Fireworks AI vs Replicate vs Baseten vs Modal

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

Your tool
Fireworks AI
vs
Competitor 1
Replicate
Competitor 2
Baseten
Competitor 3
Modal
Compare
4 tools · best value per row highlighted
Your tool Fireworks AI
fireworks.ai
Production AI infrastructure
Remove
Competitor Replicate
replicate.com
Run open-source AI without managing servers
Make main Remove
Competitor Baseten
baseten.co
Models to production fast
Make main Remove
Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
713.6Kvisits/mo
1Mvisits/mo
355.4Kvisits/mo
972.8Kvisits/mo
MoM change
▼ 21.1%
▼ 3.1%
▲ 21.3%
▲ 5.7%
6-month growth
+62.9%
-30.2%
+73.3%
+13.6%
Global rank web
#55,462
#39,584
#113,597
#43,856
Avg. last 3 months
743.7K
1.1M
304.6K
960K
Bounce rate lower is better
43%
35%
39%
37%
Pages / visit
3.6
5.6
4.1
6.6
Visit duration
2m 40s
5m 09s
1m 53s
5m 31s
Traffic sources
● Direct 91% · ● Referral 6%
● Direct 92% · ● Referral 6%
● Direct 89% · ● Referral 9%
● Direct 94% · ● Referral 5%
Fireworks AIReplicateBasetenModal
0415.2K830.4K1.2M1.7MFireworks 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 · 713.6KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MBaseten · 141.4KBaseten · 136.4KBaseten · 197.3KBaseten · 205KBaseten · 246.2KBaseten · 247.6KBaseten · 265.6KBaseten · 292.9KBaseten · 355.4KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8K100K1M10MFireworks 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 · 713.6KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MBaseten · 141.4KBaseten · 136.4KBaseten · 197.3KBaseten · 205KBaseten · 246.2KBaseten · 247.6KBaseten · 265.6KBaseten · 292.9KBaseten · 355.4KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
Free tier
—
Free tier
$250per month · free tier available
Free tier
–
Free trial
–
–
–
–
API access
–
Plans
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Basic CustomPro CustomEnterprise Custom
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
TextImagesCode
ImagesText
TextAudio
Code
Output
TextCode
VideoTextImagesAudio
TextImagesAudio
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 4 shared · core   partial
Tasks covered
7
9
6
6
Inference
APIs
Developer tools
Development
Models
–
LLM development
–
–
Fine-Tuning
–
–
–
GPU infrastructure
–
–
–
API integrations
–
–
–
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.