SpecialistExcels at routing text and multimodal prompts across various providers, but lacks Replicate's dedicated custom ML deployment.

Miro records 30,749,206 monthly visits with +1.7% month-over-month growth and Freemium, Contact for Pricing pricing. Replicate AI records 904,038 monthly visits with -8.4% growth and Paid pricing.

Run, fine-tune, and deploy machine learning models with one line of code
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | miro.com | replicate.com |
| Pricing Model | Freemium, Contact for Pricing | Paid |
| Monthly Visits | 30.75M (30,749,206) | 904.04K (904,038) |
| MoM Traffic Delta | +505.1K (+1.7%) |
| -82.59K (-8.4%) |
| Primary Market & Share | 🇺🇸 United States (19.4%) | 🇺🇸 United States (16.3%) |
|---|
| Direct Visits / mo | 20.18M | 577.5K |
|---|
| User Rating | 4.5 | 4.6 |
|---|
| Supported Platforms | Website | Website |
|---|
An AI-powered visual workspace where teams think, plan, and build together
An infinite multiplayer board where cursors, comments, and live editing let remote and hybrid teams work in the same space simultaneously.
Docs, Tables, Slides, Kanban, and Timelines live alongside freeform drawing so a workshop can turn directly into a structured plan.
Generate diagrams, tables, and summaries, remove image backgrounds, and connect external AI assistants through the MCP server.
6,000-7,000+ templates for brainstorming, workshops, roadmapping, and process mapping give teams a running start.

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.


Faster serverless execution for image and video models, but less generalized custom model deployment than Replicate.
#2
Stronger focus on LLM inference and fine-tuning, but lacks Replicate's diverse community-curated media model catalog.
#3
Stronger focus on structured mind mapping and flowcharting, but lacks Miro's massive template library and enterprise workshop features.
Free / Open-sourceSpecializes specifically in ultra-efficient model fine-tuning, rather than providing a general-purpose model hosting API.
Offers a broad mix of generative media models via API, but lacks Replicate's massive community deployment ecosystem.
Delivers exceptionally fast inference speeds for open models, but has a narrower model selection than Replicate.
SpecialistExcels at generating technical architecture diagrams directly from code, but less suited for freeform creative brainstorming.

Significantly cheaper pricing for running open-weight models, but offers fewer advanced custom training and deployment features.
Similar collaborative online whiteboard experience with strong AI diagramming, but offers fewer complex enterprise integration options.

SpecialistFeatures a spatial visual canvas integrated with multi-model chat agents, but less focused on team workshop facilitation.

Free / Open-sourceOpen infrastructure and one API for generative AI builders

SpecialistExcels at routing text and multimodal prompts across various providers, but lacks Replicate's dedicated custom ML deployment.
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 structured mind mapping and flowcharting, but lacks Miro's massive template library and enterprise workshop features.
Free / Open-sourceSpecializes specifically in ultra-efficient model fine-tuning, rather than providing a general-purpose model hosting API.
Offers a broad mix of generative media models via API, but lacks Replicate's massive community deployment ecosystem.
SpecialistExcels at generating technical architecture diagrams directly from code, but less suited for freeform creative brainstorming.
Similar collaborative online whiteboard experience with strong AI diagramming, but offers fewer complex enterprise integration options.
SpecialistFeatures a spatial visual canvas integrated with multi-model chat agents, but less focused on team workshop facilitation.
Free / Open-sourceOpen infrastructure and one API for generative AI builders