 32GB VRAM • Beam | Not Available | — | ||
RTX 5090 32GB VRAM • | ||||
RTX PRO 6000 96GB VRAM • Beam | Not Available | — | ||
RTX PRO 6000 96GB VRAM • | ||||
Tesla T4 16GB VRAM • Amazon AWS | Not Available | — | ||
Tesla T4 16GB VRAM • | ||||
| Model ↑ | Amazon AWS | Beam | Input Diff ↕ |
|---|---|---|---|
Anthropic | $0.250 in $1.25 out | Not available | — |
Anthropic | $0.800 in $4.00 out | Not available | — |
Anthropic | $3.00 in $15.00 out | Not available | — |
Anthropic | $3.00 in $15.00 out | Not available | — |
Anthropic | $1.10 in $5.50 out | Not available | — |
Anthropic | $15.00 in $75.00 out | Not available | — |
Anthropic | $5.50 in $27.50 out | Not available | — |
Anthropic | $5.50 in $27.50 out | Not available | — |
Anthropic | $3.30 in $16.50 out | Not available | — |
DeepSeek | $1.35 in $5.40 out | Not available | — |
DeepSeek | $0.620 in $1.85 out | Not available | — |
Mistral | $0.400 in $2.00 out | Not available | — |
Google | $0.090 in $0.290 out | Not available | — |
Google | $0.230 in $0.380 out | Not available | — |
Google | $0.040 in $0.080 out | Not available | — |
Explore how these providers compare to other popular GPU cloud services
Compare Amazon AWS with another leading provider
Compare Amazon AWS with another leading provider
Compare Amazon AWS with another leading provider
Compare Amazon AWS with another leading provider
Compare Amazon AWS with another leading provider
Compare Amazon AWS with another leading provider
Extensive network of data centers across multiple regions worldwide
Flexible pricing model with no upfront commitments required
Comprehensive security tools and compliance certifications
Automatically adjust resources based on demand
Extensive ecosystem of services that work seamlessly together
Comprehensive suite of tools for development, deployment, and management
Only charged when your code runs, no charges for cold starts or server spin-up
Memory snapshots and GPU checkpoint restore bring containers back in seconds, which Beam reports as up to 35x faster than a traditional cold boot
Run untrusted code safely in isolated environments for AI agents and code interpreters
Pause and resume sessions while maintaining filesystem, memory, and running processes
Scale to zero when idle, burst to thousands of containers in seconds
Bring your own Docker images for full environment control, including running the Docker daemon inside containers
Virtual servers in the cloud with a wide range of instance types.
Fully managed container orchestration service.
Managed Kubernetes service for container orchestration.
Deploy high-performance inference endpoints with custom models
Secure code execution environments for AI agents
Run large-scale workloads with distributed processing
Pay for compute capacity by the second with no long-term commitments.
Use spare EC2 capacity at up to 90% off the On-Demand price.
Save up to 72% compared to On-Demand pricing with a 1 or 3-year commitment.
Save up to 72% on compute usage with a 1 or 3-year commitment to a consistent amount of usage.
Reserve accelerated compute capacity for a future start date and a defined duration; billed as an upfront reservation fee plus an operating system fee.
Serverless GPU, CPU, and sandbox usage billed by the millisecond with no minimum charges
Serverless access to GPUs beyond the RTX 4090 is arranged through a committed-spend agreement
Flat hourly price per machine that already includes the vCPU, RAM, and NVMe storage
Multi-node InfiniBand clusters reserved monthly or yearly, quoted through sales
Per-vCPU and per-GB management fee on top of compute billed directly by your own cloud provider
Persistent volumes and snapshots included up to a capacity threshold, then billed per GB per month
Developer plan free with usage, Team plan with a monthly base fee plus usage, and a contact-sales Growth tier
All plans include monthly free credits that refresh each month
Discounts available for high monthly usage, arranged through sales
Create an AWS account to access the cloud platform.
Select from EC2, Lambda, or container services based on your workload needs.
Configure and launch your first compute instance or container.
Configure security groups and access controls for your resources.
Use AWS CloudWatch and Compute Optimizer to monitor performance and reduce costs.
Sign up on the Beam platform to receive monthly free credits
Create a virtual environment and install the Beam SDK
Configure your API token to connect to Beam
Run a function locally, then deploy it as a web endpoint with the Beam CLI
39 geographic regions and 123 availability zones worldwide.
Basic (free), Developer, Business, Enterprise support plans with varying response times and features. Extensive documentation, forums, and training resources.
30+ regions spanning the US, EU, Asia-Pacific, and Canada, with workloads routed across clouds and regions in real time
Documentation, public Slack community, and a status page; live chat support on paid plans and a private Slack channel on the top tier