What is the difference between Inception and Runpod?

Inception and Runpod 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: Inception or Runpod?

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 Inception and Runpod?

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 39 different GPU models across both Inception and Runpod, with 0 models available from both providers.

Inception vs Runpod

Compare GPU and LLM inference API pricing between Inception and Runpod. Find the best rates for AI training, inference, and ML workloads.

Inception

Provider 1

GPUs Available

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Runpod

Provider 2

GPUs Available

Visit Website

Comparison Overview

Total GPU Models

Inception GPUs

Runpod GPUs

Direct Comparisons

GPU Pricing Comparison

Total GPUs: 39Both available: 0Inception: 0Runpod: 39

Showing 15 of 39 GPUs

Last updated: 10/21/2026, 7:34:30 AM

GPU Model ↑	Inception Price	Runpod Price	Price Diff ↕	Sources
A100 PCIe 80GB 80GB VRAM • Runpod	Not Available	$1.19/hr★ Best	—	Runpod API
A100 PCIe 80GB 80GB VRAM • Not Available Runpod $1.19/hour Updated: 10/21/2026 ★Best Price Runpod API
A100 SXM 80GB VRAM • Runpod	Not Available	$1.39/hr★ Best	—	Runpod API
A100 SXM 80GB VRAM • Not Available Runpod $1.39/hour Updated: 10/21/2026 ★Best Price Runpod API
A100 SXM 40GB 40GB VRAM • Runpod	Not Available	$1.00/hr★ Best	—	Runpod API
A100 SXM 40GB 40GB VRAM • Not Available Runpod $1.00/hour Updated: 10/21/2026 ★Best Price Runpod API
A40 48GB VRAM • Runpod	Not Available	$0.59/hr★ Best	—	Runpod API
A40 48GB VRAM • Not Available Runpod $0.59/hour Updated: 10/21/2026 ★Best Price Runpod API
B200 180GB VRAM • Runpod	Not Available	$5.98/hr★ Best	—	Runpod API
B200 180GB VRAM • Not Available Runpod $5.98/hour Updated: 10/21/2026 ★Best Price Runpod API
H100 NVL 94GB VRAM • Runpod	Not Available	$2.59/hr★ Best	—	Runpod API
H100 NVL 94GB VRAM • Not Available Runpod $2.59/hour Updated: 10/21/2026 ★Best Price Runpod API
H100 PCIe 80GB VRAM • Runpod	Not Available	$1.99/hr★ Best	—	Runpod API
H100 PCIe 80GB VRAM • Not Available Runpod $1.99/hour Updated: 10/21/2026 ★Best Price Runpod API
H100 SXM 80GB VRAM • Runpod	Not Available	$2.69/hr★ Best	—	Runpod API
H100 SXM 80GB VRAM • Not Available Runpod $2.69/hour Updated: 10/21/2026 ★Best Price Runpod API
H200 141GB VRAM • Runpod	Not Available	$3.59/hr★ Best	—	Runpod API
H200 141GB VRAM • Not Available Runpod $3.59/hour Updated: 10/21/2026 ★Best Price Runpod API
H200 NVL 141GB VRAM • Runpod	Not Available	$3.79/hr★ Best	—	Runpod API
H200 NVL 141GB VRAM • Not Available Runpod $3.79/hour Updated: 10/21/2026 ★Best Price Runpod API
HGX B300 288GB VRAM • Runpod	Not Available	$6.94/hr★ Best	—	Runpod API
HGX B300 288GB VRAM • Not Available Runpod $6.94/hour Updated: 10/21/2026 ★Best Price Runpod API
L4 24GB VRAM • Runpod	Not Available	$0.59/hr★ Best	—	Runpod API
L4 24GB VRAM • Not Available Runpod $0.59/hour Updated: 10/21/2026 ★Best Price Runpod API
L40 40GB VRAM • Runpod	Not Available	$0.69/hr★ Best	—	Runpod API
L40 40GB VRAM • Not Available Runpod $0.69/hour Updated: 10/21/2026 ★Best Price Runpod API
L40S 48GB VRAM • Runpod	Not Available	$0.79/hr★ Best	—	Runpod API
L40S 48GB VRAM • Not Available Runpod $0.79/hour Updated: 10/21/2026 ★Best Price Runpod API
MI300X 192GB VRAM • Runpod	Not Available	$2.39/hr★ Best	—	Runpod API
MI300X 192GB VRAM • Not Available Runpod $2.39/hour Updated: 10/21/2026 ★Best Price Runpod API

A100 PCIe 80GB 80GB VRAM • Runpod	Not Available	$1.19/hr★ Best	—	Runpod API
A100 PCIe 80GB 80GB VRAM • Not Available Runpod $1.19/hour Updated: 10/21/2026 ★Best Price Runpod API
A100 SXM 80GB VRAM • Runpod	Not Available	$1.39/hr★ Best	—	Runpod API
A100 SXM 80GB VRAM • Not Available Runpod $1.39/hour Updated: 10/21/2026 ★Best Price Runpod API
A100 SXM 40GB 40GB VRAM • Runpod	Not Available	$1.00/hr★ Best	—	Runpod API
A100 SXM 40GB 40GB VRAM • Not Available Runpod $1.00/hour Updated: 10/21/2026 ★Best Price Runpod API
A40 48GB VRAM • Runpod	Not Available	$0.59/hr★ Best	—	Runpod API
A40 48GB VRAM • Not Available Runpod $0.59/hour Updated: 10/21/2026 ★Best Price Runpod API
B200 180GB VRAM • Runpod	Not Available	$5.98/hr★ Best	—	Runpod API
B200 180GB VRAM • Not Available Runpod $5.98/hour Updated: 10/21/2026 ★Best Price Runpod API
H100 NVL 94GB VRAM • Runpod	Not Available	$2.59/hr★ Best	—	Runpod API
H100 NVL 94GB VRAM • Not Available Runpod $2.59/hour Updated: 10/21/2026 ★Best Price Runpod API
H100 PCIe 80GB VRAM • Runpod	Not Available	$1.99/hr★ Best	—	Runpod API
H100 PCIe 80GB VRAM • Not Available Runpod $1.99/hour Updated: 10/21/2026 ★Best Price Runpod API
H100 SXM 80GB VRAM • Runpod	Not Available	$2.69/hr★ Best	—	Runpod API
H100 SXM 80GB VRAM • Not Available Runpod $2.69/hour Updated: 10/21/2026 ★Best Price Runpod API
H200 141GB VRAM • Runpod	Not Available	$3.59/hr★ Best	—	Runpod API
H200 141GB VRAM • Not Available Runpod $3.59/hour Updated: 10/21/2026 ★Best Price Runpod API
H200 NVL 141GB VRAM • Runpod	Not Available	$3.79/hr★ Best	—	Runpod API
H200 NVL 141GB VRAM • Not Available Runpod $3.79/hour Updated: 10/21/2026 ★Best Price Runpod API
HGX B300 288GB VRAM • Runpod	Not Available	$6.94/hr★ Best	—	Runpod API
HGX B300 288GB VRAM • Not Available Runpod $6.94/hour Updated: 10/21/2026 ★Best Price Runpod API
L4 24GB VRAM • Runpod	Not Available	$0.59/hr★ Best	—	Runpod API
L4 24GB VRAM • Not Available Runpod $0.59/hour Updated: 10/21/2026 ★Best Price Runpod API
L40 40GB VRAM • Runpod	Not Available	$0.69/hr★ Best	—	Runpod API
L40 40GB VRAM • Not Available Runpod $0.69/hour Updated: 10/21/2026 ★Best Price Runpod API
L40S 48GB VRAM • Runpod	Not Available	$0.79/hr★ Best	—	Runpod API
L40S 48GB VRAM • Not Available Runpod $0.79/hour Updated: 10/21/2026 ★Best Price Runpod API
MI300X 192GB VRAM • Runpod	Not Available	$2.39/hr★ Best	—	Runpod API
MI300X 192GB VRAM • Not Available Runpod $2.39/hour Updated: 10/21/2026 ★Best Price Runpod API

LLM API Pricing Comparison

Total models: 4Both available: 0Inception: 3Runpod: 1

Showing 4 of 4 models

Prices per 1M tokens · Last updated: 10/21/2026, 7:34:30 AM

Model ↑	Inception	Runpod	Input Diff ↕
Mercury 2 Inception	$0.250 in $0.750 out	Not available	—
Mercury 2.5 Inception	$0.200 in $0.750 out	Not available	—
Mercury 3 Inception	$0.100 in $0.350 out	Not available	—
Qwen 3 32B Alibaba	Not available	$10.00 in $10.00 out	—

Features Comparison

Inception

Mercury chat models
Chat Completions endpoint for the Mercury models, with tool calling, structured outputs and selectable reasoning effort
Code completion and next-edit
Fill-in-the-middle and edit endpoints served by the Mercury Edit code model for IDE autocomplete
Mercury Decide
A decisions endpoint for classification and scoring over shared context, returning calibrated probabilities
Prompt caching
Cached input tokens are billed at a reduced rate

Runpod

Secure Cloud GPUs
Access to a wide range of GPU types with enterprise-grade security
Pay-as-you-go
Only pay for the compute time you actually use
API Access
Programmatically manage your GPU instances via REST API
Fast cold-starts
Pods typically ready in 20-30 s
Hot-reload dev loop
SSH & VS Code tunnels built-in
Spot-to-on-demand fallback
Automatic migration on pre-empt

Pros & Cons

Inception

Advantages

First-party access to the Mercury diffusion models
OpenAI-compatible API
Cached-input rates published per model
Also available through OpenRouter, AWS Bedrock and Azure Foundry

Considerations

Only Inception's own models are offered
Older Mercury models are closed to new users

Runpod

Advantages

Competitive pricing with pay-per-second billing
Wide variety of GPU options
Simple and intuitive interface

Considerations

GPU availability can vary by region
Some features require technical knowledge

Compute Services

Inception

Runpod

Pods

On‑demand single‑node GPU instances in Secure Cloud (data‑center hosted) or lower‑cost Community Cloud, with flexible templates and storage.

Serverless

Pay‑per‑second endpoints with automatic scaling for production AI/ML applications.

Instant Clusters

Fully managed multi‑node GPU clusters with high‑speed networking between nodes.

Pricing Options

Inception

Per token

Input, cached input and output tokens billed per 1M

Enterprise

Dedicated capacity, private networking and custom terms through sales

Runpod

Secure Cloud

Pods hosted in vetted data centers; higher reliability tier

Community Cloud

Pods on vetted community hosts at lower rates than Secure Cloud

Spot

Interruptible capacity at reduced prices

Serverless

Pay-per-second billing for endpoint execution time, with automatic scaling and no charge when idle

Clusters

Per-hour or per-second billing for multi-node GPU clusters with no commitment, scaling up to 64 GPUs

Reserved Clusters

Discounted rates for 1, 3, 6, or 12+ month commitments on dedicated clusters with guaranteed availability and SLA-backed uptime; quoted by sales

Public Endpoints

Usage-based billing for pre-deployed model APIs, charged per request, per token, or per 1000 characters depending on the model

Getting Started

Inception

Get Started

1
Create an account
Sign up on the Inception Platform
2
Create an API key
Generate a key in the platform dashboard
3
Call the API
Send requests to api.inceptionlabs.ai with an OpenAI-compatible client or the Inception SDKs

Runpod

Get Started

1
Create an account
Sign up for Runpod using your email or GitHub account
2
Add payment method
Add a credit card or cryptocurrency payment method
3
Launch your first pod
Select a template and GPU type to launch your first instance

Support & Global Availability

Inception

Support

Documentation, Discord community and enterprise sales

Runpod

Global Regions

31 global regions worldwide

Support

Documentation site, support request form, public status page, and a community Discord