Replicate
Run AI with API
VS
Trace
AI component generator for developers.
Popularity
Replicate10,755
Trace7,444
Pricing
FreemiumReplicate
FreemiumTrace
Features
4
Replicate
vs
5
Trace
Our verdict
Replicate is significantly more popular in terms of media coverage and engagement.
Replicate offers an API for integration into your workflows.
Detailed comparison
Criteria
Replicate
Trace
Pricing
Freemium
Freemium
Plans & pricing
Free: Free, Paid: Custom
Free: Free, Builder: $20/mo, Pro: $99/mo, Credits On Demand: $10/mo
Free trial
Yes
No
Audience
b2b
b2b
Platforms
Web, Api, Cli
Ios, Web, Cli
API
Yes
No
Open Source
Open Source
Proprietary
Integrations
Zapier, Paths by zapier, Telegram, Google ai studio, Google sheets, Gmail, Openrouter, Google drive, Zapier tables, Buildship, Nextcloud, Weaviate, Langchain, Crowdin, Github, Cloudflare workers
—
Categories
Data Science, Dev Tools
Dev Tools, No-Code
Popularity
Very High
Very High
Description
Replicate allows users to run open-source machine learning models with a cloud API, hosting a wide variety of proprietary models. Most models are billed by the time they take to run.
Trace was an AI-powered component generator designed to provide developers with thousands of ready-to-use components. It offered a freemium model with a free tier including limited credits and paid plans for enhanced features like unlimited drafts and source code access. The project is no longer actively maintained.
Pricing
Replicate
Freemium
Trace
Freemium
Plans & pricing
Replicate
Free: Free, Paid: Custom
Trace
Free: Free, Builder: $20/mo, Pro: $99/mo, Credits On Demand: $10/mo
Free trial
Replicate
Yes
Trace
No
Audience
Replicate
b2b
Trace
b2b
Platforms
Replicate
Web, Api, Cli
Trace
Ios, Web, Cli
API
Replicate
Yes
Trace
No
Open Source
Replicate
Open Source
Trace
Proprietary
Integrations
Replicate
Zapier, Paths by zapier, Telegram, Google ai studio, Google sheets, Gmail, Openrouter, Google drive, Zapier tables, Buildship, Nextcloud, Weaviate, Langchain, Crowdin, Github, Cloudflare workers
Trace
—
Categories
Replicate
Data Science, Dev Tools
Trace
Dev Tools, No-Code
Popularity
Replicate
Very High
Trace
Very High
Description
Replicate
Replicate allows users to run open-source machine learning models with a cloud API, hosting a wide variety of proprietary models. Most models are billed by the time they take to run.
Trace
Trace was an AI-powered component generator designed to provide developers with thousands of ready-to-use components. It offered a freemium model with a free tier including limited credits and paid plans for enhanced features like unlimited drafts and source code access. The project is no longer actively maintained.
Features
Replicate
Run open-source machine learning models
Cloud API for model execution
Variety of proprietary models available
Models billed by execution time
Trace
Thousands of ready-to-use components
AI component generation
Free plan with 100 credits/month
Paid plans with unlimited drafts
Source code access for components (paid plan)
Key differentiators
Replicate
- Simplified AI model deployment via API
- Extensive catalog of open-source models
- Versioning and custom model support
- Pay-per-second/inference pricing
- Developer-first experience
Trace
- SwiftUI component generation
- AI component generation
- Trace compression for distributed tracing
- OpenTelemetry compatibility
Other comparisons
FAQ: Replicate vs Trace
Replicate: Run AI with API. Trace: AI component generator for developers.. Both tools take different approaches to address similar needs.
Both offer a free or freemium plan. Replicate is freemium and Trace is freemium.
The best choice between Replicate and Trace depends on your specific needs. Compare their features, pricing, and target audience on this page to find the tool that best fits your use case.
Both are primarily designed for individuals. The choice depends on which specific features you need.
Replicate offers: Run open-source machine learning models, Cloud API for model execution, Variety of proprietary models available, Models billed by execution time. Trace offers: Thousands of ready-to-use components, AI component generation, Free plan with 100 credits/month, Paid plans with unlimited drafts.
Based on our data, Replicate currently enjoys greater popularity. However, popularity isn't the only factor — compare features to find the right tool for your needs.
Replicate offers a free trial, but Trace does not.
Replicate is open source, while Trace is proprietary. Open source tools offer more transparency and customization options.
Replicate offers 16 integrations (zapier, paths by zapier, telegram, google ai studio, google sheets...) compared to 0 for Trace.
Replicate is available on Web, Api, Cli. Trace is available on Ios, Web, Cli.