Replicate vs Modal vs Lambda vs Cerebrium

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

Your tool
Replicate
vs
Competitor 1
Modal
Competitor 2
Lambda
Competitor 3
Cerebrium
Compare
4 tools · best value per row highlighted
Your tool Replicate
replicate.com
Run open-source AI without managing servers
Remove
Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
Make main Remove
Competitor Cerebrium
cerebrium.ai
Cerebrium is a serverless GPU platform for running AI workloads in production.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
972.8Kvisits/mo
—
—
MoM change
▼ 3.1%
▲ 5.7%
—
—
6-month growth
-30.2%
+13.6%
—
—
Global rank web
#39,584
#43,856
—
—
Avg. last 3 months
1.1M
960K
—
—
Bounce rate lower is better
35%
37%
—
—
Pages / visit
5.6
6.6
—
—
Visit duration
5m 09s
5m 31s
—
—
Traffic sources
● Direct 92% · ● Referral 6%
● Direct 94% · ● Referral 5%
—
—
ReplicateModalLambdaCerebrium
0415.2K830.4K1.2M1.7MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 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 · 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
Paid
Freemium
Starting price
—
$250per month · free tier available
—
$100per month · free tier available
Free tier
–
–
Free trial
–
–
–
–
API access
–
–
Plans
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Starter FreeTeam $250/moEnterprise Custom
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Hobby FreeStandard $100/moEnterprise Custom
Capabilities input → output
Input
ImagesText
Code
CodeData
Code
Output
AudioImagesTextVideo
Apps
Apps
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
9
6
2
3
Developer tools
GPU infrastructure
–
APIs
–
–
Inference
–
–
Development
–
–
LLM development
–
–
API integrations
–
–
–
Models
–
–
–
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
–
–
–
–

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.