Windsurf vs CometAPI vs Lambda vs Factory

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

Your tool
Windsurf
vs
Competitor 1
CometAPI
Competitor 2
Lambda
Competitor 3
Factory
Compare
4 tools · best value per row highlighted
Your tool Windsurf
windsurf.com
Windsurf, which now appears on the web as Devin Desktop, is a desktop code editor that doubles as a control room for coding agents.
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Competitor CometAPI
cometapi.com
CometAPI functions as an aggregation layer that sits between your application and hundreds of AI model providers
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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 Factory
factory.ai
Factory is an agent-native software development platform built around autonomous coding agents called Droids.
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Traffic estimated monthly website traffic
Monthly visits
29.6Kvisits/mo
302.3Kvisits/mo
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—
MoM change
▲ 7.8%
▲ 9.9%
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6-month growth
+122.1%
-16.5%
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Global rank web
#1,172,623
#157,147
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Avg. last 3 months
26.9K
295.7K
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Bounce rate lower is better
50%
46%
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Pages / visit
1.3
2.9
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Visit duration
13s
38s
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Traffic sources
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● Direct 69% · ● Referral 30%
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WindsurfCometAPILambdaFactory
0208.6K417.2K625.8K834.4KWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6KCometAPI · 834.4KCometAPI · 619.7KCometAPI · 437.2KCometAPI · 362.2KCometAPI · 355.5KCometAPI · 362.7KCometAPI · 309.5KCometAPI · 275.2KCometAPI · 302.3K10K100K1MWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6KCometAPI · 834.4KCometAPI · 619.7KCometAPI · 437.2KCometAPI · 362.2KCometAPI · 355.5KCometAPI · 362.7KCometAPI · 309.5KCometAPI · 275.2KCometAPI · 302.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Paid
Paid
Starting price
$20per month · free tier available
$4per month · free tier available
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$20per month
Free tier
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Free trial
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API access
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Plans
Free FreePro $20/moMax $200/moTeams $80/mo
Free Trial FreePay-as-you-go Custom/usage-basedEnterprise Custom/mo
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Pro $20/moPlus $100/moMax $200/moTeams $60/mo+2 more
Capabilities input → output
Input
CodeText
ImagesText
CodeData
CodeText
Output
Code
ImagesTextVideo
Apps
Code
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Development & CodeAI API
Development & CodeAI Developer Tools
Development & CodeAI Code ReviewAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
6
3
6
Developer tools
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Coding
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Agents
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Agent management
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Code reviews
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APIs
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Code autocompletion
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GPU infrastructure
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LLM gateway
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API integrations
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Debugging
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Code validation
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Development
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GitHub pull requests
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Image generation
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Model training
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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
▲ 1
▲ 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.