Replicate vs Fireworks AI vs CodeRabbit vs Modal

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

Your tool
Replicate
vs
Competitor 1
Fireworks AI
Competitor 2
CodeRabbit
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 Fireworks AI
fireworks.ai
Production AI infrastructure
Make main Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
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
1Mvisits/mo
972.8Kvisits/mo
MoM change
▼ 3.1%
▼ 21.1%
▼ 22.7%
▲ 5.7%
6-month growth
-30.2%
+62.9%
+50.4%
+13.6%
Global rank web
#39,584
#55,462
#38,145
#43,856
Avg. last 3 months
1.1M
743.7K
1.2M
960K
Bounce rate lower is better
35%
43%
49%
37%
Pages / visit
5.6
3.6
3.5
6.6
Visit duration
5m 09s
2m 40s
1m 55s
5m 31s
Traffic sources
● Direct 92% · ● Referral 6%
● Direct 91% · ● Referral 6%
● Direct 73% · ● Referral 24%
● Direct 94% · ● Referral 5%
ReplicateFireworks AICodeRabbitModal
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 · 713.6KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MModal · 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 · 713.6KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MModal · 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
$24per month
$250per month · free tier available
Free tier
–
–
Free trial
–
–
–
API access
–
–
Plans
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
ImagesText
CodeImagesText
Code
Code
Output
AudioImagesTextVideo
CodeText
CodeText
Apps
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeAI APIAI Developer Tools
Development & CodeAI Code Review
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
9
7
8
6
Development
APIs
–
Inference
–
Developer tools
–
Models
–
–
LLM development
–
–
Code reviews
–
–
–
Fine-Tuning
–
–
–
GPU infrastructure
–
–
–
GitHub pull requests
–
–
–
API integrations
–
–
–
Code analysis
–
–
–
Code documentation
–
–
–
Code quality
–
–
–
Code security analysis
–
–
–
Code testing
–
–
–
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
–
–
–
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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.