What is the difference between Beam and Hinode?

Beam and Hinode 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 Hinode?

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 Hinode?

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 6 different GPU models across both Beam and Hinode, with 0 models available from both providers.

Beam vs Hinode

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

Beam

Provider 1

GPUs Available

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Hinode

Provider 2

GPUs Available

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Comparison Overview

Total GPU Models

Beam GPUs

Hinode GPUs

Direct Comparisons

GPU Pricing Comparison

Total GPUs: 6Both available: 0Beam: 3Hinode: 3

Showing 6 of 6 GPUs

Last updated: 10/5/2026, 7:40:34 PM

GPU Model ↑	Beam Price	Hinode 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: 10/1/2026 ★Best Price Not Available Beam
L4 24GB VRAM • Hinode	Not Available	$1.75/hr★ Best	—	Hinode
L4 24GB VRAM • Not Available Hinode $1.75/hour Updated: 10/5/2026 ★Best Price Hinode
L40S 48GB VRAM • Hinode	Not Available	$3.30/hr★ Best	—	Hinode
L40S 48GB VRAM • Not Available Hinode $3.30/hour Updated: 10/5/2026 ★Best Price Hinode
RTX 4090 24GB VRAM • Beam	$0.69/hr★ Best	Not Available	—	Beam
RTX 4090 24GB VRAM • Beam $0.69/hour Updated: 10/1/2026 ★Best Price Not Available Beam
RTX 5090 32GB VRAM • Beam	$1.09/hr★ Best	Not Available	—	Beam
RTX 5090 32GB VRAM • Beam $1.09/hour Updated: 10/1/2026 ★Best Price Not Available Beam
RTX PRO 6000 96GB VRAM • Hinode	Not Available	$8.05/hr★ Best	—	Hinode
RTX PRO 6000 96GB VRAM • Not Available Hinode $8.05/hour Updated: 10/5/2026 ★Best Price Hinode

H100 SXM 80GB VRAM • Beam	$3.50/hr★ Best	Not Available	—	Beam
H100 SXM 80GB VRAM • Beam $3.50/hour Updated: 10/1/2026 ★Best Price Not Available Beam
L4 24GB VRAM • Hinode	Not Available	$1.75/hr★ Best	—	Hinode
L4 24GB VRAM • Not Available Hinode $1.75/hour Updated: 10/5/2026 ★Best Price Hinode
L40S 48GB VRAM • Hinode	Not Available	$3.30/hr★ Best	—	Hinode
L40S 48GB VRAM • Not Available Hinode $3.30/hour Updated: 10/5/2026 ★Best Price Hinode
RTX 4090 24GB VRAM • Beam	$0.69/hr★ Best	Not Available	—	Beam
RTX 4090 24GB VRAM • Beam $0.69/hour Updated: 10/1/2026 ★Best Price Not Available Beam
RTX 5090 32GB VRAM • Beam	$1.09/hr★ Best	Not Available	—	Beam
RTX 5090 32GB VRAM • Beam $1.09/hour Updated: 10/1/2026 ★Best Price Not Available Beam
RTX PRO 6000 96GB VRAM • Hinode	Not Available	$8.05/hr★ Best	—	Hinode
RTX PRO 6000 96GB VRAM • Not Available Hinode $8.05/hour Updated: 10/5/2026 ★Best Price Hinode

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

Hinode

Persistent state + auto-pause
Workstation hibernates after 15 minutes of inactivity and wakes with everything intact.
Boost
One click allows the user to swap in a bigger GPU for a single training run.
Hybrid billing
Offers both monthly subscription and hourly pay-as-you-go options.
H.265 60fps streaming
Supports streaming in 1080p60 for all tiers.
Browser or native app
Accessible via web browser or native applications for Mac and Windows.

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

Hinode

Advantages

Dedicated GPU access for individual users
Environment persists between sessions
Auto-pause functionality to save costs

Considerations

Limited regional availability
Dependent on browser compatibility for certain features

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

Hinode

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

Hinode

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

Hinode

Get Started

1
Sign up
Create an account in seconds, without a trial.
2
Launch your workstation
Boots to an Ubuntu desktop ready for use.
3
Connect anywhere
Access the desktop through a browser or native app.
4
Boost when needed
Upgrade to a higher tier GPU for demanding 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

Hinode

Global Regions

US, EU

Support

Email and chat support available.