Lambda vs Hal vs Beam vs Phala Cloud

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

Your tool
Lambda
vs
Competitor 1
Hal
Competitor 2
Beam
Competitor 3
Phala Cloud
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 Hal
hal9.com
Hal9 is a powerful platform for quickly building and deploying fully customizable AI chatbots, powered by your data with complete privacy. In just under 5 minutes, you can create a tailored chatbot t
Make main Remove
Competitor Beam
beam.cloud
Beam is a cloud runtime for AI workloads that offers serverless GPUs, task queues and sandboxes through a Python, TypeScript and Go SDK.
Make main Remove
Competitor Phala Cloud
cloud.phala.network
Over 5,000 users run confidential compute workloads here
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
3.4Kvisits/mo
—
—
MoM change
—
▼ 10.9%
—
▼ 21.5%
6-month growth
—
+60.6%
—
—
Global rank web
—
#6,156,551
—
—
Avg. last 3 months
—
3.9K
—
—
Bounce rate lower is better
—
39%
—
0%
Pages / visit
—
1.1
—
—
Visit duration
—
—
—
—
Traffic sources
—
—
—
—
LambdaHalBeamPhala Cloud
01.7K3.5K5.2K6.9KHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4KPhala Cloud · 2.7KPhala Cloud · 2.1K1001K10KHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4KPhala Cloud · 2.7KPhala Cloud · 2.1KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Paid
Freemium
Freemium
Freemium
Starting price
—
$2,000per month
$89per month · free tier available
$50.37per 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
Startups $2,000/mo
Developer FreeTeam $89/moGrowth Custom
Confidential VM $0.06/hourlyGPU TEE $3.80/hourly
Capabilities input → output
Input
CodeData
CodeText
Code
CodeText
Output
Apps
Apps
Apps
AppsText
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
2
0
4
6
GPU infrastructure
–
Developer tools
–
Cloud infrastructure
–
–
Cloud security
–
–
–
Cloud computing
–
–
–
Docker management
–
–
–
Virtual computing
–
–
–
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
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.