Lambda vs RunPod vs Encord vs Replicate

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

Your tool
Lambda
vs
Competitor 1
RunPod
Competitor 2
Encord
Competitor 3
Replicate
Compare
4 tools · best value per row highlighted
Your tool Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
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Competitor RunPod
runpod.io
Cheap GPUs on demand
Make main Remove
Competitor Encord
encord.com
Model evaluation meets active learning in Encord, a system built to guide AI applications from initial data work through production deployment
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Competitor Replicate
replicate.com
Run open-source AI without managing servers
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
2.8Mvisits/mo
251.9Kvisits/mo
1Mvisits/mo
MoM change
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▲ 14.2%
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▼ 3.1%
6-month growth
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+19.0%
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-30.2%
Global rank web
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#19,060
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#39,584
Avg. last 3 months
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2.5M
251.9K
1.1M
Bounce rate lower is better
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32%
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35%
Pages / visit
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7.4
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5.6
Visit duration
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8m 19s
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5m 09s
Traffic sources
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● Direct 78% · ● Referral 21%
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● Direct 92% · ● Referral 6%
LambdaRunPodEncordReplicate
0701.3K1.4M2.1M2.8MRunPod · 1.8MRunPod · 1.9MRunPod · 1.9MRunPod · 1.9MRunPod · 2.4MRunPod · 2.3MRunPod · 2.3MRunPod · 2.2MRunPod · 2.5MRunPod · 2.8MEncord · 251.9KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1M100K1M10MRunPod · 1.8MRunPod · 1.9MRunPod · 1.9MRunPod · 1.9MRunPod · 2.4MRunPod · 2.3MRunPod · 2.3MRunPod · 2.2MRunPod · 2.5MRunPod · 2.8MEncord · 251.9KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Freemium
Freemium
Starting price
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Free tier
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Free trial
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API access
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Plans
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Pods (Community Cloud) Custom/hourServerless Custom/hourClusters Custom/hourStorage Custom/mo
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Public Models Custom/usage-basedPrivate Models Custom/usage-based
Capabilities input → output
Input
CodeData
CodeData
DataImagesVideo
ImagesText
Output
Apps
Apps
Data
AudioImagesTextVideo
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
2
4
5
9
Developer tools
GPU infrastructure
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Development
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APIs
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Data labeling
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API integrations
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Cloud infrastructure
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Image annotation
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Inference
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Models
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Data management
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Image generation
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LLM development
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Testing
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Video generation
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
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Saves
0
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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.