Modal vs Baseten vs Anyscale vs Replicate

Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.

Your tool
Modal
vs
Competitor 1
Baseten
Competitor 2
Anyscale
Competitor 3
Replicate
Compare
4 tools · best value per row highlighted
Your tool Modal
modal.com
Run AI code without infrastructure
Remove
Competitor Baseten
baseten.co
Models to production fast
Make main Remove
Competitor Anyscale
anyscale.com
Scale AI effortlessly
Make main Remove
Competitor Replicate
replicate.com
Run open-source AI without managing servers
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
972.8Kvisits/mo
355.4Kvisits/mo
79.1Kvisits/mo
1Mvisits/mo
MoM change
▲ 5.7%
▲ 21.3%
▼ 25.4%
▼ 3.1%
6-month growth
+13.6%
+73.3%
-21.0%
-30.2%
Global rank web
#43,856
#113,597
#330,039
#39,584
Avg. last 3 months
960K
304.6K
90.4K
1.1M
Bounce rate lower is better
37%
39%
42%
35%
Pages / visit
6.6
4.1
3.3
5.6
Visit duration
5m 31s
1m 53s
1m 53s
5m 09s
Traffic sources
● Direct 94% · ● Referral 5%
● Direct 89% · ● Referral 9%
● Direct 81% · ● Referral 15%
● Direct 92% · ● Referral 6%
ModalBasetenAnyscaleReplicate
0415.2K830.4K1.2M1.7MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KBaseten · 141.4KBaseten · 136.4KBaseten · 197.3KBaseten · 205KBaseten · 246.2KBaseten · 247.6KBaseten · 265.6KBaseten · 292.9KBaseten · 355.4KAnyscale · 98.7KAnyscale · 93.3KAnyscale · 86.3KAnyscale · 89.2KAnyscale · 100.1KAnyscale · 67.9KAnyscale · 72KAnyscale · 86KAnyscale · 106.1KAnyscale · 79.1KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1M10K100K1M10MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KBaseten · 141.4KBaseten · 136.4KBaseten · 197.3KBaseten · 205KBaseten · 246.2KBaseten · 247.6KBaseten · 265.6KBaseten · 292.9KBaseten · 355.4KAnyscale · 98.7KAnyscale · 93.3KAnyscale · 86.3KAnyscale · 89.2KAnyscale · 100.1KAnyscale · 67.9KAnyscale · 72KAnyscale · 86KAnyscale · 106.1KAnyscale · 79.1KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$250per month · free tier available
Free tier
—
—
Free tier
–
–
Free trial
–
–
–
API access
–
Plans
Starter FreeTeam $250/moEnterprise Custom
Basic CustomPro CustomEnterprise Custom
Free Trial FreePay-as-you-go Custom/moCommitted Custom/mo
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Capabilities input → output
Input
Code
AudioText
CodeData
ImagesText
Output
Apps
AudioImagesText
Data
AudioImagesTextVideo
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
6
5
9
Development
Inference
–
Developer tools
–
APIs
–
GPU infrastructure
–
–
Models
–
–
LLM development
–
–
Model training
–
–
–
API integrations
–
–
–
Cloud computing
–
–
–
Web service deployment
–
–
–
Image generation
–
–
–
Performance optimization
–
–
–
Video generation
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
Verified listing
–
–
–
–

Traffic figures are third-party estimates for the tool's own domain; tools sharing a domain with a bigger product are not counted. Pricing is captured from each tool's site and may lag.