modal.com
modal.comAbout modal.com
High-performance, collaborative GPU notebooks in the cloud
Competitive Landscape Overview
Top Competitors
huggingface.co
huggingface.co
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
Shares 7 keywords including "flash attention"
fal.ai
fal.ai
We help companies to build and scale their AI products. Learn more about our customer cases.
Shares 3 keywords including "flux lora"
openai.com
openai.com
We believe our research will eventually lead to artificial general intelligence, a system that can solve human-level problems. Building safe and beneficial AGI is our mission.
Shares 2 keywords including "decagon"
nvidia.com
nvidia.com
Improve productivity and reduce downtime for your systems.
Shares 2 keywords including "nvidia h200"
techcrunch.com
techcrunch.com
Read the latest news about Policy on TechCrunch
Shares 2 keywords including "modal ai"
civitai.com
civitai.com
The Terms of Service for the model sharing platform Civitai
Shares 2 keywords including "flux lora"
Competitors identified by shared traffic-driving keywords
Keyword Battle: modal.com vs Competitors
| Keyword | Search Volume | modal.com | Competitor | |
|---|---|---|---|---|
| decagon | 75,450 | #4 | openai.com #6 | ✓ Leading |
| nvidia h200 | 24,260 | #4 | nvidia.com #1 | ✗ Behind |
| flash attention | 16,350 | #5 | huggingface.co #7 | ✓ Leading |
| modal ai | 6,810 | #1 | techcrunch.com #6 | ✓ Leading |
| modal labs | 4,370 | #1 | techcrunch.com #3 | ✓ Leading |
| chattts | 4,040 | #6 | huggingface.co #4 | ✗ Behind |
| flux lora | 3,420 | #8 | fal.ai #3 | ✗ Behind |
| mochi 1 | 2,760 | #7 | fal.ai #5 | ✗ Behind |
| flux dev | 2,410 | #6 | huggingface.co #1 | ✗ Behind |
| best embedding models | 1,960 | #6 | huggingface.co #1 | ✗ Behind |
Traffic Comparison
Acquisition Channel Mix
Geographic Footprint
Find weak markets where competitors haven't established dominance
| Country | modal.com | huggingface.co | fal.ai | openai.com | nvidia.com | techcrunch.com |
|---|---|---|---|---|---|---|
| 🇺🇸 US | 38% | 19% | 21% | 22% | 21% | 59% |
| 🇮🇳 IN | 8% | 9% | 9% | 7% | 9% | 5% |
| 🌐 CN | 5% | 13% | 5% | — | 7% | — |
| 🇩🇪 DE | — | 5% | 4% | 4% | 5% | 2% |
| 🇰🇷 KR | 3% | 4% | 4% | 4% | — | — |
| 🇬🇧 GB | 3% | — | 4% | — | — | 4% |
Market Opportunities
Domain Age Comparison
How does modal.com actually grow?
This page shows the surface. A Growth Teardown reverse-engineers the full playbook — which keywords drive signups, where backlinks come from, which channels convert, and what you can replicate in your own product.
Report based on data from May 2026