Dagster records 105,563 monthly visits with -18.5% month-over-month growth and Free Trial, Paid, Contact for Pricing pricing. Replicate AI records 904,038 monthly visits with -8.4% growth and Paid pricing.
AI-native data orchestration for trustworthy pipelines
Run, fine-tune, and deploy machine learning models with one line of code
| Dimension / Metric | | |
|---|---|---|
| Official Domain | dagster.io | replicate.com |
| Pricing Model | Free Trial, Paid, Contact for Pricing | Paid |
| Monthly Visits | 105.56K (105,563) | 904.04K (904,038) |
| MoM Traffic Delta | -24K (-18.5%) | -82.59K (-8.4%) |
| Primary Market & Share | 🇨🇳 China (19.6%) | 🇺🇸 United States (16.3%) |
| Direct Visits / mo | 25.74K | 577.5K |
| User Rating | 4.4 | 4.6 |
| Supported Platforms | Website | Website |
AI-native data orchestration for trustworthy pipelines
Run, fine-tune, and deploy machine learning models with one line of code
Run image, video, audio, speech, and language models through a uniform API surface, with official models for FLUX, Nano Banana, Seedream, Grok Imagine, MiniMax, Wan, Seedance, and more.
Set up a model in minutes and make an API call in Python, Node, or plain HTTP after authenticating with an API token.
Package your own model with Cog, an open-source tool for packaging machine learning models, and deploy it on dedicated hardware that scales up and down with demand.
Fine-tune models on your own data, including fast-booting fine-tunes that are billed only while actively processing requests rather than for idle time.
SpecialistExcels at routing text and multimodal prompts across various providers, but lacks Replicate's dedicated custom ML deployment.
SpecialistExcels at routing text and multimodal prompts across various providers, but lacks Replicate's dedicated custom ML deployment.
Automate work across thousands of apps — no code required
Free / Open-sourceOpen-source workflow automation built for AI agents and technical teams
Free / Open-sourceOpen-source workflow automation built for AI agents and technical teams
Faster serverless execution for image and video models, but less generalized custom model deployment than Replicate.
Faster serverless execution for image and video models, but less generalized custom model deployment than Replicate.
Stronger focus on LLM inference and fine-tuning, but lacks Replicate's diverse community-curated media model catalog.
Stronger focus on LLM inference and fine-tuning, but lacks Replicate's diverse community-curated media model catalog.
Free / Open-sourceSpecializes specifically in ultra-efficient model fine-tuning, rather than providing a general-purpose model hosting API.
Free / Open-sourceSpecializes specifically in ultra-efficient model fine-tuning, rather than providing a general-purpose model hosting API.
Free / Open-sourceBuild, deploy, and govern production-ready agentic AI workflows
Free / Open-sourceBuild, deploy, and govern production-ready agentic AI workflows
Offers a broad mix of generative media models via API, but lacks Replicate's massive community deployment ecosystem.
Offers a broad mix of generative media models via API, but lacks Replicate's massive community deployment ecosystem.
The environments frontier AI trains on, and the agents that do the recurring work
The environments frontier AI trains on, and the agents that do the recurring work
Delivers exceptionally fast inference speeds for open models, but has a narrower model selection than Replicate.
Significantly cheaper pricing for running open-weight models, but offers fewer advanced custom training and deployment features.
Free / Open-sourceReactive TypeScript backend with database, functions and AI gateway
Free / Open-sourceReactive TypeScript backend with database, functions and AI gateway
