What is the difference between Replicate and Wafer?

Replicate and Wafer 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: Replicate or Wafer?

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 Replicate and Wafer?

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

Replicate vs Wafer LLM API Pricing 2026

LLM API Pricing Comparison

Total models: 3Both available: 0Replicate: 1Wafer: 2

Showing 3 of 3 models

Prices per 1M tokens · Last updated: 7/21/2026, 2:44:19 AM

Model ↑	Replicate	Wafer	Input Diff ↕
Claude 3.7 Sonnet Anthropic	$0.0000 in $3.00 out	Not available	—
GLM-5.1 Zhipu	Not available	$1.00 in $3.20 out	—
GLM-5.2 Zhipu	Not available	$1.20 in $4.10 out	—

Features Comparison

Replicate

Vast Model Library
Access thousands of open-source models including LLMs, image generators, and more
Simple API
Consistent REST API across all models with webhooks for async processing
Custom Model Hosting
Deploy your own models using Cog containerization
Serverless Scaling
Automatic scaling with cold-start optimization

Wafer

Serverless Inference
Pay-as-you-go API access to hosted open-source models including GLM, Kimi, Qwen, and DeepSeek with no infrastructure management
Dedicated Endpoints
Custom-tuned inference deployments with performance guarantees, provisioned in under 24 hours
Automated Performance Optimization
Agents profile inference bottlenecks and tune across serving engines (vLLM, SGLang, TensorRT-LLM), custom kernels (CUDA, HIP, Triton, NKI), quantization (FP8/FP4), and decode strategies
Multi-Accelerator Hardware
Workloads run on NVIDIA B200/B300, AMD MI350X/MI355X, and AWS Trainium depending on the model and traffic shape
OpenAI- and Anthropic-Compatible API
OpenAI-compatible endpoint at pass.wafer.ai/v1 and Anthropic-compatible endpoint at pass.wafer.ai/v1/messages, both using Bearer token authentication
Prompt Caching
Cached input tokens are billed at reduced rates on supported models

Pros & Cons

Replicate

Advantages

Largest selection of open-source models on one platform
Simple pay-per-prediction pricing with no minimum
Easy deployment of custom models via Cog
Active community contributing new models daily

Considerations

Cold start latency for less popular models
Pricing can be unpredictable for high-volume use
Less optimized than specialized inference providers

Wafer

Advantages

High-throughput serving with results independently benchmarked on Artificial Analysis
Prompt caching with discounted cached-input rates
Dedicated endpoints set up in under 24 hours
Runs across NVIDIA, AMD, and AWS Trainium accelerators rather than a single vendor

Considerations

Small serverless model catalog centered on the GLM family
Inference only - no GPU rental, training, or fine-tuning hosting
Early-stage company with a smaller ecosystem than established inference providers

Compute Services

Replicate

Wafer

Pricing Options

Replicate

Pay-per-prediction

Charged per model run based on compute time and hardware

Free tier

Limited free predictions for new users

Wafer

Pay-per-token

Prepaid credits with separate input and output token rates per model and no subscription

Cached input

Reduced rates for cached input tokens on supported models

Dedicated endpoints

Custom pricing for dedicated deployments with tuned performance targets, arranged with the sales team

Getting Started

Replicate

Get Started

1
Create an account
Sign up at replicate.com with GitHub or email
2
Get API token
Copy your API token from account settings
3
Run a prediction
Use the API or Python client to run any model

Wafer

Get Started

1
Create an account
Sign up at app.wafer.ai and load credits for pay-as-you-go usage
2
Generate an API key
Create a key in the console and pass it as a Bearer token
3
Make your first request
Call the OpenAI-compatible endpoint at pass.wafer.ai/v1 with a model from the serverless catalog

Support & Global Availability

Replicate

Global Regions

US-based infrastructure with global CDN

Support

Documentation, Discord community, email support

Wafer

Support

Documentation at docs.wafer.ai, email support (hi@wafer.ai), and scheduled onboarding calls for enterprise