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

fal.ai vs UpCloud

Compare GPU pricing between fal.ai and UpCloud. Find the best rates for AI training, inference, and ML workloads.

fal.ai

Provider 1

GPUs Available

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UpCloud

Provider 2

GPUs Available

Visit Website

Comparison Overview

Total GPU Models

fal.ai GPUs

UpCloud GPUs

Direct Comparisons

Average Price Difference: $4.15/hour between comparable GPUs

GPU Pricing Comparison

Total GPUs: 8Both available: 4fal.ai: 6UpCloud: 6

Showing 8 of 8 GPUs

Last updated: 11/8/2026, 9:36:55 AM

GPU Model ↑	fal.ai Price	UpCloud Price	Price Diff ↕	Sources
B200 180GB VRAM • fal.aiUpCloud	$7.99/hr	$4.11/hr★ Best	↑+$3.88(+94.5%)	fal.ai UpCloud
B200 180GB VRAM • fal.ai $7.99/hour Updated: 11/7/2026 UpCloud $4.11/hour Updated: 11/8/2026 ★Best Price Price Difference:↑+$3.88(+94.5%) fal.ai UpCloud
GB200 384GB VRAM • fal.ai	$9.99/hr★ Best	Not Available	—	fal.ai
GB200 384GB VRAM • fal.ai $9.99/hour Updated: 11/7/2026 ★Best Price Not Available fal.ai
H100 SXM 80GB VRAM • fal.aiUpCloud	$4.50/hr	$2.00/hr★ Best	↑+$2.50(+125.2%)	fal.ai UpCloud
H100 SXM 80GB VRAM • fal.ai $4.50/hour Updated: 11/7/2026 UpCloud $2.00/hour Updated: 11/8/2026 ★Best Price Price Difference:↑+$2.50(+125.2%) fal.ai UpCloud
H200 141GB VRAM • fal.ai	$6.00/hr★ Best	Not Available	—	fal.ai
H200 141GB VRAM • fal.ai $6.00/hour Updated: 11/7/2026 ★Best Price Not Available fal.ai
HGX B300 288GB VRAM • fal.aiUpCloud	$12.99/hr	$5.82/hr★ Best	↑+$7.17(+123.3%)	fal.ai UpCloud
HGX B300 288GB VRAM • fal.ai $12.99/hour Updated: 11/7/2026 UpCloud $5.82/hour Updated: 11/8/2026 ★Best Price Price Difference:↑+$7.17(+123.3%) fal.ai UpCloud
L4 24GB VRAM • UpCloud	Not Available	$0.64/hr★ Best	—	UpCloud
L4 24GB VRAM • Not Available UpCloud $0.64/hour Updated: 11/8/2026 ★Best Price UpCloud
L40S 48GB VRAM • UpCloud	Not Available	$0.93/hr★ Best	—	UpCloud
L40S 48GB VRAM • Not Available UpCloud $0.93/hour Updated: 11/8/2026 ★Best Price UpCloud
RTX PRO 6000 96GB VRAM • fal.aiUpCloud	$4.00/hr	$0.97/hr★ Best	↑+$3.03(+311.8%)	fal.ai UpCloud
RTX PRO 6000 96GB VRAM • fal.ai $4.00/hour Updated: 11/7/2026 UpCloud $0.97/hour Updated: 11/8/2026 ★Best Price Price Difference:↑+$3.03(+311.8%) fal.ai UpCloud

B200 180GB VRAM • fal.aiUpCloud	$7.99/hr	$4.11/hr★ Best	↑+$3.88(+94.5%)	fal.ai UpCloud
B200 180GB VRAM • fal.ai $7.99/hour Updated: 11/7/2026 UpCloud $4.11/hour Updated: 11/8/2026 ★Best Price Price Difference:↑+$3.88(+94.5%) fal.ai UpCloud
GB200 384GB VRAM • fal.ai	$9.99/hr★ Best	Not Available	—	fal.ai
GB200 384GB VRAM • fal.ai $9.99/hour Updated: 11/7/2026 ★Best Price Not Available fal.ai
H100 SXM 80GB VRAM • fal.aiUpCloud	$4.50/hr	$2.00/hr★ Best	↑+$2.50(+125.2%)	fal.ai UpCloud
H100 SXM 80GB VRAM • fal.ai $4.50/hour Updated: 11/7/2026 UpCloud $2.00/hour Updated: 11/8/2026 ★Best Price Price Difference:↑+$2.50(+125.2%) fal.ai UpCloud
H200 141GB VRAM • fal.ai	$6.00/hr★ Best	Not Available	—	fal.ai
H200 141GB VRAM • fal.ai $6.00/hour Updated: 11/7/2026 ★Best Price Not Available fal.ai
HGX B300 288GB VRAM • fal.aiUpCloud	$12.99/hr	$5.82/hr★ Best	↑+$7.17(+123.3%)	fal.ai UpCloud
HGX B300 288GB VRAM • fal.ai $12.99/hour Updated: 11/7/2026 UpCloud $5.82/hour Updated: 11/8/2026 ★Best Price Price Difference:↑+$7.17(+123.3%) fal.ai UpCloud
L4 24GB VRAM • UpCloud	Not Available	$0.64/hr★ Best	—	UpCloud
L4 24GB VRAM • Not Available UpCloud $0.64/hour Updated: 11/8/2026 ★Best Price UpCloud
L40S 48GB VRAM • UpCloud	Not Available	$0.93/hr★ Best	—	UpCloud
L40S 48GB VRAM • Not Available UpCloud $0.93/hour Updated: 11/8/2026 ★Best Price UpCloud
RTX PRO 6000 96GB VRAM • fal.aiUpCloud	$4.00/hr	$0.97/hr★ Best	↑+$3.03(+311.8%)	fal.ai UpCloud
RTX PRO 6000 96GB VRAM • fal.ai $4.00/hour Updated: 11/7/2026 UpCloud $0.97/hour Updated: 11/8/2026 ★Best Price Price Difference:↑+$3.03(+311.8%) fal.ai UpCloud

Features Comparison

fal.ai

Hosted Model Catalog
Production endpoints for image, video and audio models billed by output unit (per image, per megapixel, per second or per video)
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, ISO 27001-certified infrastructure in Finland; UpCloud is also a CISPE member
Zero-Cost Data Transfer
No egress fees — outbound data transfer is included at no extra cost on all plans, subject to a Fair Transfer Policy
Usage-Based Billing
Pay only for active compute time with hourly billing, no rigid contracts or long-term commitments required
99.999% Uptime SLA
Published uptime commitment covering GPU Servers, Premium and Cloud Native servers, and managed databases; entry-level Starter cloud servers carry a 99.99% SLA

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
Custom GPU deployments require contacting support to get started
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 despite a 15-data-center platform footprint
Smaller GPU selection than major hyperscalers and dedicated GPU clouds

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

Output-Based Model API Pricing

Hosted model endpoints billed per generated output unit — per image, per megapixel, per second of video or per video

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, with discounted GPU rates below the published list price

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; a 30-day free trial with starting credits is available
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

15 data centers across 12 countries spanning Northern Europe, Central Europe, North America, and Asia Pacific; GPU Servers are concentrated in Helsinki, Finland (Telia Helsinki Data Center)

Support

In-house technical support available 24/7 via live chat and email, plus documentation, tutorials, an API reference at developers.upcloud.com, and a public status page