Baseten vs Lambda vs Defapi vs Cerebrium

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

Your tool
Baseten
vs
Competitor 1
Lambda
Competitor 2
DDefapi
Competitor 3
Cerebrium
Compare
4 tools · best value per row highlighted
Your tool Baseten
baseten.co
Models to production fast
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Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
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Competitor DDefapi
defapi.org
You know how managing multiple AI provider integrations usually means maintaining separate codebases for each vendor
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Competitor Cerebrium
cerebrium.ai
Cerebrium is a serverless GPU platform for running AI workloads in production.
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Traffic estimated monthly website traffic
Monthly visits
355.4Kvisits/mo
—
2.4Kvisits/mo
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MoM change
▲ 21.3%
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▼ 42.6%
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6-month growth
+73.3%
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-86.2%
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Global rank web
#113,597
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#4,650,820
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Avg. last 3 months
304.6K
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4.8K
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Bounce rate lower is better
39%
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36%
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Pages / visit
4.1
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1.4
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Visit duration
1m 53s
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7s
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Traffic sources
● Direct 89% · ● Referral 9%
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BasetenLambdaDefapiCerebrium
088.8K177.7K266.5K355.4KBaseten · 141.4KBaseten · 136.4KBaseten · 197.3KBaseten · 205KBaseten · 246.2KBaseten · 247.6KBaseten · 265.6KBaseten · 292.9KBaseten · 355.4KDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4K1K10K100K1MBaseten · 141.4KBaseten · 136.4KBaseten · 197.3KBaseten · 205KBaseten · 246.2KBaseten · 247.6KBaseten · 265.6KBaseten · 292.9KBaseten · 355.4KDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Paid
Freemium
Starting price
Free tier
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$100per month · free tier available
Free tier
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Free trial
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API access
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Plans
Basic CustomPro CustomEnterprise Custom
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Gemini 3.1 Pro Preview $1/$6/per requestClaude Sonnet 4.6 $1.5/$7.5/per requestClaude Opus 4.6 $2.5/$12.5/per requestSora 2 Stable $0.175+/per request+2 more
Hobby FreeStandard $100/moEnterprise Custom
Capabilities input → output
Input
AudioText
CodeData
AudioImagesText
Code
Output
AudioImagesText
Apps
AudioImagesText
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI API
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
3
4
4
APIs
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Developer tools
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GPU infrastructure
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API integrations
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Inference
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API management
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Models
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Web service deployment
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API security
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Development
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LLM development
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Model training
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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
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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.