Lambda vs Replicate vs Rootly vs Qdrant

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

Your tool
Lambda
vs
Competitor 1
Replicate
Competitor 2
Rootly
Competitor 3
Qdrant
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.
Remove
Competitor Replicate
replicate.com
Run open-source AI without managing servers
Make main Remove
Competitor Rootly
rootly.com
Make main Remove
Competitor Qdrant
qdrant.tech
Vectors at scale
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
1Mvisits/mo
217.6Kvisits/mo
310.5Kvisits/mo
MoM change
—
▼ 3.1%
▲ 10.4%
▲ 0.3%
6-month growth
—
-30.2%
+64.3%
-6.1%
Global rank web
—
#39,584
#170,661
#175,101
Avg. last 3 months
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1.1M
210.6K
306.8K
Bounce rate lower is better
—
35%
38%
50%
Pages / visit
—
5.6
4.2
1.8
Visit duration
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5m 09s
2m 35s
1m 13s
Traffic sources
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● Direct 92% · ● Referral 6%
● Direct 85% · ● Referral 13%
● Direct 75% · ● Referral 24%
LambdaReplicateRootlyQdrant
0415.2K830.4K1.2M1.7MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MRootly · 145KRootly · 141.7KRootly · 145.1KRootly · 132.5KRootly · 200.8KRootly · 172.1KRootly · 217.1KRootly · 197.1KRootly · 217.6KQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5K100K1M10MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MRootly · 145KRootly · 141.7KRootly · 145.1KRootly · 132.5KRootly · 200.8KRootly · 172.1KRootly · 217.1KRootly · 197.1KRootly · 217.6KQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Freemium
Freemium
Starting price
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$20per month · free tier available
Free tier
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
Public Models Custom/usage-basedPrivate Models Custom/usage-based
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Capabilities input → output
Input
CodeData
ImagesText
AudioData
Data
Output
Apps
AudioImagesTextVideo
Text
Data
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeProductivity & OfficeAI Developer ToolsAI Monitor
Development & CodeAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
2
9
4
7
Developer tools
Development
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APIs
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GPU infrastructure
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Incident response
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Vector databases
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API integrations
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Database search
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Databases
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DevOps
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Inference
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Models
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Vector indexes
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Database management
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Image generation
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LLM development
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Monitoring
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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
▲ 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.