What is the difference between Prime Intellect and Runcrate?

Prime Intellect and Runcrate 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: Prime Intellect or Runcrate?

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 Prime Intellect and Runcrate?

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 17 different GPU models across both Prime Intellect and Runcrate, with 0 models available from both providers.

Prime Intellect vs Runcrate

Compare GPU and LLM inference API pricing between Prime Intellect and Runcrate. Find the best rates for AI training, inference, and ML workloads.

Prime Intellect

Provider 1

GPUs Available

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Runcrate

Provider 2

GPUs Available

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Comparison Overview

Total GPU Models

Prime Intellect GPUs

Runcrate GPUs

Direct Comparisons

GPU Pricing Comparison

Total GPUs: 17Both available: 0Prime Intellect: 0Runcrate: 17

Showing 15 of 17 GPUs

Last updated: 10/3/2026, 8:42:21 AM

GPU Model ↑	Prime Intellect Price	Runcrate Price	Price Diff ↕	Sources
A10 24GB VRAM • Runcrate	Not Available	$1.68/hr★ Best	—	Runcrate GPU Pricing Feed
A10 24GB VRAM • Not Available Runcrate $1.68/hour Updated: 10/3/2026 ★Best Price Runcrate GPU Pricing Feed
A100 SXM 80GB VRAM • Runcrate	Not Available	$1.76/hr★ Best	—	Runcrate GPU Pricing Feed
A100 SXM 80GB VRAM • Not Available Runcrate $1.76/hour Updated: 10/3/2026 ★Best Price Runcrate GPU Pricing Feed
A100 SXM 40GB 40GB VRAM • Runcrate	Not Available	$1.82/hr★ Best	—	Runcrate GPU Pricing Feed
A100 SXM 40GB 40GB VRAM • Not Available Runcrate $1.82/hour Updated: 10/3/2026 ★Best Price Runcrate GPU Pricing Feed
A40 48GB VRAM • Runcrate	Not Available	$2.42/hr★ Best	—	Runcrate GPU Pricing Feed
A40 48GB VRAM • Not Available Runcrate $2.42/hour Updated: 10/3/2026 ★Best Price Runcrate GPU Pricing Feed
GH200 96GB VRAM • Runcrate	Not Available	$2.98/hr★ Best	—	Runcrate GPU Pricing Feed
GH200 96GB VRAM • Not Available Runcrate $2.98/hour Updated: 10/2/2026 ★Best Price Runcrate GPU Pricing Feed
H100 SXM 80GB VRAM • Runcrate	Not Available	$2.59/hr★ Best	—	Runcrate GPU Pricing Feed
H100 SXM 80GB VRAM • Not Available Runcrate $2.59/hour Updated: 10/3/2026 ★Best Price Runcrate GPU Pricing Feed
H200 141GB VRAM • Runcrate	Not Available	$4.24/hr★ Best	—	Runcrate GPU Pricing Feed
H200 141GB VRAM • Not Available Runcrate $4.24/hour Updated: 10/3/2026 ★Best Price Runcrate GPU Pricing Feed
L4 24GB VRAM • Runcrate	Not Available	$1.23/hr★ Best	—	Runcrate GPU Pricing Feed
L4 24GB VRAM • Not Available Runcrate $1.23/hour Updated: 10/3/2026 ★Best Price Runcrate GPU Pricing Feed
L40 40GB VRAM • Runcrate	Not Available	$1.14/hr★ Best	—	Runcrate GPU Pricing Feed
L40 40GB VRAM • Not Available Runcrate $1.14/hour Updated: 10/3/2026 ★Best Price Runcrate GPU Pricing Feed
L40S 48GB VRAM • Runcrate	Not Available	$1.14/hr★ Best	—	Runcrate GPU Pricing Feed
L40S 48GB VRAM • Not Available Runcrate $1.14/hour Updated: 10/3/2026 ★Best Price Runcrate GPU Pricing Feed
RTX 4090 24GB VRAM • Runcrate	Not Available	$0.52/hr★ Best	—	Runcrate GPU Pricing Feed
RTX 4090 24GB VRAM • Not Available Runcrate $0.52/hour Updated: 10/3/2026 ★Best Price Runcrate GPU Pricing Feed
RTX 5090 32GB VRAM • Runcrate	Not Available	$0.85/hr★ Best	—	Runcrate GPU Pricing Feed
RTX 5090 32GB VRAM • Not Available Runcrate $0.85/hour Updated: 10/3/2026 ★Best Price Runcrate GPU Pricing Feed
RTX 6000 Ada 48GB VRAM • Runcrate	Not Available	$1.26/hr★ Best	—	Runcrate GPU Pricing Feed
RTX 6000 Ada 48GB VRAM • Not Available Runcrate $1.26/hour Updated: 10/3/2026 ★Best Price Runcrate GPU Pricing Feed
RTX A5000 24GB VRAM • Runcrate	Not Available	$1.85/hr★ Best	—	Runcrate GPU Pricing Feed
RTX A5000 24GB VRAM • Not Available Runcrate $1.85/hour Updated: 10/3/2026 ★Best Price Runcrate GPU Pricing Feed
RTX A6000 48GB VRAM • Runcrate	Not Available	$0.65/hr★ Best	—	Runcrate GPU Pricing Feed
RTX A6000 48GB VRAM • Not Available Runcrate $0.65/hour Updated: 10/3/2026 ★Best Price Runcrate GPU Pricing Feed

A10 24GB VRAM • Runcrate	Not Available	$1.68/hr★ Best	—	Runcrate GPU Pricing Feed
A10 24GB VRAM • Not Available Runcrate $1.68/hour Updated: 10/3/2026 ★Best Price Runcrate GPU Pricing Feed
A100 SXM 80GB VRAM • Runcrate	Not Available	$1.76/hr★ Best	—	Runcrate GPU Pricing Feed
A100 SXM 80GB VRAM • Not Available Runcrate $1.76/hour Updated: 10/3/2026 ★Best Price Runcrate GPU Pricing Feed
A100 SXM 40GB 40GB VRAM • Runcrate	Not Available	$1.82/hr★ Best	—	Runcrate GPU Pricing Feed
A100 SXM 40GB 40GB VRAM • Not Available Runcrate $1.82/hour Updated: 10/3/2026 ★Best Price Runcrate GPU Pricing Feed
A40 48GB VRAM • Runcrate	Not Available	$2.42/hr★ Best	—	Runcrate GPU Pricing Feed
A40 48GB VRAM • Not Available Runcrate $2.42/hour Updated: 10/3/2026 ★Best Price Runcrate GPU Pricing Feed
GH200 96GB VRAM • Runcrate	Not Available	$2.98/hr★ Best	—	Runcrate GPU Pricing Feed
GH200 96GB VRAM • Not Available Runcrate $2.98/hour Updated: 10/2/2026 ★Best Price Runcrate GPU Pricing Feed
H100 SXM 80GB VRAM • Runcrate	Not Available	$2.59/hr★ Best	—	Runcrate GPU Pricing Feed
H100 SXM 80GB VRAM • Not Available Runcrate $2.59/hour Updated: 10/3/2026 ★Best Price Runcrate GPU Pricing Feed
H200 141GB VRAM • Runcrate	Not Available	$4.24/hr★ Best	—	Runcrate GPU Pricing Feed
H200 141GB VRAM • Not Available Runcrate $4.24/hour Updated: 10/3/2026 ★Best Price Runcrate GPU Pricing Feed
L4 24GB VRAM • Runcrate	Not Available	$1.23/hr★ Best	—	Runcrate GPU Pricing Feed
L4 24GB VRAM • Not Available Runcrate $1.23/hour Updated: 10/3/2026 ★Best Price Runcrate GPU Pricing Feed
L40 40GB VRAM • Runcrate	Not Available	$1.14/hr★ Best	—	Runcrate GPU Pricing Feed
L40 40GB VRAM • Not Available Runcrate $1.14/hour Updated: 10/3/2026 ★Best Price Runcrate GPU Pricing Feed
L40S 48GB VRAM • Runcrate	Not Available	$1.14/hr★ Best	—	Runcrate GPU Pricing Feed
L40S 48GB VRAM • Not Available Runcrate $1.14/hour Updated: 10/3/2026 ★Best Price Runcrate GPU Pricing Feed
RTX 4090 24GB VRAM • Runcrate	Not Available	$0.52/hr★ Best	—	Runcrate GPU Pricing Feed
RTX 4090 24GB VRAM • Not Available Runcrate $0.52/hour Updated: 10/3/2026 ★Best Price Runcrate GPU Pricing Feed
RTX 5090 32GB VRAM • Runcrate	Not Available	$0.85/hr★ Best	—	Runcrate GPU Pricing Feed
RTX 5090 32GB VRAM • Not Available Runcrate $0.85/hour Updated: 10/3/2026 ★Best Price Runcrate GPU Pricing Feed
RTX 6000 Ada 48GB VRAM • Runcrate	Not Available	$1.26/hr★ Best	—	Runcrate GPU Pricing Feed
RTX 6000 Ada 48GB VRAM • Not Available Runcrate $1.26/hour Updated: 10/3/2026 ★Best Price Runcrate GPU Pricing Feed
RTX A5000 24GB VRAM • Runcrate	Not Available	$1.85/hr★ Best	—	Runcrate GPU Pricing Feed
RTX A5000 24GB VRAM • Not Available Runcrate $1.85/hour Updated: 10/3/2026 ★Best Price Runcrate GPU Pricing Feed
RTX A6000 48GB VRAM • Runcrate	Not Available	$0.65/hr★ Best	—	Runcrate GPU Pricing Feed
RTX A6000 48GB VRAM • Not Available Runcrate $0.65/hour Updated: 10/3/2026 ★Best Price Runcrate GPU Pricing Feed

LLM API Pricing Comparison

Total models: 119Both available: 12Prime Intellect: 111Runcrate: 20

Showing 15 of 119 models

Prices per 1M tokens · Last updated: 10/3/2026, 8:42:21 AM

Model ↑	Prime Intellect	Runcrate	Input Diff ↕
Claude 4 Sonnet Anthropic	$3.00 in $15.00 out	Not available	—
Claude Fable 5 Anthropic	$10.00 in $50.00 out	Not available	—
Claude Fable 5.1 Anthropic	$10.00 in $50.00 out	Not available	—
Claude Haiku 4.5 Anthropic	$1.00 in $5.00 out	Not available	—
Claude Opus 4.1 Anthropic	$15.00 in $75.00 out	Not available	—
Claude Opus 4.5 Anthropic	$5.00 in $25.00 out	Not available	—
Claude Opus 4.6 Anthropic	$5.00 in $25.00 out	Not available	—
Claude Opus 4.7 Anthropic	$5.00 in $25.00 out	Not available	—
Claude Opus 4.8 Anthropic	$5.00 in $25.00 out	Not available	—
Claude Opus 5 Anthropic	$5.00 in $25.00 out	Not available	—
Claude Opus 5.5 Anthropic	$4.00 in $20.00 out	Not available	—
Claude Sonnet 4.5 Anthropic	$3.00 in $15.00 out	Not available	—
Claude Sonnet 4.6 Anthropic	$3.00 in $15.00 out	Not available	—
Claude Sonnet 5 Anthropic	$2.00 in $10.00 out	Not available	—
DeepSeek R1 Distill Llama 70B DeepSeek	Not available	$0.800 in $0.800 out	—

Features Comparison

Prime Intellect

Multi-provider GPU access
On-demand access to 1 to 256 GPUs sourced from many clouds, managed from one dashboard, CLI, and API
Reserved clusters
Large-cluster requests sent to 50+ data centers for parallel quotes, from H100 and H200 to B200, B300, and GB300 NVL72
Prime Intellect Inference
OpenAI-compatible API for hosted open-weight models and gateway access to OpenAI, Anthropic, Google, xAI, and other model families, billed per token
Hosted RL training
Lab runs reinforcement-learning post-training against environments from the Environments Hub, with LoRA adapters deployable for inference
Orchestration and networking
SLURM and Kubernetes orchestration, InfiniBand networking, and Grafana monitoring for clusters
Spot resale
Idle reserved nodes can be put on Prime Intellect's spot market

Runcrate

Unified inference and compute billing
Token-billed API calls and GPU hours draw on one credit balance with a single invoice, auto-recharge, and credits that do not expire
OpenAI-compatible endpoint
Chat, image, video, text-to-speech, speech-to-text and embedding models served behind OpenAI-compatible REST endpoints, so existing clients switch by changing the base URL
Root access on GPU instances
Bare-metal instances with SSH, Docker and custom images, provisioned in about 60 seconds
Public GPU pricing API
An unauthenticated endpoint publishes the live GPU rate card, refreshed every few minutes
Dedicated clusters
Reserved bare-metal from 16 to 128+ nodes with NVLink fabric and managed Slurm job submission
Developer tooling
Python and TypeScript SDKs, a Vercel AI SDK provider, a CLI for instance and volume management, and an MCP server for controlling the platform from AI assistants

Pros & Cons

Prime Intellect

Advantages

One account for GPUs across many underlying providers
Per-token inference rates are published through a public models endpoint
Inference, training, and GPU rental on the same platform
Publishes open-source models, datasets, and RL tooling

Considerations

GPU rates are only available after sign-in through the availability API, so they are not tracked here
As an aggregator, hardware, networking, and support depend on the underlying provider
Gateway models are routed to other inference providers rather than served on Prime Intellect's own hardware

Runcrate

Advantages

Inference API and GPU compute share one account, one credit balance and one bill
Public rate card for both tokens and GPU hours, with no negotiation required to start
OpenAI-compatible API makes migration from other inference providers a base-URL change
Full root access and custom images on GPU instances

Considerations

Volume discounts, uptime SLAs and reserved capacity require contacting sales rather than self-service
Region pinning and compliance commitments (HIPAA eligibility, SOC 2 Type II datacenter partners) are Enterprise-tier only
GPU capacity is sourced multi-cloud rather than from owned datacenters, so placement control is limited on self-serve plans

Compute Services

Prime Intellect

Runcrate

GPU Instances

Self-service bare-metal GPU instances with root access, custom images and persistent volumes, deployable in about 60 seconds and scalable from 1 to 128 nodes

Dedicated Clusters

Reserved bare-metal clusters from 16 to 128+ nodes with NVLink fabric and managed Slurm, aimed at multi-node pre-training and fine-tuning

Pricing Options

Prime Intellect

On-demand GPUs

Hourly rates set per underlying provider, with community and spot tiers where available

Reserved clusters

Quoted per request from participating data centers

Per token

Inference billed per 1M input and output tokens, with cached-input rates on hosted models

Runcrate

Pay-per-token inference

Published per-million-token input and output rates on every model in the catalog, with no minimum and no commitment

Usage-based GPU compute

GPU instances metered while running with no minimum commitment — stopping the instance stops the meter

Dedicated capacity

Reserved GPU capacity sized to traffic in exchange for a monthly minimum, priced 40–60% below the public rate card and carrying a 99.9% uptime SLA

Enterprise contracts

Custom contract pricing with bring-your-own-cloud and self-hosted deployments, region pinning, and 99.95%/99.99% SLAs with service credits

Getting Started

Prime Intellect

Get Started

1
Create an account
Sign up at app.primeintellect.ai
2
Rent GPUs
Pick a GPU type, count, and provider from the availability list, then provision from the dashboard or the prime CLI
3
Call the inference API
Create an API key and point an OpenAI-compatible client at api.pinference.ai

Runcrate

Get Started

1
Create an account
Sign up through the console and generate an API key
2
Add credits
Fund one balance used by both API calls and GPU hours, optionally with auto-recharge
3
Call the API or deploy an instance
Point an OpenAI-compatible client at the inference endpoint, or launch a GPU instance from the console or CLI

Support & Global Availability

Prime Intellect

Support

Documentation, plus direct assistance from the research and infrastructure engineering team and a dedicated solutions engineer for reserved-cluster customers

Runcrate

Global Regions

Multi-cloud capacity advertised across North America (Los Angeles, Chicago), Europe (Amsterdam, Frankfurt) and Asia-Pacific (Singapore, Mumbai, Sydney, Tokyo); region pinning to US, EU or APAC is an Enterprise-tier option

Support

Documentation, quickstarts and SDK references; email and community Discord on the self-serve plan; Slack Connect with engineers on Dedicated; named customer success manager and on-call engineering on Enterprise