Modal vs Code Wiki vs Cerebrium vs Replicate

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

Your tool
Modal
vs
Competitor 1
Code Wiki
Competitor 2
Cerebrium
Competitor 3
Replicate
Compare
4 tools · best value per row highlighted
Your tool Modal
modal.com
Run AI code without infrastructure
Remove
Competitor Code Wiki
codewiki.google
Your codebase documents itself—that's the core promise here
Make main Remove
Competitor Cerebrium
cerebrium.ai
Cerebrium is a serverless GPU platform for running AI workloads in production.
Make main Remove
Competitor Replicate
replicate.com
Run open-source AI without managing servers
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
972.8Kvisits/mo
152.5Kvisits/mo
—
1Mvisits/mo
MoM change
▲ 5.7%
▼ 17.8%
—
▼ 3.1%
6-month growth
+13.6%
-70.8%
—
-30.2%
Global rank web
#43,856
#251,881
—
#39,584
Avg. last 3 months
960K
225.3K
—
1.1M
Bounce rate lower is better
37%
41%
—
35%
Pages / visit
6.6
3.0
—
5.6
Visit duration
5m 31s
55s
—
5m 09s
Traffic sources
● Direct 94% · ● Referral 5%
● Direct 76% · ● Referral 24%
—
● Direct 92% · ● Referral 6%
ModalCode WikiCerebriumReplicate
0415.2K830.4K1.2M1.7MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1M100K1M10MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Freemium
Freemium
Starting price
$250per month · free tier available
Free
$100per month · free tier available
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Free tier
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Free trial
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–
–
–
API access
–
–
Plans
Starter FreeTeam $250/moEnterprise Custom
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Hobby FreeStandard $100/moEnterprise Custom
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Capabilities input → output
Input
Code
Code
Code
ImagesText
Output
Apps
ImagesText
Apps
AudioImagesTextVideo
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
7
4
9
APIs
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Developer tools
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GPU infrastructure
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Inference
–
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Development
–
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LLM development
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Code documentation
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Codebase q a
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–
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API integrations
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Architecture
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–
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Code explanations
–
–
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Models
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–
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Code analysis
–
–
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Code summaries
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–
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GitHub pull requests
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–
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Image generation
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–
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Performance optimization
–
–
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Video generation
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–
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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.