2026 RANKING Updated Oct 22, 2026

The Best GPU cloud of 2026, ranked.

Independent GPU cloud reviews. Same rubric, same benchmarks, same money spent. Buy with confidence.

3 filters
Sort
#1 of 2026
1 RANK 1

GitHub

Top Product
Developer Tools · 5.0 (0)

Self-improving AI agent for developers. Highest overall score in this category on our weighted rubric.

Highly effective AI capabilities Seamless integration with GitHub Limited to GitHub ecosystem
100
HARDTECH SCORE
Free tier See GitHub Read full review
2 RANK 2

Lambda Labs

Editor's Choice
Self-Serve GPU Cloud · 4.7 (1,247)

The fastest self-serve GPU cloud for ML teams who'd rather not talk to a sales engineer. Second-highest overall score in this category.

Provisioning under 60 seconds, 7x faster than AWS p5 in our tests Lambda Stack ships ready: CUDA 12.4, PyTorch 2.4+, TF, JAX pre-installed Capacity miss rate ~33% on H100 SXM during peak demand windows
94
HARDTECH SCORE
From $3 /GPU-hr
See Lambda Labs Read full review
3 RANK 3

CoreWeave

Best enterprise reserved
Contract-Grade GPU Cloud · 4.7 (642)

The contract-grade GPU cloud that took NVIDIA's biggest order three years running. Third-highest overall score in this category.

Largest dedicated H100/H200/B200 fleet outside hyperscalers, no capacity coin-flips FedRAMP Moderate granted in early 2025, opens public sector contracts Everything is sales-led. No self-serve under $5k/month
92
HARDTECH SCORE
From $2 /GPU-hr (contract)
See CoreWeave Read full review
4 RANK 4

NVIDIA H100

Data Center GPU · 4.6 (6,320)

The GPU that redefines AI training and inference for serious data centers.

The H100 outperforms previous generations with up to 80% faster training times for large language models. Architectural improvements enhance multi-instance GPU capabilities, making it ideal for cloud environments. The H100's price point is exorbitant, making it a tough sell for smaller companies or startups.
92
HARDTECH SCORE
Free tier See NVIDIA H100 Read full review
5 RANK 5

RunPod

Best for indie devs
Indie Developer GPU Cloud · 4.6 (982)

The indie-developer-first GPU cloud with the cheapest published H100 hourly and the best serverless cold-start.

Three-tier product (Community, Secure, Serverless) covers three actual buyer profiles cleanly Community H100 SXM at $2.39/hr is the cheapest published rate on the market Community Cloud throughput varies ±8% across hosts, some run outdated CUDA
91
HARDTECH SCORE
From $2 /GPU-hr
Free tier See RunPod Read full review
6 RANK 6

Modal Labs

Best Python-native serverless
Serverless GPU Deployment Platform · 4.8 (1,120)

Serverless GPUs that feel like Vercel built them for Python.

Python-native @app.function decorator — deploy in one line, no Docker required Cold-start 8-15s on H100 endpoints with warm pool, 12-22s without All-in on Modal's runtime — no SSH, no underlying VM access
90
HARDTECH SCORE
From $8 /GPU-hr (active)
Free tier See Modal Labs Read full review
7 RANK 7

Together AI

Cheapest dedicated inference
Open Model Inference API · 4.7 (893)

The cheapest dedicated open-model inference endpoints, full stop.

Cheapest per-token rates for open models (Llama 70B $0.88/M, DeepSeek-V3 $1.25/M) OpenAI-compatible API — drop-in replacement for `from openai import OpenAI` Inference-only — no training tier, no GPU rental for arbitrary workloads
88
HARDTECH SCORE
From $1 /M tokens
Free tier See Together AI Read full review
8 RANK 8

Crusoe Cloud

Best sustainability story
ESG-Focused AI Infrastructure · 4.5 (312)

Flare-gas powered AI for ESG-bound enterprises who don't want to apologize.

Carbon-negative power source: flare gas would burn anyway, GPUs replace it Real ESG audit trail (Scope 1 + Scope 2 reporting, third-party verified) Smaller region count (7 US, no EU or APAC) vs hyperscalers
87
HARDTECH SCORE
From $3 /GPU-hr (contract)
See Crusoe Cloud Read full review
9 RANK 9

Replicate

Largest model catalog
Model Marketplace API Service · 4.6 (1,840)

Model marketplace shipping in a single curl.

10,000+ models in the catalog, broader than any competitor Cog framework for packaging your own model into a hosted API Per-second pricing varies by model and surprises some buyers
86
HARDTECH SCORE
From $0 /second (model-dependent)
Free tier See Replicate Read full review
10 RANK 10

AWS EC2 P5

Hyperscaler reference
aws.amazon.com · 4.4 (8,420)

When governance and procurement force the hyperscaler choice.

25+ regions worldwide, only meaningful global GPU coverage in the category FedRAMP High, HIPAA, SOC 2 Type II, ISO 27001 — every compliance flag 4x more expensive than Lambda on-demand for the same H100 SXM
85
HARDTECH SCORE
From $12 /GPU-hr (effective)
See AWS EC2 P5 Read full review
11 RANK 11

Clusy

Popular
AI Notebook for Data Science · 4.5 (0)

AI notebook platform for modern data science

User-friendly interface Strong integration capabilities Limited free tier
85
HARDTECH SCORE
From $20 /month (Pro)
See Clusy Read full review
12 RANK 12

Forgeon

Popular
Interactive Storytelling · 4.5 (0)

Create, publish, and experience interactive stories

User-friendly interface Robust storytelling features Limited integrations with other tools
85
HARDTECH SCORE
From $15 /month (Pro)
See Forgeon Read full review
13 RANK 13

bitdrift.ai

Product of the Day
Mobile Observability · 4.5 (0)

The world’s first agentic mobile observability platform

Innovative agentic features User-friendly interface Limited integrations with niche tools
85
HARDTECH SCORE
Free tier See bitdrift.ai Read full review
14 RANK 14

TrustedRouter

Top Product
Developer Tools · 4.5 (0)

Every model with a unified interface. Privacy with proof.

Unified interface Strong privacy features Limited advanced features
85
HARDTECH SCORE
Free tier See TrustedRouter Read full review
15 RANK 15

gg-friggin-ez

Open Source
Profanity & Toxicity Screening · 4.5 (0)

Fast & free profanity and toxicity screening via Jev & Laya.

Fast screening process Free to use Limited language support
85
HARDTECH SCORE
Free tier See gg-friggin-ez Read full review
16 RANK 16

Vibes Monitor

Product of the Day
Shipping Operations Center · 4.5 (0)

The ops center for everything you ship

Comprehensive analytics User-friendly interface Limited free trial
85
HARDTECH SCORE
From $29 /month (Pro)
See Vibes Monitor Read full review
17 RANK 17

Reason

Product of the Day
AI Coding Agent · 4.5 (0)

A state-of-the-art coding agent for cost efficiency

High coding efficiency Cost-effective solution Limited language support
85
HARDTECH SCORE
Free tier See Reason Read full review
18 RANK 18

Google Cloud A3

Best TPU economics
cloud.google.com · 4.4 (5,200)

Where TPU vs GPU economics actually changes the spreadsheet.

Trillium TPU v6 beats H200 on transformer training for the right workloads 35+ regions globally, second only to AWS in coverage TPU programming model is JAX-first; PyTorch via XLA is functional but second-class
84
HARDTECH SCORE
From $11 /GPU-hr (effective)
See Google Cloud A3 Read full review
19 RANK 19

Vast.ai

Cheapest hourly anywhere
Marketplace for GPU Resources · 4.3 (2,840)

Wholesale GPU rates if you accept the tradeoffs that come with a marketplace.

Cheapest H100 SXM hourly published anywhere: $1.60-1.99/hr interruptible Spot capacity always there — marketplace structure means somebody's always selling Host quality varies wildly — same SKU spec, very different actual performance
83
HARDTECH SCORE
From $2 /GPU-hr (interruptible)
See Vast.ai Read full review
20 RANK 20

AMD Instinct MI300

Enterprise GPU Accelerator · 4.2 (5,780)

A powerful GPU that pushes boundaries but faces software ecosystem challenges.

The MI300 outperforms NVIDIA's A100 in AI training workloads, delivering higher throughput and lower latency for large models. AMD's 3D packaging technology combines CPU and GPU on a single chip, leading to improved data bandwidth and reduced power consumption. The MI300's pricing structure is steep, making it a less attractive option for smaller enterprises or teams.
83
HARDTECH SCORE
Free tier See AMD Instinct MI300 Read full review
21 RANK 21

Livinity

Open-source
Open-source Homeserver OS · 4.5 (0)

Open-source homeserver OS with a built-in AI agent for developers.

Fully open-source Built-in AI capabilities Requires technical knowledge
83
HARDTECH SCORE
Free tier See Livinity Read full review
22 RANK 22

Stackness

Product of the Day
Developer Tools · 4.2 (0)

Show your stack! The social home for your dev tools

User-friendly interface Strong community engagement Limited advanced features
83
HARDTECH SCORE
Free tier See Stackness Read full review
23 RANK 23

Paperspace

GPU Cloud for ML · 4.1 (5,720)

Paperspace: The GPU cloud that balances power with frustrating quirks for machine learning.

Paperspace's Gradient platform simplifies ML model deployment with seamless integration to popular frameworks like TensorFlow and PyTorch. The ability to spin up powerful GPU instances in seconds makes Paperspace a go-to for rapid experimentation. Paperspace's support response times can be inconsistent, with some queries taking longer than expected to resolve.
82
HARDTECH SCORE
Free tier See Paperspace Read full review
24 RANK 24

ARBR

Open Source
AI Request Management · 4.5 (0)

Control Every AI Request for developers with ease.

Open-source flexibility Strong community support Steeper learning curve
82
HARDTECH SCORE
From $15 /month (Pro)
See ARBR Read full review
25 RANK 25

TrackMCP

Product of the Day
Analytics Tool · 4.5 (0)

Google Analytics for MCP Servers

User-friendly interface Real-time data tracking Limited integrations with some platforms
82
HARDTECH SCORE
From $29 /month (Pro)
See TrackMCP Read full review
26 RANK 26

Pastea

Featured
Productivity Tool · 4.5 (0)

Save + search through links, snippets + screenshots you copy

Easy to use interface Effective organization of content Limited to macOS
82
HARDTECH SCORE
Free tier See Pastea Read full review
27 RANK 27

Gradio Workflow

Featured
AI Pipeline Builder · 4.5 (0)

Connect nodes to build AI pipelines, powered by Hugging Face.

Easy to use Powerful integrations Limited advanced features
82
HARDTECH SCORE
Free tier See Gradio Workflow Read full review
28 RANK 28

MuM

Open Source
Markdown Engine for Developers · 4.5 (0)

A reading-first Markdown engine for macOS.

User-friendly interface Open-source and customizable Limited integrations
82
HARDTECH SCORE
Free tier See MuM Read full review
29 RANK 29

Ultracite v8

Open Source
Linter and Formatter Tool · 4.5 (0)

The linter and formatter for agentic development

Open-source and free Strong community support Limited language support
82
HARDTECH SCORE
Free tier See Ultracite v8 Read full review
30 RANK 30

3AM Super Intelligence

Product of the Day
Production Incident Management · 4.5 (0)

Production incidents: investigated, proven, fixed

Efficient incident resolution User-friendly interface Limited integrations
82
HARDTECH SCORE
Free tier See 3AM Super Intelligence Read full review
31 RANK 31

Remote OpenClaw

Top Rated
Developer Tools · 4.2 (0)

13,000+ MCP servers, skills & plugins for AI coding agents

Large number of servers Wide range of plugins Steep learning curve for beginners
81
HARDTECH SCORE
Free tier See Remote OpenClaw Read full review
32 RANK 32

Hyperstack

Enterprise GPU Cloud · 4.0 (5,600)

The GPU cloud for teams that demand speed and flexibility without compromise.

Hyperstack's GPU utilization is unmatched, optimizing workloads for machine learning without the latency issues seen in other platforms. The platform integrates seamlessly with popular frameworks like TensorFlow and PyTorch, streamlining development workflows for data scientists. Limited geographical availability can hinder global teams, with data centers primarily located in North America and Europe.
80
HARDTECH SCORE
Free tier See Hyperstack Read full review
33 RANK 33

Lepton AI

LLM Inference Cloud · 4.0 (5,600)

The LLM inference cloud that promises speed but still has room for refinement.

Lepton AI's multi-model support allows easy switching between different LLMs without extensive reconfiguration, saving time. The platform's real-time inference capabilities outperform many competitors, delivering faster responses for high-demand applications. The lack of detailed documentation can lead to frustration when trying to implement advanced features or troubleshoot issues.
80
HARDTECH SCORE
Free tier See Lepton AI Read full review
34 RANK 34

dot.

Popular
AI Feedback Tool · 4.5 (0)

The feedback layer for anything you build with AI.

Easy to use interface Great integration options Limited free features
80
HARDTECH SCORE
From $15 /month (Pro)
See dot. Read full review
35 RANK 35

FindDiskKiller

Open Source
Developer Tools · 4.5 (0)

See which apps are hammering your Mac's disk

Free to use Open source Limited integrations
80
HARDTECH SCORE
Free tier See FindDiskKiller Read full review
36 RANK 36

Cynative Security Research Agent

Open Source
Security Tool · 4.5 (0)

Ask your cloud anything without breaking prod. Read-only.

Read-only access prevents production issues Open-source and community-driven Limited advanced features
80
HARDTECH SCORE
Free tier See Cynative Security Research Agent Read full review
37 RANK 37

HydraDB OSS

Open Source
Graph Database · 4.5 (0)

Now open source: the fastest, cheapest graph DB

Open source High performance Limited support resources
80
HARDTECH SCORE
Free tier See HydraDB OSS Read full review
38 RANK 38

CodeLook

Top Product
Developer Tools · 4.5 (0)

Quick Look code previews with 700+ editor themes for developers.

Wide range of themes User-friendly interface Paid only
80
HARDTECH SCORE
From $10 /month (Pro)
See CodeLook Read full review
39 RANK 39

Offline JS Playground

Product of the Day
Developer Tools · 4.5 (0)

Write, run, and test JavaScript snippets & JSON offline

Easy to use interface Offline functionality Limited integrations
80
HARDTECH SCORE
Free tier See Offline JS Playground Read full review
40 RANK 40

appdesigns

Free
Design Tools · 4.5 (0)

Design amazing appstore screenshots for free

Free to use User-friendly interface Limited integrations
80
HARDTECH SCORE
Free tier See appdesigns Read full review
41 RANK 41

TryCase

Top Product
Developer Tools · 4.5 (0)

AI tests your PRs. Get a video walkthrough before you merge.

AI-driven testing Interactive video walkthroughs Limited to GitHub
80
HARDTECH SCORE
Free tier See TryCase Read full review
42 RANK 42

Die With Me

Trending
AIM Buddy List Tool · 4.5 (0)

AIM buddy list for your friends’ Claude Code and Codex usage

Easy to use interface Real-time collaboration features Limited integrations
80
HARDTECH SCORE
Free tier See Die With Me Read full review
43 RANK 43

Jev State

Open Source
AI Conversation Testing Tool · 4.5 (0)

Turn AI conversations into tests and runnable code

Open-source and free High quality output Limited integrations
80
HARDTECH SCORE
Free tier See Jev State Read full review
44 RANK 44

CLI Manager

Open Source
AI CLI Management Tool · 4.5 (0)

Let one AI agent open and drive your other CLI agents

User-friendly interface Highly customizable Limited integrations with some tools
80
HARDTECH SCORE
Free tier See CLI Manager Read full review
45 RANK 45

Loom Record for Agents

Trending
AI Video Recording Tool · 4.5 (0)

Hit record and hand off to AI, now in the new Loom app

Easy to use AI assistance Limited advanced features
80
HARDTECH SCORE
Free tier See Loom Record for Agents Read full review
46 RANK 46

Brev.dev

GPU Dev Environments · 4.0 (5,540)

Brev.dev simplifies GPU development but faces challenges with real-time collaboration.

Brev.dev spins up GPU dev environments in under a minute, outperforming other solutions. Built-in support for popular ML frameworks like TensorFlow and PyTorch cuts setup time significantly. Pricing can escalate quickly with heavy GPU usage, making it less cost-effective for larger teams.
79
HARDTECH SCORE
Free tier See Brev.dev Read full review
47 RANK 47

DataCrunch

European GPU Cloud · 3.9 (5,480)

The European GPU cloud that's powerful but struggles with user experience.

DataCrunch's European data centers comply with strict GDPR regulations, providing data sovereignty for organizations operating in the EU. The platform offers specialized GPUs optimized for machine learning tasks, outperforming general-purpose options from competitors. DataCrunch's pricing model can be misleading, with hidden costs for data egress that add up quickly.
78
HARDTECH SCORE
Free tier See DataCrunch Read full review
48 RANK 48

Prime Intellect

Decentralized GPU · 3.9 (5,480)

Decentralized GPU power that struggles with performance and usability quirks.

Prime Intellect offers decentralized GPU computing that cuts latency compared to centralized providers like AWS and Google Cloud. The consumption-based pricing model allows teams to pay only for what they use, avoiding upfront costs. The onboarding documentation is sparse, making it hard for new users to get started without trial and error.
78
HARDTECH SCORE
Free tier See Prime Intellect Read full review
49 RANK 49

Drawsy

Trending
AI Workspace · 4.2 (0)

An AI workspace where your canvas and code work together.

Seamless integration of code and design Real-time collaboration features Limited to specific programming languages
78
HARDTECH SCORE
From $10 /month (Pro)
See Drawsy Read full review
50 RANK 50

HeyZoku

Popular
Developer Tools · 4.2 (0)

Orchestrate an army of coding agents with your voice.

Voice command functionality User-friendly interface Limited to Mac users
78
HARDTECH SCORE
Free tier See HeyZoku Read full review

Showing 1–50 of 373

"
Editor's verdict

If you can only try one this quarter, make it GitHub.

The top three are within four points of each other on the rubric — meaning the right choice depends more on your use case than on the absolute score. Use the table or the side-by-side compare to sanity-check.

Start with GitHub Compare top 3
Frequently asked

What people ask before they commit.

How do you rank these products?
Every product in the GPU cloud category gets a score out of 100 from a weighted rubric. The individual dimensions and their sub-scores are shown on each review. A score is set when a product is added and revised when we update its review.
Do sponsors or affiliate links influence the rankings?
No. The order on this page comes from the score. Paid mentions elsewhere on the site are labelled Sponsored, their links carry rel="sponsored", and they do not change any score.
When was this list last updated?
Products were last added to this list on Oct 22, 2026. New products are added as they launch, and existing reviews are corrected when we find a change or an error.
Where can I see a side-by-side comparison?
Each review has its own spec table, and head-to-head comparisons are on our Versus pages. The methodology page explains how the rubric works.