Anyscale vs Modal vs Baseten vs Fireworks AI

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

Your tool
Anyscale
vs
Competitor 1
Modal
Competitor 2
Baseten
Competitor 3
Fireworks AI
Compare
4 tools · best value per row highlighted
Your tool Anyscale
anyscale.com
Scale AI effortlessly
Remove
Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Competitor Baseten
baseten.co
Models to production fast
Make main Remove
Competitor Fireworks AI
fireworks.ai
Production AI infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
79.1Kvisits/mo
972.8Kvisits/mo
355.4Kvisits/mo
713.6Kvisits/mo
MoM change
▼ 25.4%
▲ 5.7%
▲ 21.3%
▼ 21.1%
6-month growth
-21.0%
+13.6%
+73.3%
+62.9%
Global rank web
#330,039
#43,856
#113,597
#55,462
Avg. last 3 months
90.4K
960K
304.6K
743.7K
Bounce rate lower is better
42%
37%
39%
43%
Pages / visit
3.3
6.6
4.1
3.6
Visit duration
1m 53s
5m 31s
1m 53s
2m 40s
Traffic sources
● Direct 81% · ● Referral 15%
● Direct 94% · ● Referral 5%
● Direct 89% · ● Referral 9%
● Direct 91% · ● Referral 6%
AnyscaleModalBasetenFireworks AI
0291.9K583.7K875.6K1.2MAnyscale · 98.7KAnyscale · 93.3KAnyscale · 86.3KAnyscale · 89.2KAnyscale · 100.1KAnyscale · 67.9KAnyscale · 72KAnyscale · 86KAnyscale · 106.1KAnyscale · 79.1KModal · 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 · 355.4KFireworks AI · 224.6KFireworks AI · 250KFireworks AI · 355.9KFireworks AI · 323.2KFireworks AI · 438.1KFireworks AI · 720.8KFireworks AI · 610.7KFireworks AI · 613.3KFireworks AI · 904KFireworks AI · 713.6K10K100K1M10MAnyscale · 98.7KAnyscale · 93.3KAnyscale · 86.3KAnyscale · 89.2KAnyscale · 100.1KAnyscale · 67.9KAnyscale · 72KAnyscale · 86KAnyscale · 106.1KAnyscale · 79.1KModal · 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 · 355.4KFireworks AI · 224.6KFireworks AI · 250KFireworks AI · 355.9KFireworks AI · 323.2KFireworks AI · 438.1KFireworks AI · 720.8KFireworks AI · 610.7KFireworks AI · 613.3KFireworks AI · 904KFireworks AI · 713.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
—
$250per month · free tier available
Free tier
Free tier
Free tier
–
Free trial
–
–
–
API access
Plans
Free Trial FreePay-as-you-go Custom/moCommitted Custom/mo
Starter FreeTeam $250/moEnterprise Custom
Basic CustomPro CustomEnterprise Custom
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Capabilities input → output
Input
CodeData
Code
AudioText
CodeImagesText
Output
Data
Apps
AudioImagesText
CodeText
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 Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
5
6
6
7
Development
Inference
–
Developer tools
–
APIs
–
GPU infrastructure
–
–
Models
–
–
LLM development
–
–
Fine-Tuning
–
–
–
Model training
–
–
–
Cloud computing
–
–
–
Web service deployment
–
–
–
Performance optimization
–
–
–
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.