Lambda vs GitHub Copilot vs CometAPI vs Windsurf

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

Your tool
Lambda
vs
Competitor 1
GitHub Copilot
Competitor 2
CometAPI
Competitor 3
Windsurf
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 GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
Make main Remove
Competitor CometAPI
cometapi.com
CometAPI functions as an aggregation layer that sits between your application and hundreds of AI model providers
Make main Remove
Competitor 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.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
637.9Mvisits/mo
302.3Kvisits/mo
29.6Kvisits/mo
MoM change
—
▲ 3.7%
▲ 9.9%
▲ 7.8%
6-month growth
—
+19.3%
-16.5%
+122.1%
Global rank web
—
#49
#157,147
#1,172,623
Avg. last 3 months
—
629.7M
295.7K
26.9K
Bounce rate lower is better
—
36%
46%
50%
Pages / visit
—
5.9
2.9
1.3
Visit duration
—
6m 26s
38s
13s
Traffic sources
—
● Direct 83% · ● Referral 15%
● Direct 69% · ● Referral 30%
—
LambdaGitHub CopilotCometAPIWindsurf
0159.5M318.9M478.4M637.9MGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MCometAPI · 834.4KCometAPI · 619.7KCometAPI · 437.2KCometAPI · 362.2KCometAPI · 355.5KCometAPI · 362.7KCometAPI · 309.5KCometAPI · 275.2KCometAPI · 302.3KWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6K10K100K1M10M100M1BGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MCometAPI · 834.4KCometAPI · 619.7KCometAPI · 437.2KCometAPI · 362.2KCometAPI · 355.5KCometAPI · 362.7KCometAPI · 309.5KCometAPI · 275.2KCometAPI · 302.3KWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Freemium
Freemium
Starting price
—
$4per month · free tier available
$4per month · free tier available
$20per month · free tier available
Free tier
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Free trial
–
–
API access
–
–
–
Plans
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Free FreeTeam $4/moEnterprise $21/mo
Free Trial FreePay-as-you-go Custom/usage-basedEnterprise Custom/mo
Free FreePro $20/moMax $200/moTeams $80/mo
Capabilities input → output
Input
CodeData
CodeText
ImagesText
CodeText
Output
Apps
Code
ImagesTextVideo
Code
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeAI API
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
9
6
8
Developer tools
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Code autocompletion
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–
Coding
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–
Agents
–
–
Agent management
–
–
Code reviews
–
–
Debugging
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–
APIs
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–
–
GPU infrastructure
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–
–
LLM gateway
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–
–
API integrations
–
–
–
Coding in VS Code
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–
–
Vs code
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–
–
GitHub pull requests
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–
–
Image generation
–
–
–
Model training
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–
–
Terminal
–
–
–
Video generation
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 1
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
2
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.