Baseten vs Code Wiki vs Cerebrium vs Fireworks AI

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

Your tool
Baseten
vs
Competitor 1
Code Wiki
Competitor 2
Cerebrium
Competitor 3
Fireworks AI
Compare
4 tools · best value per row highlighted
Your tool Baseten
baseten.co
Models to production fast
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 Fireworks AI
fireworks.ai
Production AI infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
355.4Kvisits/mo
152.5Kvisits/mo
—
713.6Kvisits/mo
MoM change
▲ 21.3%
▼ 17.8%
—
▼ 21.1%
6-month growth
+73.3%
-70.8%
—
+62.9%
Global rank web
#113,597
#251,881
—
#55,462
Avg. last 3 months
304.6K
225.3K
—
743.7K
Bounce rate lower is better
39%
41%
—
43%
Pages / visit
4.1
3.0
—
3.6
Visit duration
1m 53s
55s
—
2m 40s
Traffic sources
● Direct 89% · ● Referral 9%
● Direct 76% · ● Referral 24%
—
● Direct 91% · ● Referral 6%
BasetenCode WikiCerebriumFireworks AI
0226K452K678K904KBaseten · 141.4KBaseten · 136.4KBaseten · 197.3KBaseten · 205KBaseten · 246.2KBaseten · 247.6KBaseten · 265.6KBaseten · 292.9KBaseten · 355.4KCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KFireworks 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 · 713.6K100K1MBaseten · 141.4KBaseten · 136.4KBaseten · 197.3KBaseten · 205KBaseten · 246.2KBaseten · 247.6KBaseten · 265.6KBaseten · 292.9KBaseten · 355.4KCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KFireworks 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 · 713.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Freemium
Freemium
Starting price
Free tier
Free
$100per month · free tier available
Free tier
Free tier
Free trial
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–
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API access
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Plans
Basic CustomPro CustomEnterprise Custom
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Hobby FreeStandard $100/moEnterprise Custom
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Capabilities input → output
Input
AudioText
Code
Code
CodeImagesText
Output
AudioImagesText
ImagesText
Apps
CodeText
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 Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
7
4
7
APIs
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Developer tools
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Inference
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Models
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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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Fine-Tuning
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GPU infrastructure
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Architecture
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Code explanations
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Web service deployment
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Code analysis
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Code summaries
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GitHub pull requests
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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.