Lambda vs Windsurf vs CometAPI

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

Your tool
Lambda
vs
Competitor 1
Windsurf
Competitor 2
CometAPI
Competitor 3
Suggested competitors for Lambda: Hyperbolic100% Beam99% Phala Cloud98% RunPod97% Vast.ai97% CoreWeave93% Modal92% Medjed AI88%
Compare
3 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 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
Competitor CometAPI
cometapi.com
CometAPI functions as an aggregation layer that sits between your application and hundreds of AI model providers
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
29.6Kvisits/mo
302.3Kvisits/mo
MoM change
—
▲ 7.8%
▲ 9.9%
6-month growth
—
+122.1%
-16.5%
Global rank web
—
#1,172,623
#157,147
Avg. last 3 months
—
26.9K
295.7K
Bounce rate lower is better
—
50%
46%
Pages / visit
—
1.3
2.9
Visit duration
—
13s
38s
Traffic sources
—
—
● Direct 69% · ● Referral 30%
LambdaWindsurfCometAPI
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
Paid
Freemium
Freemium
Starting price
—
$20per month · free tier available
$4per month · free tier available
Free tier
–
Free trial
–
–
API access
–
–
Plans
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Free FreePro $20/moMax $200/moTeams $80/mo
Free Trial FreePay-as-you-go Custom/usage-basedEnterprise Custom/mo
Capabilities input → output
Input
CodeData
CodeText
ImagesText
Output
Apps
Code
ImagesTextVideo
Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Development & CodeAI API
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
3
8
6
Developer tools
APIs
–
–
Agent management
–
–
Agents
–
–
Code autocompletion
–
–
Coding
–
–
GPU infrastructure
–
–
LLM gateway
–
–
API integrations
–
–
Debugging
–
–
Code reviews
–
–
GitHub pull requests
–
–
Image generation
–
–
Model training
–
–
Video generation
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
0
0
0
Verified listing
–
–
–

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.