Fireworks AI vs Modal vs Anyscale vs Baseten

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

Your tool
Fireworks AI
vs
Competitor 1
Modal
Competitor 2
Anyscale
Competitor 3
Baseten
Compare
4 tools · best value per row highlighted
Your tool Fireworks AI
fireworks.ai
Production AI infrastructure
Remove
Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Competitor Anyscale
anyscale.com
Scale AI effortlessly
Make main Remove
Competitor Baseten
baseten.co
Models to production fast
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
713.6Kvisits/mo
972.8Kvisits/mo
79.1Kvisits/mo
355.4Kvisits/mo
MoM change
▼ 21.1%
▲ 5.7%
▼ 25.4%
▲ 21.3%
6-month growth
+62.9%
+13.6%
-21.0%
+73.3%
Global rank web
#55,462
#43,856
#330,039
#113,597
Avg. last 3 months
743.7K
960K
90.4K
304.6K
Bounce rate lower is better
43%
37%
42%
39%
Pages / visit
3.6
6.6
3.3
4.1
Visit duration
2m 40s
5m 31s
1m 53s
1m 53s
Traffic sources
● Direct 91% · ● Referral 6%
● Direct 94% · ● Referral 5%
● Direct 81% · ● Referral 15%
● Direct 89% · ● Referral 9%
Fireworks AIModalAnyscaleBaseten
0291.9K583.7K875.6K1.2MFireworks 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 · 713.6KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KAnyscale · 98.7KAnyscale · 93.3KAnyscale · 86.3KAnyscale · 89.2KAnyscale · 100.1KAnyscale · 67.9KAnyscale · 72KAnyscale · 86KAnyscale · 106.1KAnyscale · 79.1KBaseten · 141.4KBaseten · 136.4KBaseten · 197.3KBaseten · 205KBaseten · 246.2KBaseten · 247.6KBaseten · 265.6KBaseten · 292.9KBaseten · 355.4K10K100K1M10MFireworks 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 · 713.6KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KAnyscale · 98.7KAnyscale · 93.3KAnyscale · 86.3KAnyscale · 89.2KAnyscale · 100.1KAnyscale · 67.9KAnyscale · 72KAnyscale · 86KAnyscale · 106.1KAnyscale · 79.1KBaseten · 141.4KBaseten · 136.4KBaseten · 197.3KBaseten · 205KBaseten · 246.2KBaseten · 247.6KBaseten · 265.6KBaseten · 292.9KBaseten · 355.4KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
Free tier
$250per month · free tier available
—
Free tier
Free tier
–
Free trial
–
–
–
API access
Plans
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Starter FreeTeam $250/moEnterprise Custom
Free Trial FreePay-as-you-go Custom/moCommitted Custom/mo
Basic CustomPro CustomEnterprise Custom
Capabilities input → output
Input
CodeImagesText
Code
CodeData
AudioText
Output
CodeText
Apps
Data
AudioImagesText
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
7
6
5
6
Development
Inference
–
APIs
–
Developer tools
–
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
–
–
–
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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.