What is the difference between fal.ai and UpCloud?

fal.ai and UpCloud 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: fal.ai or UpCloud?

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 fal.ai and UpCloud?

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 7 different GPU models across both fal.ai and UpCloud, with 0 models available from both providers.

fal.ai vs UpCloud GPU Cloud Pricing 2026

GPU Pricing Comparison

Total GPUs: 7Both available: 2fal.ai: 5UpCloud: 4

Showing 7 of 7 GPUs

Last updated: 8/9/2026, 1:25:16 PM

GPU Model ↑	fal.ai Price	UpCloud Price	Price Diff ↕	Sources
B200 180GB VRAM • fal.aiUpCloud	$3.49/hr★ Best	$3.89/hr 2x GPU	↓$0.40(10.4%)	fal.ai UpCloud
B200 180GB VRAM • fal.ai $3.49/hour Updated: 8/9/2026 ★Best Price UpCloud $3.89/hour 2x GPU configuration Updated: 8/7/2026 Price Difference:↓$0.40(10.4%) fal.ai UpCloud
H100 SXM 80GB VRAM • fal.aiUpCloud	$1.89/hr★ Best	$2.05/hr	↓$0.16(7.9%)	fal.ai UpCloud
H100 SXM 80GB VRAM • fal.ai $1.89/hour Updated: 8/9/2026 ★Best Price UpCloud $2.05/hour Updated: 8/7/2026 Price Difference:↓$0.16(7.9%) fal.ai UpCloud
H200 141GB VRAM • fal.ai	$2.10/hr★ Best	Not Available	—	fal.ai
H200 141GB VRAM • fal.ai $2.10/hour Updated: 8/9/2026 ★Best Price Not Available fal.ai
HGX B300 288GB VRAM • fal.ai	$4.49/hr★ Best	Not Available	—	fal.ai
HGX B300 288GB VRAM • fal.ai $4.49/hour Updated: 8/9/2026 ★Best Price Not Available fal.ai
L4 24GB VRAM • UpCloud	Not Available	$0.66/hr★ Best	—	UpCloud
L4 24GB VRAM • Not Available UpCloud $0.66/hour Updated: 8/7/2026 ★Best Price UpCloud
L40S 48GB VRAM • UpCloud	Not Available	$0.96/hr★ Best	—	UpCloud
L40S 48GB VRAM • Not Available UpCloud $0.96/hour Updated: 8/7/2026 ★Best Price UpCloud
RTX PRO 6000 96GB VRAM • fal.ai	$1.10/hr★ Best	Not Available	—	fal.ai
RTX PRO 6000 96GB VRAM • fal.ai $1.10/hour Updated: 8/9/2026 ★Best Price Not Available fal.ai

B200 180GB VRAM • fal.aiUpCloud	$3.49/hr★ Best	$3.89/hr 2x GPU	↓$0.40(10.4%)	fal.ai UpCloud
B200 180GB VRAM • fal.ai $3.49/hour Updated: 8/9/2026 ★Best Price UpCloud $3.89/hour 2x GPU configuration Updated: 8/7/2026 Price Difference:↓$0.40(10.4%) fal.ai UpCloud
H100 SXM 80GB VRAM • fal.aiUpCloud	$1.89/hr★ Best	$2.05/hr	↓$0.16(7.9%)	fal.ai UpCloud
H100 SXM 80GB VRAM • fal.ai $1.89/hour Updated: 8/9/2026 ★Best Price UpCloud $2.05/hour Updated: 8/7/2026 Price Difference:↓$0.16(7.9%) fal.ai UpCloud
H200 141GB VRAM • fal.ai	$2.10/hr★ Best	Not Available	—	fal.ai
H200 141GB VRAM • fal.ai $2.10/hour Updated: 8/9/2026 ★Best Price Not Available fal.ai
HGX B300 288GB VRAM • fal.ai	$4.49/hr★ Best	Not Available	—	fal.ai
HGX B300 288GB VRAM • fal.ai $4.49/hour Updated: 8/9/2026 ★Best Price Not Available fal.ai
L4 24GB VRAM • UpCloud	Not Available	$0.66/hr★ Best	—	UpCloud
L4 24GB VRAM • Not Available UpCloud $0.66/hour Updated: 8/7/2026 ★Best Price UpCloud
L40S 48GB VRAM • UpCloud	Not Available	$0.96/hr★ Best	—	UpCloud
L40S 48GB VRAM • Not Available UpCloud $0.96/hour Updated: 8/7/2026 ★Best Price UpCloud
RTX PRO 6000 96GB VRAM • fal.ai	$1.10/hr★ Best	Not Available	—	fal.ai
RTX PRO 6000 96GB VRAM • fal.ai $1.10/hour Updated: 8/9/2026 ★Best Price Not Available fal.ai

Features Comparison

fal.ai

Hosted Model Catalog
Production endpoints for image, video and audio models billed per call or per second
Custom GPU Deployments
Run private models on dedicated NVIDIA GPUs with autoscaling and scale-to-zero
Optimized Runtimes
Inference engines tuned for diffusion and audio workloads

UpCloud

Dedicated GPUs
No shared hardware — each GPU is always dedicated to a single server with full performance isolation
100% Renewable Energy
Helsinki data center powered entirely by renewable energy with up to 90% waste heat recovery for district heating
European Data Sovereignty
GDPR-compliant infrastructure in Finland with strong jurisdictional protections and no third-party dependencies
Zero-Cost Data Transfer
No egress fees — outbound data transfer is included at no extra cost
Usage-Based Billing
Pay only for active compute time with hourly billing, no rigid contracts or long-term commitments required

Pros & Cons

fal.ai

Advantages

Strong catalog of generative media models behind a single API
Per-second billing for serverless GPU deployments
Specialized inference optimizations for diffusion and audio

Considerations

Less suited to long-running fixed-instance training
B200 access requires sales engagement
Lower-tier consumer GPUs are not part of the catalog

UpCloud

Advantages

100% renewable energy with waste heat recovery — strong sustainability credentials
Zero-cost egress eliminates surprise data transfer bills
GDPR-compliant EU data sovereignty in Finland
Dedicated GPUs with no shared hardware

Considerations

GPU servers concentrated in Helsinki, Finland — limited multi-region GPU presence
Smaller GPU selection and global footprint compared to major hyperscalers

Compute Services

fal.ai

UpCloud

GPU Servers

On-demand and spot NVIDIA L4, L40S, H100, and B200 GPU instances with dedicated hardware and AMD EPYC processors

Private Cloud GPUs

Dedicated private cloud infrastructure with NVIDIA L4, L40S, and H200 NVL GPUs

Pricing Options

fal.ai

Per-Call Pricing

Hosted model endpoints billed per request or per generated unit

Per-Second GPU Pricing

Custom deployments billed per second of GPU runtime, with scale-to-zero

Enterprise Contracts

Volume commitments and dedicated capacity for high-throughput customers

UpCloud

On-Demand GPU Servers

Hourly billing for L4, L40S, H100, and B200 GPU instances with no upfront commitment — pay only for active compute time

Spot GPU Servers

Discounted spot pricing for GPU Servers, offering lower hourly rates for interruptible workloads

Private Cloud GPUs

Fixed monthly pricing for dedicated private cloud GPU infrastructure with L4, L40S, and H200 NVL

Getting Started

fal.ai

Get Started

1
Create an account
Sign up and generate an API key
2
Pick a hosted model or upload your own
Choose from the catalog or define a custom GPU-backed deployment
3
Call the API
Invoke endpoints from any language using the REST or SDK clients

UpCloud

Get Started

1
Create an UpCloud account
Sign up at upcloud.com and complete account verification
2
Select a GPU server plan
Choose from NVIDIA L4, L40S, H100, or B200 GPU configurations with varying vCPU and RAM options
3
Deploy with AI/ML template
Use pre-configured GPU Ubuntu templates to get started quickly with CUDA and ML frameworks
4
Attach storage
Add block storage devices (1 GB–4 TB each) from any storage tier for your operating system and data

Support & Global Availability

fal.ai

Global Regions

Multi-region serverless infrastructure

Support

Documentation, community channels and enterprise support for paid customers

UpCloud

Global Regions

Helsinki, Finland (Telia Helsinki Data Center)

Support

Documentation, API reference, and support team available through the UpCloud control panel