What is the difference between Empirio Labs and OpenAI?

Empirio Labs and OpenAI 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: Empirio Labs or OpenAI?

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 Empirio Labs and OpenAI?

Yes, both providers offer flexible cloud GPU services. However, consider factors like data transfer costs, setup time, and specific features when switching between providers.

Empirio Labs vs OpenAI

Compare LLM inference API pricing between Empirio Labs and OpenAI. Find the best rates for AI training, inference, and ML workloads.

Empirio Labs

Provider 1

Models Available

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OpenAI

Provider 2

Models Available

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Comparison Overview

Total LLM Models

Empirio Labs Models

OpenAI Models

Direct Comparisons

LLM API Pricing Comparison

Total models: 42Both available: 0Empirio Labs: 14OpenAI: 28

Showing 15 of 42 models

Prices per 1M tokens · Last updated: 10/23/2026, 1:49:28 AM

Model ↑	Empirio Labs	OpenAI	Input Diff ↕
Gemma 4 26B Google	$0.050 in $0.290 out	Not available	—
GPT-3.5 Turbo OpenAI	Not available	$0.500 in $1.50 out	—
GPT-4.1 OpenAI	Not available	$2.00 in $8.00 out	—
GPT-4.1 mini OpenAI	Not available	$0.400 in $1.60 out	—
GPT-4.1 nano OpenAI	Not available	$0.100 in $0.400 out	—
GPT-4o OpenAI	Not available	$2.50 in $10.00 out	—
GPT-4o mini OpenAI	Not available	$0.150 in $0.600 out	—
GPT-5 OpenAI	Not available	$1.25 in $10.00 out	—
GPT-5 mini OpenAI	Not available	$0.250 in $2.00 out	—
GPT-5 Nano OpenAI	Not available	$0.050 in $0.400 out	—
GPT-5 Pro OpenAI	Not available	$15.00 in $120.00 out	—
GPT-5.1 OpenAI	Not available	$1.25 in $10.00 out	—
GPT-5.2 OpenAI	Not available	$1.75 in $14.00 out	—
GPT-5.2 Pro OpenAI	Not available	$21.00 in $168.00 out	—
GPT-5.4 OpenAI	Not available	$2.50 in $15.00 out	—

Features Comparison

Empirio Labs

Multi-format API
Requests can use the OpenAI Chat Completions, OpenAI Responses, Anthropic Messages or Google Gemini format with one set of credentials.
Large model catalog
The docs list 200+ language, image, video, audio and multimodal models from dozens of authors behind a single API.
GPU Cloud
Managed GPU instances for model serving, notebooks, ComfyUI or custom CUDA Docker images, billed by the second against the credit balance.
Hosted Agents
Private OpenClaw or Hermes agent runtimes that run on EmpirioLabs models and connect to chat channels and tools.
MCP server
Models and platform features are available to MCP clients such as Claude, ChatGPT and Cursor.

OpenAI

GPT Model Family
GPT-6 Astra for complex reasoning and coding, GPT-6 Sol to balance capability and cost, and GPT-6 Luna for cost-sensitive, high-volume workloads
Reasoning Models
Reasoning models for multi-step, complex tasks
Image Generation
Generate images as output with GPT Image 2
Realtime and Audio
Realtime API for voice applications plus endpoints to analyze, transcribe, and generate audio
Multimodal Capabilities
Process text, images, audio, and video inputs with unified models
Function Calling
Structured outputs and tool use for building agents and workflows

Pros & Cons

Empirio Labs

Advantages

One API key reaches language, image, video, audio and 3D generation models
Compatible with OpenAI, Anthropic and Gemini request formats
Pay-as-you-go prepaid credits with optional Lite, Pro and Max plans
Account usage API reports balance, request history and costs

Considerations

Default limits are 50 requests and 2,000,000 tokens per minute; higher limits are by request
Prepaid credits bought on or after 23 July 2026 expire after 12 months
Many catalog models are proprietary endpoints routed from other developers rather than self-hosted

OpenAI

Advantages

Industry-leading model performance and accuracy
Extensive training data providing unmatched breadth across languages and domains
Developer-friendly SDKs for Python, JavaScript, and other languages
Comprehensive documentation and large community

Considerations

Higher cost compared to open-source alternatives
Token usage can scale quickly with conversation threads
Data privacy concerns for sensitive applications

Compute Services

Empirio Labs

OpenAI

Pricing Options

Empirio Labs

OpenAI

Pay-per-token

Charged based on tokens processed for both input and output

Batch API

50% discount for asynchronous batch processing

Prompt Caching

Discounts for recently seen input tokens

Getting Started

Empirio Labs

Get Started

1
Create an account
Sign up on the EmpirioLabs platform and open the dashboard.
2
Add credits
Top up the prepaid balance from the Billing page, or choose an optional plan.
3
Create an API key
Generate a key with the sk-empiriolabs- prefix and keep it server-side.
4
Send a request
Call the API using the OpenAI, Anthropic or Gemini request format with the key as a bearer token.

OpenAI

Get Started

1
Create an account
Sign up at platform.openai.com
2
Generate API key
Create an API key in the dashboard and store it securely
3
Install SDK
Install the OpenAI SDK for Python, JavaScript, or your preferred language
4
Make your first call
Use the SDK to call OpenAI models for text generation or other tasks

Support & Global Availability

Empirio Labs

Global Regions

Global

Support

Email support@empiriolabs.ai; documentation at docs.empiriolabs.ai

OpenAI

Global Regions

Global availability with data residency options in US, Europe, UK, Canada, Japan, South Korea, Singapore, India, Australia, and UAE

Support

Documentation, Help Center, Developer Forum, email support, and enterprise support plans with dedicated account managers