What is the difference between Beam and ParalonCloud?

Beam and ParalonCloud are both cloud GPU providers offering different pricing models, features, and GPU availability. Use our comparison tool to see real-time pricing and feature differences.

Which is cheaper: Beam or ParalonCloud?

Pricing varies by GPU model and usage requirements. Check our real-time comparison table to find the best deals for your specific needs.

Can I switch between Beam and ParalonCloud?

Yes, both providers offer flexible cloud GPU services. However, consider factors like data transfer costs, setup time, and specific features when switching between providers.

How many GPU models are available for comparison?

We track pricing for 8 different GPU models across both Beam and ParalonCloud, with 0 models available from both providers.

Beam vs ParalonCloud

Compare GPU and LLM inference API pricing between Beam and ParalonCloud. Find the best rates for AI training, inference, and ML workloads.

Beam

Provider 1

GPUs Available

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ParalonCloud

Provider 2

GPUs Available

Visit Website

Comparison Overview

Total GPU Models

Beam GPUs

ParalonCloud GPUs

Direct Comparisons

Average Price Difference: $0.42/hour between comparable GPUs

GPU Pricing Comparison

Total GPUs: 8Both available: 2Beam: 3ParalonCloud: 7

Showing 8 of 8 GPUs

Last updated: 10/12/2026, 8:33:55 PM

GPU Model ↑	Beam Price	ParalonCloud Price	Price Diff ↕	Sources
H100 SXM 80GB VRAM • Beam	$3.50/hr★ Best	Not Available	—	Beam
H100 SXM 80GB VRAM • Beam $3.50/hour Updated: 10/11/2026 ★Best Price Not Available Beam
RTX 3080 10GB VRAM • ParalonCloud	Not Available	$0.13/hr★ Best	—	ParalonCloud
RTX 3080 10GB VRAM • Not Available ParalonCloud $0.13/hour Updated: 10/12/2026 ★Best Price ParalonCloud
RTX 4090 24GB VRAM • BeamParalonCloud	$0.69/hr	$0.44/hr★ Best	↑+$0.25(+57.1%)	Beam ParalonCloud
RTX 4090 24GB VRAM • Beam $0.69/hour Updated: 10/11/2026 ParalonCloud $0.44/hour Updated: 10/12/2026 ★Best Price Price Difference:↑+$0.25(+57.1%) Beam ParalonCloud
RTX 5060 12GB VRAM • ParalonCloud	Not Available	$0.16/hr★ Best	—	ParalonCloud
RTX 5060 12GB VRAM • Not Available ParalonCloud $0.16/hour Updated: 10/12/2026 ★Best Price ParalonCloud
RTX 5060 Ti 16GB VRAM • ParalonCloud	Not Available	$0.27/hr★ Best	—	ParalonCloud
RTX 5060 Ti 16GB VRAM • Not Available ParalonCloud $0.27/hour Updated: 10/12/2026 ★Best Price ParalonCloud
RTX 5070 Ti 16GB VRAM • ParalonCloud	Not Available	$0.33/hr★ Best	—	ParalonCloud
RTX 5070 Ti 16GB VRAM • Not Available ParalonCloud $0.33/hour Updated: 10/12/2026 ★Best Price ParalonCloud
RTX 5090 32GB VRAM • BeamParalonCloud	$1.09/hr	$0.51/hr★ Best	↑+$0.58(+113.9%)	Beam ParalonCloud
RTX 5090 32GB VRAM • Beam $1.09/hour Updated: 10/11/2026 ParalonCloud $0.51/hour Updated: 10/12/2026 ★Best Price Price Difference:↑+$0.58(+113.9%) Beam ParalonCloud
RTX A6000 48GB VRAM • ParalonCloud	Not Available	$0.48/hr★ Best	—	ParalonCloud
RTX A6000 48GB VRAM • Not Available ParalonCloud $0.48/hour Updated: 10/12/2026 ★Best Price ParalonCloud

H100 SXM 80GB VRAM • Beam	$3.50/hr★ Best	Not Available	—	Beam
H100 SXM 80GB VRAM • Beam $3.50/hour Updated: 10/11/2026 ★Best Price Not Available Beam
RTX 3080 10GB VRAM • ParalonCloud	Not Available	$0.13/hr★ Best	—	ParalonCloud
RTX 3080 10GB VRAM • Not Available ParalonCloud $0.13/hour Updated: 10/12/2026 ★Best Price ParalonCloud
RTX 4090 24GB VRAM • BeamParalonCloud	$0.69/hr	$0.44/hr★ Best	↑+$0.25(+57.1%)	Beam ParalonCloud
RTX 4090 24GB VRAM • Beam $0.69/hour Updated: 10/11/2026 ParalonCloud $0.44/hour Updated: 10/12/2026 ★Best Price Price Difference:↑+$0.25(+57.1%) Beam ParalonCloud
RTX 5060 12GB VRAM • ParalonCloud	Not Available	$0.16/hr★ Best	—	ParalonCloud
RTX 5060 12GB VRAM • Not Available ParalonCloud $0.16/hour Updated: 10/12/2026 ★Best Price ParalonCloud
RTX 5060 Ti 16GB VRAM • ParalonCloud	Not Available	$0.27/hr★ Best	—	ParalonCloud
RTX 5060 Ti 16GB VRAM • Not Available ParalonCloud $0.27/hour Updated: 10/12/2026 ★Best Price ParalonCloud
RTX 5070 Ti 16GB VRAM • ParalonCloud	Not Available	$0.33/hr★ Best	—	ParalonCloud
RTX 5070 Ti 16GB VRAM • Not Available ParalonCloud $0.33/hour Updated: 10/12/2026 ★Best Price ParalonCloud
RTX 5090 32GB VRAM • BeamParalonCloud	$1.09/hr	$0.51/hr★ Best	↑+$0.58(+113.9%)	Beam ParalonCloud
RTX 5090 32GB VRAM • Beam $1.09/hour Updated: 10/11/2026 ParalonCloud $0.51/hour Updated: 10/12/2026 ★Best Price Price Difference:↑+$0.58(+113.9%) Beam ParalonCloud
RTX A6000 48GB VRAM • ParalonCloud	Not Available	$0.48/hr★ Best	—	ParalonCloud
RTX A6000 48GB VRAM • Not Available ParalonCloud $0.48/hour Updated: 10/12/2026 ★Best Price ParalonCloud

LLM API Pricing Comparison

Total models: 1Both available: 0Beam: 0ParalonCloud: 1

Showing 1 of 1 models

Prices per 1M tokens · Last updated: 10/12/2026, 8:33:55 PM

Model ↑	Beam	ParalonCloud	Input Diff ↕
Qwen3 4B Alibaba	Not available	$0.050 in $0.200 out	—

Features Comparison

Beam

Pay-per-millisecond Billing
Only charged when your code runs, no charges for cold starts or server spin-up
Sub-second Cold Starts
Memory snapshots and GPU checkpoint restore bring containers back in seconds, which Beam reports as up to 35x faster than a traditional cold boot
Secure Sandbox Environments
Run untrusted code safely in isolated environments for AI agents and code interpreters
Stateful, Persistent Runtimes
Pause and resume sessions while maintaining filesystem, memory, and running processes
Elastic GPU Scaling
Scale to zero when idle, burst to thousands of containers in seconds
Custom Docker Images
Bring your own Docker images for full environment control, including running the Docker daemon inside containers

ParalonCloud

Decentralized Infrastructure
Connects developers with distributed GPUs worldwide.
Instant Deployment
Docker-native deployment takes minutes for setup.
Real-time Monitoring
Comprehensive utilization metrics and health status for all nodes.
Competitive Marketplace
Transparent pricing set by individual providers.
Access to ML Frameworks
Pre-configured environments for popular machine learning frameworks.

Pros & Cons

Beam

Advantages

Pay-per-millisecond billing with no charges for cold starts
Ultrafast boot times with sub-second cold starts via memory snapshots
GPU selection spanning RTX 4090 through B200, plus InfiniBand cluster nodes
On-demand machines priced flat per machine, including vCPU, RAM, and NVMe storage

Considerations

Serverless GPUs other than the RTX 4090 require a committed-spend agreement
GPU container concurrency is capped on the lower plan tiers
Multi-node InfiniBand clusters are sales-only with no published pricing

ParalonCloud

Advantages

Access to a wide network of GPUs
No long-term contracts required
Billed only for GPU-minutes consumed
Instant setup and deployment

Considerations

Dependent on performance of individual provider nodes
Spot machines may be reclaimed with short notice
Requires constant internet connection

Compute Services

Beam

Inference Endpoints

Deploy high-performance inference endpoints with custom models

Custom model hosting on GPU or CPU
Pre-loading models for fast response times

Sandboxes

Secure code execution environments for AI agents

Run untrusted LLM-generated code safely
Snapshot and restore complete system state

Task Queues

Run large-scale workloads with distributed processing

Audio processing pipelines
Data processing at scale

ParalonCloud

Pricing Options

Beam

Pay-per-millisecond

Serverless GPU, CPU, and sandbox usage billed by the millisecond with no minimum charges

Committed Spend

Serverless access to GPUs beyond the RTX 4090 is arranged through a committed-spend agreement

On-Demand Machines

Flat hourly price per machine that already includes the vCPU, RAM, and NVMe storage

Reserved Clusters

Multi-node InfiniBand clusters reserved monthly or yearly, quoted through sales

Bring Your Own Cloud

Per-vCPU and per-GB management fee on top of compute billed directly by your own cloud provider

Storage

Persistent volumes and snapshots included up to a capacity threshold, then billed per GB per month

Monthly Plans

Developer plan free with usage, Team plan with a monthly base fee plus usage, and a contact-sales Growth tier

Free Monthly Credits

All plans include monthly free credits that refresh each month

Volume Discounts

Discounts available for high monthly usage, arranged through sales

ParalonCloud

Getting Started

Beam

Get Started

1
Create an account
Sign up on the Beam platform to receive monthly free credits
2
Set up Python environment
Create a virtual environment and install the Beam SDK
3
Authenticate with API token
Configure your API token to connect to Beam
4
Deploy your first app
Run a function locally, then deploy it as a web endpoint with the Beam CLI

ParalonCloud

Get Started

1
Sign up
Create an account on the ParalonCloud platform.
2
Add credits
Load your account with credits to rent GPU resources.
3
Select GPU
Choose a GPU from the marketplace based on your needs.
4
Start machine
Launch your selected GPU instance for your workloads.
5
Access resources
Utilize Jupyter Lab, SSH, or REST API to run your tasks.

Support & Global Availability

Beam

Global Regions

30+ regions spanning the US, EU, Asia-Pacific, and Canada, with workloads routed across clouds and regions in real time

Support

Documentation, public Slack community, and a status page; live chat support on paid plans and a private Slack channel on the top tier

ParalonCloud

Global Regions

Global availability through independent providers

Support

Support available via email; additional resources may be found on the website.