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GPUX

Serverless GPU inference with a 1-second cold start – run StableDiffusionXL, Whisper or your own private model in the cloud from $0.2/hour, no infrastructure to manage.

3.5 Good 3.5
1-second cold start solves the main practical drawback of serverless GPU inference Requires technical setup – built for developers, not a no-code end-user tool
Reviewed by Challenging Voice Editorial · Updated Sep 2026 How we rate
PricingFrom $0.2/mo
Free planNo
CompanyGPUX
PlatformsWeb
CategoryAI Infrastructure & Agent Tooling
Last reviewedAug 2026
UpdatedSep 2026

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Overview

GPUX is a serverless GPU inference platform for running AI models in the cloud without managing infrastructure: it supports models including StableDiffusionXL, ESRGAN, and Whisper alongside custom LLMs, with a 1-second cold start for rapid model initialization and ReadWrite Volumes for persistent data across inference runs.

The 1-second cold start is the detail that actually matters for a serverless GPU product – traditional serverless inference often carries a multi-second-to-minutes cold-start penalty when a GPU instance has to spin up from idle, which makes serverless pricing attractive on paper but impractical for latency-sensitive use cases. GPUX also lets organizations with a private trained model sell inference requests against it to other organizations, turning a proprietary model into a monetizable API rather than an internal-only asset.

GPUX reports making StableDiffusionXL 50% faster on RTX 4090 hardware, with cost reductions of 50-90% over always-on GPU infrastructure. Pricing starts as low as $0.2/hour, targeting developers and organizations running AI inference workloads without dedicated infrastructure teams.

Key features

  • Serverless GPU inference with a 1-second cold start
  • Support for StableDiffusionXL, ESRGAN, Whisper, and custom LLMs
  • ReadWrite Volumes for persistent inference data
  • Option to resell private model access to other organizations
  • Reported 50-90% cost reduction over always-on GPU infrastructure

Screenshots & demo

GPUX screenshot 1

Pricing

GPUX is a paid tool, with plans that start at $0.2/mo.

  • Pricing modelPaid
  • Starting priceFrom $0.2/mo
  • Free planNo
Visit GPUX

Pricing is provided as a guide. Check the official site for the latest plans.

Is GPUX expensive?

GPUX starts at $0.2, which is 99% below the AI Infrastructure & Agent Tooling median of $29 a month across the 75 priced tools we list in that category.

The cheapest paid option in AI Infrastructure & Agent Tooling starts at $0.03 and the most expensive at $15,000.

55% of AI Infrastructure & Agent Tooling tools in the directory offer a free tier, which this one does not.

Compared against every priced listing in AI Infrastructure & Agent Tooling, recalculated as the catalogue changes. Method and the full market breakdown are in our AI tool pricing study.

Pros & cons

Pros

  • 1-second cold start solves the main practical drawback of serverless GPU inference
  • Low entry pricing ($0.2/hour) with significant reported cost savings
  • Private model monetization option turns internal tools into revenue

Cons

  • Requires technical setup – built for developers, not a no-code end-user tool
  • Cost savings depend heavily on actual usage patterns versus always-on alternatives
  • Model support, while broad, doesn't cover every possible AI architecture

How it compares

ToolRatingFreeFromBest known for
GPUX (this tool)3.5No$0.2/moServerless GPU inference with a 1-second cold start
Runpod4.1No—Serverless GPU endpoints with sub-200ms cold starts
Fal.ai4.2YesFreeServerless inference for image, video, and audio generation models via one API
Cerebras4.2No—Wafer-Scale Engine: a single large chip built specifically for AI workloads

Alternatives to GPUX

4 tools matched to GPUX on what they do, their category and their price.

Frequently asked questions

What is GPUX?
GPUX is an ai infrastructure & agent tooling tool. Serverless GPU inference with a 1-second cold start – run StableDiffusionXL, Whisper or your own private model in the cloud from $0.2/hour, no infrastructure to manage.
Is GPUX free?
GPUX does not offer a free plan; paid pricing starts at $0.2 per month.
How much does GPUX cost?
GPUX starts at $0.2 per month. See the pricing plans above for full details.
What are the best GPUX alternatives?
The closest matches in the directory are Runpod, Fal.ai, and Cerebras, compared side by side above.

Reviews

3.5 Editorial rating No reviews yet

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