What is the difference between Modal and Theta EdgeCloud?

Modal and Theta EdgeCloud 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: Modal or Theta EdgeCloud?

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 Modal and Theta EdgeCloud?

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 12 different GPU models across both Modal and Theta EdgeCloud, with 0 models available from both providers.

Modal vs Theta EdgeCloud

Compare GPU pricing between Modal and Theta EdgeCloud. Find the best rates for AI training, inference, and ML workloads.

Modal

Provider 1

GPUs Available

Visit Website

Theta EdgeCloud

Provider 2

GPUs Available

Visit Website

Comparison Overview

Total GPU Models

Modal GPUs

Theta EdgeCloud GPUs

Direct Comparisons

Average Price Difference: $0.62/hour between comparable GPUs

GPU Pricing Comparison

Total GPUs: 12Both available: 2Modal: 11Theta EdgeCloud: 3

Showing 12 of 12 GPUs

Last updated: 9/24/2026, 11:11:54 AM

GPU Model ↑	Modal Price	Theta EdgeCloud Price	Price Diff ↕	Sources
A10 24GB VRAM • Modal	$1.10/hr★ Best	Not Available	—	Modal
A10 24GB VRAM • Modal $1.10/hour Updated: 9/24/2026 ★Best Price Not Available Modal
A100 PCIE 40GB VRAM • Modal	$2.10/hr★ Best	Not Available	—	Modal
A100 PCIE 40GB VRAM • Modal $2.10/hour Updated: 9/24/2026 ★Best Price Not Available Modal
A100 SXM 80GB VRAM • Modal	$2.50/hr★ Best	Not Available	—	Modal
A100 SXM 80GB VRAM • Modal $2.50/hour Updated: 9/24/2026 ★Best Price Not Available Modal
B200 180GB VRAM • Modal	$6.25/hr★ Best	Not Available	—	Modal
B200 180GB VRAM • Modal $6.25/hour Updated: 9/24/2026 ★Best Price Not Available Modal
H100 SXM 80GB VRAM • Modal	$3.95/hr★ Best	Not Available	—	Modal
H100 SXM 80GB VRAM • Modal $3.95/hour Updated: 9/24/2026 ★Best Price Not Available Modal
H200 141GB VRAM • ModalTheta EdgeCloud	$4.54/hr	$3.69/hr★ Best	↑+$0.85(+23.0%)	Modal Theta EdgeCloud API
H200 141GB VRAM • Modal $4.54/hour Updated: 9/24/2026 Theta EdgeCloud $3.69/hour Updated: 9/24/2026 ★Best Price Price Difference:↑+$0.85(+23.0%) Modal Theta EdgeCloud API
HGX B300 288GB VRAM • Modal	$7.10/hr★ Best	Not Available	—	Modal
HGX B300 288GB VRAM • Modal $7.10/hour Updated: 9/24/2026 ★Best Price Not Available Modal
L4 24GB VRAM • Modal	$0.80/hr★ Best	Not Available	—	Modal
L4 24GB VRAM • Modal $0.80/hour Updated: 9/24/2026 ★Best Price Not Available Modal
L40S 48GB VRAM • Modal	$1.95/hr★ Best	Not Available	—	Modal
L40S 48GB VRAM • Modal $1.95/hour Updated: 9/24/2026 ★Best Price Not Available Modal
RTX PRO 6000 96GB VRAM • Modal	$3.03/hr★ Best	Not Available	—	Modal
RTX PRO 6000 96GB VRAM • Modal $3.03/hour Updated: 9/24/2026 ★Best Price Not Available Modal
Tesla T4 16GB VRAM • ModalTheta EdgeCloud	$0.59/hr	$0.20/hr★ Best	↑+$0.39(+195.2%)	Modal Theta EdgeCloud API
Tesla T4 16GB VRAM • Modal $0.59/hour Updated: 9/24/2026 Theta EdgeCloud $0.20/hour Updated: 9/24/2026 ★Best Price Price Difference:↑+$0.39(+195.2%) Modal Theta EdgeCloud API
Tesla V100 32GB VRAM • Theta EdgeCloud	Not Available	$0.99/hr★ Best	—	Theta EdgeCloud API
Tesla V100 32GB VRAM • Not Available Theta EdgeCloud $0.99/hour Updated: 9/24/2026 ★Best Price Theta EdgeCloud API

A10 24GB VRAM • Modal	$1.10/hr★ Best	Not Available	—	Modal
A10 24GB VRAM • Modal $1.10/hour Updated: 9/24/2026 ★Best Price Not Available Modal
A100 PCIE 40GB VRAM • Modal	$2.10/hr★ Best	Not Available	—	Modal
A100 PCIE 40GB VRAM • Modal $2.10/hour Updated: 9/24/2026 ★Best Price Not Available Modal
A100 SXM 80GB VRAM • Modal	$2.50/hr★ Best	Not Available	—	Modal
A100 SXM 80GB VRAM • Modal $2.50/hour Updated: 9/24/2026 ★Best Price Not Available Modal
B200 180GB VRAM • Modal	$6.25/hr★ Best	Not Available	—	Modal
B200 180GB VRAM • Modal $6.25/hour Updated: 9/24/2026 ★Best Price Not Available Modal
H100 SXM 80GB VRAM • Modal	$3.95/hr★ Best	Not Available	—	Modal
H100 SXM 80GB VRAM • Modal $3.95/hour Updated: 9/24/2026 ★Best Price Not Available Modal
H200 141GB VRAM • ModalTheta EdgeCloud	$4.54/hr	$3.69/hr★ Best	↑+$0.85(+23.0%)	Modal Theta EdgeCloud API
H200 141GB VRAM • Modal $4.54/hour Updated: 9/24/2026 Theta EdgeCloud $3.69/hour Updated: 9/24/2026 ★Best Price Price Difference:↑+$0.85(+23.0%) Modal Theta EdgeCloud API
HGX B300 288GB VRAM • Modal	$7.10/hr★ Best	Not Available	—	Modal
HGX B300 288GB VRAM • Modal $7.10/hour Updated: 9/24/2026 ★Best Price Not Available Modal
L4 24GB VRAM • Modal	$0.80/hr★ Best	Not Available	—	Modal
L4 24GB VRAM • Modal $0.80/hour Updated: 9/24/2026 ★Best Price Not Available Modal
L40S 48GB VRAM • Modal	$1.95/hr★ Best	Not Available	—	Modal
L40S 48GB VRAM • Modal $1.95/hour Updated: 9/24/2026 ★Best Price Not Available Modal
RTX PRO 6000 96GB VRAM • Modal	$3.03/hr★ Best	Not Available	—	Modal
RTX PRO 6000 96GB VRAM • Modal $3.03/hour Updated: 9/24/2026 ★Best Price Not Available Modal
Tesla T4 16GB VRAM • ModalTheta EdgeCloud	$0.59/hr	$0.20/hr★ Best	↑+$0.39(+195.2%)	Modal Theta EdgeCloud API
Tesla T4 16GB VRAM • Modal $0.59/hour Updated: 9/24/2026 Theta EdgeCloud $0.20/hour Updated: 9/24/2026 ★Best Price Price Difference:↑+$0.39(+195.2%) Modal Theta EdgeCloud API
Tesla V100 32GB VRAM • Theta EdgeCloud	Not Available	$0.99/hr★ Best	—	Theta EdgeCloud API
Tesla V100 32GB VRAM • Not Available Theta EdgeCloud $0.99/hour Updated: 9/24/2026 ★Best Price Theta EdgeCloud API

Features Comparison

Modal

Serverless GPUs
Run Python functions on NVIDIA GPUs without provisioning instances; cold starts in seconds
Per-Second Billing
Pay for actual GPU runtime at sub-minute granularity, with scale-to-zero by default
Container-Native
Define environments in code, with automatic image building and caching
Wide GPU Catalog
From T4 and L4 through A100, L40S, H100, H200 and B200

Theta EdgeCloud

Hybrid Cloud-Edge Architecture
Combines traditional cloud GPUs via Google Cloud and AWS with 30,000+ community-operated edge nodes for flexible compute.
Decentralized GPU Marketplace
Supply-demand driven pricing where node operators set rates and users select GPUs based on availability and cost.
Intelligent Workload Routing
Routes heavy training jobs to cloud/datacenter GPUs and distributes parallelizable inference across edge nodes.
Automatic Failover
Reroutes jobs to healthy nodes if a community node goes offline mid-task, ensuring workload continuity.
Containerized Workloads
Docker-based job execution with Jupyter Notebook and SSH access for flexible development environments.
AI Service APIs
On-demand model inference APIs and dedicated AI model serving with support for popular generative AI models.

Pros & Cons

Modal

Advantages

Serverless model removes idle-instance costs
Per-second billing across the full GPU range
Strong fit for inference, batch jobs and ML pipelines

Considerations

Long-running, fixed-instance training is not the primary use case
Cold starts and storage limits require some application design
No bare-metal access; workloads run inside Modal's runtime

Theta EdgeCloud

Advantages

50-70% cost savings compared to AWS, Azure, and GCP
Hybrid architecture combining cloud and edge for flexible scaling
30,000+ globally distributed edge nodes providing massive compute capacity
Strong institutional customers including Stanford, KAIST, and NTU Singapore

Considerations

Dynamic marketplace pricing with no fixed published rates
Relies on crypto token ecosystem (TFuel) for payments and rewards
Community node reliability can vary compared to dedicated data centers

Compute Services

Modal

Theta EdgeCloud

EdgeCloud GPU Instances

On-demand GPU instances from distributed edge nodes and cloud partnerships.

EdgeCloud AI Services

AI-specific services and APIs for model deployment and inference.

EdgeCloud Video Services

Specialized video processing and streaming services.

Pricing Options

Modal

Per-Second GPU Billing

Charged per second of GPU runtime, with scale-to-zero when idle

Free Tier

Monthly free credits for experimentation and personal projects

Team and Enterprise Plans

Volume commitments and enterprise support for production deployments

Theta EdgeCloud

Marketplace Pricing

Dynamic pricing set by node operators in a supply-demand GPU marketplace.

On-Demand

Hourly billing with no long-term commitments or contracts required.

Getting Started

Modal

Get Started

1
Install the SDK
Run `pip install modal` and authenticate via the CLI
2
Define a function
Decorate a Python function with the desired GPU and image specification
3
Run or deploy
Invoke locally or deploy as a long-lived endpoint or scheduled job

Theta EdgeCloud

Get Started

1
Create a Theta EdgeCloud account
Sign up at thetaedgecloud.com to access the GPU marketplace dashboard.
2
Browse available GPU instances
Explore available H100, A100, 4090, and 3090 instances with marketplace pricing from node operators.
3
Select GPU and configure workload
Choose a GPU instance and configure your containerized workload with Docker, Jupyter Notebook, or SSH access.
4
Deploy and monitor
Launch your workload with automatic failover and monitor progress through the dashboard.

Support & Global Availability

Modal

Global Regions

Multi-region availability across North America and Europe

Support

Documentation, community forum, and enterprise support for paid plans

Theta EdgeCloud

Global Regions

30,000+ globally distributed edge nodes with cloud capacity via Google Cloud and AWS regions.

Support

Documentation at docs.thetatoken.org, dashboard monitoring, and community support channels.