Replicate vs Shotstack vs Fireworks AI vs Modal

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

Your tool
Replicate
vs
Competitor 1
Shotstack
Competitor 2
Fireworks AI
Competitor 3
Modal
Compare
4 tools · best value per row highlighted
Your tool Replicate
replicate.com
Run open-source AI without managing servers
Remove
Competitor Shotstack
shotstack.io
Shotstack is a cloud video editing API that turns data and templates into rendered videos.
Make main Remove
Competitor Fireworks AI
fireworks.ai
Production AI infrastructure
Make main Remove
Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
—
713.6Kvisits/mo
972.8Kvisits/mo
MoM change
▼ 3.1%
—
▼ 21.1%
▲ 5.7%
6-month growth
-30.2%
—
+62.9%
+13.6%
Global rank web
#39,584
—
#55,462
#43,856
Avg. last 3 months
1.1M
—
743.7K
960K
Bounce rate lower is better
35%
—
43%
37%
Pages / visit
5.6
—
3.6
6.6
Visit duration
5m 09s
—
2m 40s
5m 31s
Traffic sources
● Direct 92% · ● Referral 6%
—
● Direct 91% · ● Referral 6%
● Direct 94% · ● Referral 5%
ReplicateShotstackFireworks AIModal
0415.2K830.4K1.2M1.7MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MFireworks 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 · 972.8K100K1M10MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MFireworks 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 · 972.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
—
$39per month
Free tier
$250per month · free tier available
Free tier
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Free trial
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API access
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Plans
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Pay as you go $10Starter $39/moPro $99/moScale $199/mo+1 more
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
ImagesText
VideoImagesCode
CodeImagesText
Code
Output
VideoTextImagesAudio
Video
TextCode
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
9
5
7
6
APIs
Developer tools
Inference
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Development
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Models
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Video generation
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LLM development
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Fine-Tuning
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GPU infrastructure
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Video editing
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API integrations
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Personalized videos
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Image generation
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Performance optimization
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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.