Lambda vs Vertex AI vs CrewAI vs Modal

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

Your tool
Lambda
vs
Competitor 1
Vertex AI
Competitor 2
CrewAI
Competitor 3
Modal
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 Vertex AI
cloud.google.com
Google Vertex AI is Google Cloud's machine learning and generative AI platform, now presented under the Agent Platform name.
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Competitor CrewAI
crewai.com
CrewAI is a multi-agent platform that covers the full agent lifecycle for businesses: discover what to automate, build agents, govern them in production and optimize them over time.
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Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
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476.6Kvisits/mo
972.8Kvisits/mo
MoM change
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▼ 10.3%
▲ 5.7%
6-month growth
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-5.3%
+13.6%
Global rank web
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#107,487
#43,856
Avg. last 3 months
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564.3K
960K
Bounce rate lower is better
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46%
37%
Pages / visit
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2.6
6.6
Visit duration
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1m 32s
5m 31s
Traffic sources
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● Direct 75% · ● Referral 23%
● Direct 94% · ● Referral 5%
LambdaVertex AICrewAIModal
0291.9K583.7K875.6K1.2MCrewAI · 408.9KCrewAI · 417.1KCrewAI · 521.4KCrewAI · 503.5KCrewAI · 610.1KCrewAI · 646.1KCrewAI · 685.2KCrewAI · 531.1KCrewAI · 476.6KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8K100K1M10MCrewAI · 408.9KCrewAI · 417.1KCrewAI · 521.4KCrewAI · 503.5KCrewAI · 610.1KCrewAI · 646.1KCrewAI · 685.2KCrewAI · 531.1KCrewAI · 476.6KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
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Free
Freemium
Starting price
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Free
$250per month · free tier available
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
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Basic FreeEnterprise $0
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
CodeData
CodeDocumentsImagesTextVideo
Text
Code
Output
Apps
CodeImagesText
AppsCode
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI API+1 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+2 more
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
3
11
9
6
Developer tools
Agents
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GPU infrastructure
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Agent creation
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Agent management
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Model training
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APIs
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Development
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Agent collaboration
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Inference
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Models management
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No-code
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Workflows
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Agent testing
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Fine-Tuning
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LLM development
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LLM training
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Performance optimization
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Prompt management
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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
0
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0
Reviews
0
0
0
0
Prompts
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.