Lambda vs CometAPI vs Modal

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

Your tool
Lambda
vs
Competitor 1
CometAPI
Competitor 2
Modal
Competitor 3
Suggested competitors for Lambda: Hyperbolic100% Beam99% Phala Cloud98% RunPod97% Vast.ai97% CoreWeave93% Medjed AI88% Google Colab87%
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 CometAPI
cometapi.com
CometAPI functions as an aggregation layer that sits between your application and hundreds of AI model providers
Make main Remove
Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
302.3Kvisits/mo
972.8Kvisits/mo
MoM change
—
▲ 9.9%
▲ 5.7%
6-month growth
—
-16.5%
+13.6%
Global rank web
—
#157,147
#43,856
Avg. last 3 months
—
295.7K
960K
Bounce rate lower is better
—
46%
37%
Pages / visit
—
2.9
6.6
Visit duration
—
38s
5m 31s
Traffic sources
—
● Direct 69% · ● Referral 30%
● Direct 94% · ● Referral 5%
LambdaCometAPIModal
0291.9K583.7K875.6K1.2MCometAPI · 834.4KCometAPI · 619.7KCometAPI · 437.2KCometAPI · 362.2KCometAPI · 355.5KCometAPI · 362.7KCometAPI · 309.5KCometAPI · 275.2KCometAPI · 302.3KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8K100K1M10MCometAPI · 834.4KCometAPI · 619.7KCometAPI · 437.2KCometAPI · 362.2KCometAPI · 355.5KCometAPI · 362.7KCometAPI · 309.5KCometAPI · 275.2KCometAPI · 302.3KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Freemium
Starting price
—
$4per month · free tier available
$250per 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 Trial FreePay-as-you-go Custom/usage-basedEnterprise Custom/mo
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
CodeData
ImagesText
Code
Output
Apps
ImagesTextVideo
Apps
Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI API
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
2
6
6
Developer tools
GPU infrastructure
–
APIs
–
LLM gateway
–
–
API integrations
–
–
Inference
–
–
Development
–
–
Image generation
–
–
Performance optimization
–
–
Video generation
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 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.