What is the difference between Modal and Seeweb?

Modal and Seeweb 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 Seeweb?

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 Seeweb?

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 14 different GPU models across both Modal and Seeweb, with 0 models available from both providers.

Modal vs Seeweb

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

Modal

Provider 1

GPUs Available

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Seeweb

Provider 2

GPUs Available

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Comparison Overview

Total GPU Models

Modal GPUs

Seeweb GPUs

Direct Comparisons

Average Price Difference: $1.28/hour between comparable GPUs

GPU Pricing Comparison

Total GPUs: 14Both available: 6Modal: 11Seeweb: 9

Showing 14 of 14 GPUs

Last updated: 9/24/2026, 10:34:15 AM

GPU Model ↑	Modal Price	Seeweb 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 • ModalSeeweb	$2.50/hr	$1.13/hr★ Best	↑+$1.37(+121.2%)	Modal Seeweb
A100 SXM 80GB VRAM • Modal $2.50/hour Updated: 9/24/2026 Seeweb $1.13/hour Updated: 9/24/2026 ★Best Price Price Difference:↑+$1.37(+121.2%) Modal Seeweb
A30 24GB VRAM • Seeweb	Not Available	$0.33/hr★ Best	—	Seeweb
A30 24GB VRAM • Not Available Seeweb $0.33/hour Updated: 9/24/2026 ★Best Price Seeweb
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 • ModalSeeweb	$3.95/hr	$2.16/hr★ Best	↑+$1.79(+83.1%)	Modal Seeweb
H100 SXM 80GB VRAM • Modal $3.95/hour Updated: 9/24/2026 Seeweb $2.16/hour Updated: 9/24/2026 ★Best Price Price Difference:↑+$1.79(+83.1%) Modal Seeweb
H200 141GB VRAM • ModalSeeweb	$4.54/hr	$2.97/hr★ Best	↑+$1.57(+53.0%)	Modal Seeweb
H200 141GB VRAM • Modal $4.54/hour Updated: 9/24/2026 Seeweb $2.97/hour Updated: 9/24/2026 ★Best Price Price Difference:↑+$1.57(+53.0%) Modal Seeweb
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 • ModalSeeweb	$0.80/hr	$0.43/hr★ Best	↑+$0.37(+84.3%)	Modal Seeweb
L4 24GB VRAM • Modal $0.80/hour Updated: 9/24/2026 Seeweb $0.43/hour Updated: 9/24/2026 ★Best Price Price Difference:↑+$0.37(+84.3%) Modal Seeweb
L40S 48GB VRAM • ModalSeeweb	$1.95/hr	$0.97/hr★ Best	↑+$0.98(+101.2%)	Modal Seeweb
L40S 48GB VRAM • Modal $1.95/hour Updated: 9/24/2026 Seeweb $0.97/hour Updated: 9/24/2026 ★Best Price Price Difference:↑+$0.98(+101.2%) Modal Seeweb
MI300X 192GB VRAM • Seeweb	Not Available	$2.68/hr★ Best	—	Seeweb
MI300X 192GB VRAM • Not Available Seeweb $2.68/hour Updated: 9/24/2026 ★Best Price Seeweb
RTX A6000 48GB VRAM • Seeweb	Not Available	$0.84/hr★ Best	—	Seeweb
RTX A6000 48GB VRAM • Not Available Seeweb $0.84/hour Updated: 9/24/2026 ★Best Price Seeweb
RTX PRO 6000 96GB VRAM • ModalSeeweb	$3.03/hr	$1.43/hr★ Best	↑+$1.60(+112.5%)	Modal Seeweb
RTX PRO 6000 96GB VRAM • Modal $3.03/hour Updated: 9/24/2026 Seeweb $1.43/hour Updated: 9/24/2026 ★Best Price Price Difference:↑+$1.60(+112.5%) Modal Seeweb
Tesla T4 16GB VRAM • Modal	$0.59/hr★ Best	Not Available	—	Modal
Tesla T4 16GB VRAM • Modal $0.59/hour Updated: 9/24/2026 ★Best Price Not Available Modal

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 • ModalSeeweb	$2.50/hr	$1.13/hr★ Best	↑+$1.37(+121.2%)	Modal Seeweb
A100 SXM 80GB VRAM • Modal $2.50/hour Updated: 9/24/2026 Seeweb $1.13/hour Updated: 9/24/2026 ★Best Price Price Difference:↑+$1.37(+121.2%) Modal Seeweb
A30 24GB VRAM • Seeweb	Not Available	$0.33/hr★ Best	—	Seeweb
A30 24GB VRAM • Not Available Seeweb $0.33/hour Updated: 9/24/2026 ★Best Price Seeweb
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 • ModalSeeweb	$3.95/hr	$2.16/hr★ Best	↑+$1.79(+83.1%)	Modal Seeweb
H100 SXM 80GB VRAM • Modal $3.95/hour Updated: 9/24/2026 Seeweb $2.16/hour Updated: 9/24/2026 ★Best Price Price Difference:↑+$1.79(+83.1%) Modal Seeweb
H200 141GB VRAM • ModalSeeweb	$4.54/hr	$2.97/hr★ Best	↑+$1.57(+53.0%)	Modal Seeweb
H200 141GB VRAM • Modal $4.54/hour Updated: 9/24/2026 Seeweb $2.97/hour Updated: 9/24/2026 ★Best Price Price Difference:↑+$1.57(+53.0%) Modal Seeweb
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 • ModalSeeweb	$0.80/hr	$0.43/hr★ Best	↑+$0.37(+84.3%)	Modal Seeweb
L4 24GB VRAM • Modal $0.80/hour Updated: 9/24/2026 Seeweb $0.43/hour Updated: 9/24/2026 ★Best Price Price Difference:↑+$0.37(+84.3%) Modal Seeweb
L40S 48GB VRAM • ModalSeeweb	$1.95/hr	$0.97/hr★ Best	↑+$0.98(+101.2%)	Modal Seeweb
L40S 48GB VRAM • Modal $1.95/hour Updated: 9/24/2026 Seeweb $0.97/hour Updated: 9/24/2026 ★Best Price Price Difference:↑+$0.98(+101.2%) Modal Seeweb
MI300X 192GB VRAM • Seeweb	Not Available	$2.68/hr★ Best	—	Seeweb
MI300X 192GB VRAM • Not Available Seeweb $2.68/hour Updated: 9/24/2026 ★Best Price Seeweb
RTX A6000 48GB VRAM • Seeweb	Not Available	$0.84/hr★ Best	—	Seeweb
RTX A6000 48GB VRAM • Not Available Seeweb $0.84/hour Updated: 9/24/2026 ★Best Price Seeweb
RTX PRO 6000 96GB VRAM • ModalSeeweb	$3.03/hr	$1.43/hr★ Best	↑+$1.60(+112.5%)	Modal Seeweb
RTX PRO 6000 96GB VRAM • Modal $3.03/hour Updated: 9/24/2026 Seeweb $1.43/hour Updated: 9/24/2026 ★Best Price Price Difference:↑+$1.60(+112.5%) Modal Seeweb
Tesla T4 16GB VRAM • Modal	$0.59/hr★ Best	Not Available	—	Modal
Tesla T4 16GB VRAM • Modal $0.59/hour Updated: 9/24/2026 ★Best Price Not Available Modal

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

Seeweb

Pay Per Use Billing
Hourly billing with no minimum commitment, pay only for what you use
Multi-GPU Configurations
Scale from 1 to 8 GPUs per instance across all available models
Infrastructure as Code
Full Terraform support for automated provisioning and management
Kubernetes Integration
Native Kubernetes support for orchestrating GPU workloads
10 Gbps Networking
High-bandwidth network connectivity for data-intensive workloads
REST API and Snapshots
REST API for server, spot instance, template and snapshot management, with manual or automatic snapshots

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

Seeweb

Advantages

Competitive European GPU pricing with no minimum commitment
Ten GPU models spanning current generation (H200, H100, RTX PRO 6000, MI300X) and previous generation (Quadro RTX 6000, A30)
Uptime above 99.99% backed by SLA with penalties
European data centers for GDPR-compliant workloads

Considerations

Primarily European data center presence
Pricing listed in EUR (no native USD billing)
Smaller provider compared to hyperscalers

Compute Services

Modal

Seeweb

Cloud Server GPU

On-demand GPU cloud servers with hourly billing and flexible configurations.

Serverless GPU

Managed serverless GPU inference service billed on usage, without provisioning a full instance.

Cloud Server NPU

NPU-accelerated cloud servers for AI inference workloads alongside the GPU lineup.

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

Seeweb

On-Demand (Hourly)

Pay-per-hour billing with no commitment

3-Month Commitment

Discounted hourly rate with 3-month commitment

6-Month Commitment

Further discounted rate with 6-month commitment

12-Month Commitment

Best rate with annual commitment

Spot Instances

Reclaimable spare-capacity GPU instances at reduced rates, with termination notice and the option to promote a spot instance to a standard one

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

Seeweb

Get Started

1
Create Account
Register on the Seeweb platform
2
Select GPU Configuration
Choose GPU model and quantity (1, 2, 4, or 8 GPUs)
3
Deploy Server
Launch your cloud GPU server and start using it

Support & Global Availability

Modal

Global Regions

Multi-region availability across North America and Europe

Support

Documentation, community forum, and enterprise support for paid plans

Seeweb

Global Regions

Data centers in Milan (Italy), Frosinone (Italy), Lugano (Switzerland), and Sofia (Bulgaria)

Support

24x7x365 service desk with three support levels (Basic, Global, Proactive) plus pre-sales engineering