Provider Comparisons

71 guides in this topic

Choosing a GPU cloud is choosing a vendor relationship, not just a price. This cluster is built around that decision: direct comparisons between Spheron and specific competitors (CoreWeave, Lambda Labs, Runpod, Vast.ai, Nebius, Crusoe, Modal, Together AI, SF Compute, Shadeform, Hyperstack), alternatives roundups for teams already locked into a provider and looking for an exit, and regional guides covering data residency and availability in Europe, Africa, India, Latin America, the Middle East, and Asia-Pacific.

Every comparison here uses each provider's own published rate card, not a guess, and calls out what actually differs beyond price: contract terms, bare-metal versus container access, GPU catalog breadth, and whether newer hardware ships without a waitlist.

The pillar post, GPU Cloud Providers 2026: Top 10 Compared, is the entry point if you haven't picked a shortlist yet. It ranks the ten platforms shaping AI infrastructure this year on pricing, performance, and control. If you already know your incumbent and want to know what else is out there, the alternatives posts (Runpod Alternatives, CoreWeave Alternatives, and more) are built for exactly that search.

Start Here

All Provider Comparisons Guides

Thunder Compute Pricing 2026: H100 and A100 Cost vs Spheron
Comparison

Thunder Compute Pricing 2026: H100 and A100 Cost vs Spheron

Aug 16, 2026
Nscale Acquires Anyscale: What It Means for Ray on GPU Cloud (2026)
Company

Nscale Acquires Anyscale: What It Means for Ray on GPU Cloud (2026)

Aug 15, 2026
GPU Cloud Pricing Comparison: Runpod vs Vast.ai (2026)
Comparison

GPU Cloud Pricing Comparison: Runpod vs Vast.ai (2026)

Aug 11, 2026
GPU Cloud Providers Australia 2026: Sovereign AI, Data Residency
Research

GPU Cloud Providers Australia 2026: Sovereign AI, Data Residency

Aug 11, 2026
Paperspace Pricing 2026: A4000 to H100 GPU Cost vs Spheron
Comparison

Paperspace Pricing 2026: A4000 to H100 GPU Cost vs Spheron

Aug 6, 2026
Vultr Cloud GPU Pricing 2026: H100, A100, GH200 Cost vs Spheron
Comparison

Vultr Cloud GPU Pricing 2026: H100, A100, GH200 Cost vs Spheron

Aug 5, 2026
CoreWeave vs Nebius: H100 and H200 Pricing Compared (2026)
Comparison

CoreWeave vs Nebius: H100 and H200 Pricing Compared (2026)

Aug 4, 2026
Runpod vs Lambda Labs: Which GPU Cloud Is Cheaper in 2026?
Comparison

Runpod vs Lambda Labs: Which GPU Cloud Is Cheaper in 2026?

Aug 4, 2026
Migrate GPU Workloads Between Providers Without Downtime
Tutorial

Migrate GPU Workloads Between Providers Without Downtime

Aug 2, 2026
Denvr Dataworks Pricing 2026: H100 and GB200 Cost vs Spheron
Comparison

Denvr Dataworks Pricing 2026: H100 and GB200 Cost vs Spheron

Jul 29, 2026
Massed Compute Pricing 2026: Bare Metal GPU Cost vs Spheron
Comparison

Massed Compute Pricing 2026: Bare Metal GPU Cost vs Spheron

Jul 29, 2026
Runpod vs Vast.ai: Which GPU Cloud Is Cheaper in 2026?
Comparison

Runpod vs Vast.ai: Which GPU Cloud Is Cheaper in 2026?

Jul 28, 2026
GPU Cloud Providers in Japan 2026: Pricing & Data Residency
Research

GPU Cloud Providers in Japan 2026: Pricing & Data Residency

Jul 24, 2026
Google Colab Alternatives: 8 GPU Clouds Compared (2026)
Alternatives

Google Colab Alternatives: 8 GPU Clouds Compared (2026)

Jul 23, 2026
GPU Cloud Providers in Africa 2026: H100 Availability and POPIA Data Residency
Research

GPU Cloud Providers in Africa 2026: H100 Availability and POPIA Data Residency

Jul 16, 2026
GPU Cloud SLA Guarantees 2026: Uptime, Credits, Fine Print
Research

GPU Cloud SLA Guarantees 2026: Uptime, Credits, Fine Print

Jul 15, 2026
Modal GPU Pricing 2026: Per-Second Billing Cost vs Spheron
Comparison

Modal GPU Pricing 2026: Per-Second Billing Cost vs Spheron

Jul 14, 2026
Spheron vs Together AI: GPU Rental vs Inference API Cost
Comparison

Spheron vs Together AI: GPU Rental vs Inference API Cost

Jul 12, 2026
GPU Cloud Providers in Latin America 2026: H100, H200, B200 in Brazil and Mexico
Research

GPU Cloud Providers in Latin America 2026: H100, H200, B200 in Brazil and Mexico

Jul 10, 2026
Migrate from OpenAI API to Self-Hosted LLMs: 2026 Cost Guide
Tutorial

Migrate from OpenAI API to Self-Hosted LLMs: 2026 Cost Guide

Jul 7, 2026
Nscale Alternatives: 7 GPU Clouds Compared (2026)
Alternatives

Nscale Alternatives: 7 GPU Clouds Compared (2026)

Jul 5, 2026
Voltage Park Is Now Lightning AI: GPU Pricing in 2026
Comparison

Voltage Park Is Now Lightning AI: GPU Pricing in 2026

Jul 5, 2026
NVIDIA's Neocloud Backstop Financing Explained: What Circular GPU Financing Means for AI Teams in 2026
Research

NVIDIA's Neocloud Backstop Financing Explained: What Circular GPU Financing Means for AI Teams in 2026

Jul 4, 2026
DigitalOcean GPU Droplet Pricing 2026: H100, H200, and Gradient Inference Cost vs Spheron
Comparison

DigitalOcean GPU Droplet Pricing 2026: H100, H200, and Gradient Inference Cost vs Spheron

Jul 3, 2026
GPU Cloud Providers in the Middle East 2026: H100, H200, and B200 Availability with UAE and Saudi Data Residency
Research

GPU Cloud Providers in the Middle East 2026: H100, H200, and B200 Availability with UAE and Saudi Data Residency

Jul 1, 2026
Vast.ai Pricing 2026: H100, H200, and B200 Per-Hour Marketplace Cost vs Spheron
Comparison

Vast.ai Pricing 2026: H100, H200, and B200 Per-Hour Marketplace Cost vs Spheron

Jul 1, 2026
Gemini 3.1 Flash-Lite vs Self-Hosted Open Models on GPU Cloud: Cost, Latency, and Privacy (2026)
Comparison

Gemini 3.1 Flash-Lite vs Self-Hosted Open Models on GPU Cloud: Cost, Latency, and Privacy (2026)

Jun 29, 2026
GPU Cloud Providers in Europe 2026: Sovereign AI, B200 and H200 Availability, EU Data Residency
Research

GPU Cloud Providers in Europe 2026: Sovereign AI, B200 and H200 Availability, EU Data Residency

Jun 20, 2026
Oracle Cloud (OCI) GPU Pricing 2026: H100, H200, and B200 Per-Hour Cost vs Spheron
Comparison

Oracle Cloud (OCI) GPU Pricing 2026: H100, H200, and B200 Per-Hour Cost vs Spheron

Jun 20, 2026
AI Infrastructure Companies in 2026: GPU Cloud, Inference, Training, and MLOps Providers
Research

AI Infrastructure Companies in 2026: GPU Cloud, Inference, Training, and MLOps Providers

Jun 10, 2026
NVIDIA DGX Cloud Lepton Alternatives: 10 GPU Cloud Marketplaces for Multi-Provider AI Compute (2026)
Alternatives

NVIDIA DGX Cloud Lepton Alternatives: 10 GPU Cloud Marketplaces for Multi-Provider AI Compute (2026)

Jun 4, 2026
Spheron vs Lambda Labs: GPU Cloud Comparison for AI Inference, Training, and Pricing (2026)
Comparison

Spheron vs Lambda Labs: GPU Cloud Comparison for AI Inference, Training, and Pricing (2026)

May 27, 2026
GPU Cloud Providers in Asia-Pacific 2026: H100, H200, and B200 Availability in Singapore, Tokyo, Sydney, and Seoul
Research

GPU Cloud Providers in Asia-Pacific 2026: H100, H200, and B200 Availability in Singapore, Tokyo, Sydney, and Seoul

May 24, 2026
GPU Cloud Providers in India 2026: H100, H200, and B200 Availability with INR Billing
Research

GPU Cloud Providers in India 2026: H100, H200, and B200 Availability with INR Billing

May 23, 2026
Runpod Pricing 2026: H100 Hourly & Serverless
Comparison

Runpod Pricing 2026: H100 Hourly & Serverless

May 22, 2026
AWS H100 Pricing 2026: P5 Cost vs $2.98/hr Elsewhere
Comparison

AWS H100 Pricing 2026: P5 Cost vs $2.98/hr Elsewhere

May 21, 2026
10 Anyscale Alternatives for Ray Training and KubeRay (2026)
Alternatives

10 Anyscale Alternatives for Ray Training and KubeRay (2026)

May 18, 2026
10 Best Runpod Alternatives in 2026 (Compared)
Alternatives

10 Best Runpod Alternatives in 2026 (Compared)

May 18, 2026
10 Best Vast.ai Alternatives in 2026 (Compared)
Alternatives

10 Best Vast.ai Alternatives in 2026 (Compared)

May 18, 2026
CoreWeave Alternatives & Competitors 2026
Alternatives

CoreWeave Alternatives & Competitors 2026

May 15, 2026
10 Best Modal Alternatives in 2026: Serverless GPU Without the Lock-In
Alternatives

10 Best Modal Alternatives in 2026: Serverless GPU Without the Lock-In

May 15, 2026
Spheron vs Crusoe Cloud: GPU Pricing, Sustainability, and On-Demand vs Reserved (2026)
Comparison

Spheron vs Crusoe Cloud: GPU Pricing, Sustainability, and On-Demand vs Reserved (2026)

May 6, 2026
Baseten Alternatives: 10 ML Inference Platforms Compared (2026)
Alternatives

Baseten Alternatives: 10 ML Inference Platforms Compared (2026)

May 5, 2026
Fal.ai Alternatives: 10 GPU Clouds for Image, Video, and Diffusion Model Inference (2026)
Alternatives

Fal.ai Alternatives: 10 GPU Clouds for Image, Video, and Diffusion Model Inference (2026)

May 5, 2026
Replicate Alternatives: 10 GPU Clouds for ML Model Hosting and Inference APIs (2026)
Alternatives

Replicate Alternatives: 10 GPU Clouds for ML Model Hosting and Inference APIs (2026)

May 3, 2026
Fireworks AI Alternatives 2026: Best Replacements for Serverless LLM Inference and Fine-Tuning
Alternatives

Fireworks AI Alternatives 2026: Best Replacements for Serverless LLM Inference and Fine-Tuning

Apr 30, 2026
Together AI Alternatives 2026: 10 GPU Cloud Options for Inference and Fine-Tuning
Alternatives

Together AI Alternatives 2026: 10 GPU Cloud Options for Inference and Fine-Tuning

Apr 30, 2026
GPT-6 API vs Self-Hosted LLMs: Cost, Latency, and Privacy in 2026
Comparison

GPT-6 API vs Self-Hosted LLMs: Cost, Latency, and Privacy in 2026

Apr 20, 2026
Spheron vs Runpod: Bare-Metal Control and Cost Savings for AI Teams
Comparison

Spheron vs Runpod: Bare-Metal Control and Cost Savings for AI Teams

Apr 16, 2026
South Korea GPU Cloud Guide 2026: Regional Providers, Data Residency, Pricing
Research

South Korea GPU Cloud Guide 2026: Regional Providers, Data Residency, Pricing

Apr 16, 2026
GPU Marketplaces in 2026: How Aggregated Capacity Beats Hyperscalers
Research

GPU Marketplaces in 2026: How Aggregated Capacity Beats Hyperscalers

Apr 16, 2026
Spheron vs Modal: Bare Metal GPU vs Serverless GPU
Comparison

Spheron vs Modal: Bare Metal GPU vs Serverless GPU

Mar 28, 2026
10 Best Latitude.sh Alternatives in 2026: Bare Metal GPU Without the Complexity
Alternatives

10 Best Latitude.sh Alternatives in 2026: Bare Metal GPU Without the Complexity

Mar 26, 2026
10 Best DataCrunch (Verda) Alternatives in 2026: European GPU Cloud Options
Alternatives

10 Best DataCrunch (Verda) Alternatives in 2026: European GPU Cloud Options

Mar 21, 2026
10 Best Hyperstack Alternatives in 2026: GPU Cloud Without the Waitlist
Alternatives

10 Best Hyperstack Alternatives in 2026: GPU Cloud Without the Waitlist

Mar 19, 2026
10 Best Fluidstack Alternatives 2026: Cheaper GPU Cloud Options
Alternatives

10 Best Fluidstack Alternatives 2026: Cheaper GPU Cloud Options

Mar 16, 2026
10 Best Shadeform Alternatives in 2026: GPU Marketplace Options Compared
Alternatives

10 Best Shadeform Alternatives in 2026: GPU Marketplace Options Compared

Mar 14, 2026
Spheron vs SF Compute: GPU Marketplace vs Cluster Market Compared
Comparison

Spheron vs SF Compute: GPU Marketplace vs Cluster Market Compared

Mar 13, 2026
Spheron vs Shadeform: Which GPU Cloud Marketplace Wins?
Comparison

Spheron vs Shadeform: Which GPU Cloud Marketplace Wins?

Mar 12, 2026
Spheron vs Hyperstack: GPU Cloud Compared for AI Teams in 2026
Comparison

Spheron vs Hyperstack: GPU Cloud Compared for AI Teams in 2026

Mar 11, 2026
10 Best Nebius Alternatives in 2026: Cheaper H100/H200 Without the Wait
Alternatives

10 Best Nebius Alternatives in 2026: Cheaper H100/H200 Without the Wait

Mar 10, 2026
Spheron vs Nebius: GPU Cloud Compared on Price, Performance & Availability
Comparison

Spheron vs Nebius: GPU Cloud Compared on Price, Performance & Availability

Mar 9, 2026
10 Best Lambda Labs Alternatives (2026 Pricing)
Alternatives

10 Best Lambda Labs Alternatives (2026 Pricing)

Mar 3, 2026
Spheron vs Vast.ai: Full VM Access and 35% Lower Cost Than Vast.ai's Containers
Comparison

Spheron vs Vast.ai: Full VM Access and 35% Lower Cost Than Vast.ai's Containers

Mar 3, 2026
Spheron vs CoreWeave: Why Spheron Delivers 75% Lower GPU Costs Without Enterprise Lock-In
Comparison

Spheron vs CoreWeave: Why Spheron Delivers 75% Lower GPU Costs Without Enterprise Lock-In

Mar 2, 2026
AWS, GCP, and Azure GPU vs Spheron: Why AI Teams Are Switching to Spheron
Comparison

AWS, GCP, and Azure GPU vs Spheron: Why AI Teams Are Switching to Spheron

Mar 1, 2026
10 Best Paperspace Alternatives in 2026: More GPU Power for Less Money
Alternatives

10 Best Paperspace Alternatives in 2026: More GPU Power for Less Money

Feb 22, 2026
AWS Outages in 2025: Why Neo Clouds Are the Future of AI Infrastructure
Research

AWS Outages in 2025: Why Neo Clouds Are the Future of AI Infrastructure

Oct 28, 2025
Try It Yourself

Try It on Real GPUs

The GPUs behind these guides are the ones you can rent here: H100s, H200s, B200s, and more, billed per minute after a 20-minute minimum runtime, with no contracts. Pick one and you are live in under two minutes.

Deploy Time
< 2 min
Uptime SLA
99.9%
GPU Models
10+
Billing
Per-Min