Lambda vs MindStudio vs Phala Cloud vs Modal

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

Your tool
Lambda
vs
Competitor 1
MindStudio
Competitor 2
Phala Cloud
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.
Remove
Competitor MindStudio
mindstudio.ai
MindStudio is a visual builder for AI agents that needs no coding but can be extended with code when a project calls for it.
Make main Remove
Competitor Phala Cloud
cloud.phala.network
Over 5,000 users run confidential compute workloads here
Make main Remove
Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
—
—
972.8Kvisits/mo
MoM change
—
—
▼ 21.5%
▲ 5.7%
6-month growth
—
—
—
+13.6%
Global rank web
—
—
—
#43,856
Avg. last 3 months
—
—
—
960K
Bounce rate lower is better
—
—
0%
37%
Pages / visit
—
—
—
6.6
Visit duration
—
—
—
5m 31s
Traffic sources
—
—
—
● Direct 94% · ● Referral 5%
LambdaMindStudioPhala CloudModal
0291.9K583.7K875.6K1.2MPhala Cloud · 2.7KPhala Cloud · 2.1KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8K1K10K100K1M10MPhala Cloud · 2.7KPhala Cloud · 2.1KModal · 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
Freemium
Starting price
—
$16per month · free tier available
$50.37per 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 FreeIndividual $16/moBusiness Custom
Confidential VM $0.06/hourlyGPU TEE $3.80/hourly
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
CodeData
AudioDocumentsText
CodeText
Code
Output
Apps
Apps
AppsText
Apps
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
3
7
8
6
Developer tools
GPU infrastructure
–
Inference
–
–
Agent creation
–
–
–
Agents
–
–
–
Cloud security
–
–
–
No-code
–
–
–
Cloud computing
–
–
–
Cloud infrastructure
–
–
–
Workflows
–
–
–
APIs
–
–
–
Cybersecurity
–
–
–
Development
–
–
–
Docker management
–
–
–
MCP
–
–
–
Model routing
–
–
–
Model training
–
–
–
Performance optimization
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
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.