Lambda vs Replicate vs Vertex AI 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
Replicate
Competitor 2
Vertex AI
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 Replicate
replicate.com
Run open-source AI without managing servers
Make main Remove
Competitor Vertex AI
cloud.google.com
Google Vertex AI is Google Cloud's machine learning and generative AI platform, now presented under the Agent Platform name.
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
—
1Mvisits/mo
—
—
MoM change
—
▼ 3.1%
—
▼ 21.5%
6-month growth
—
-30.2%
—
—
Global rank web
—
#39,584
—
—
Avg. last 3 months
—
1.1M
—
—
Bounce rate lower is better
—
35%
—
0%
Pages / visit
—
5.6
—
—
Visit duration
—
5m 09s
—
—
Traffic sources
—
● Direct 92% · ● Referral 6%
—
—
LambdaReplicateVertex AIPhala Cloud
0415.2K830.4K1.2M1.7MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MPhala Cloud · 2.7KPhala Cloud · 2.1K1K10K100K1M10MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MPhala Cloud · 2.7KPhala Cloud · 2.1KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
—
Freemium
Starting price
—
—
—
$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
Public Models Custom/usage-basedPrivate Models Custom/usage-based
—
Confidential VM $0.06/hourlyGPU TEE $3.80/hourly
Capabilities input → output
Input
DataCode
ImagesText
CodeVideoTextImagesDocuments
TextCode
Output
Apps
VideoTextImagesAudio
TextImagesCode
TextApps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeProductivity & OfficeAI AgentAI API+1 more
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
3
9
11
8
Developer tools
GPU infrastructure
–
–
APIs
–
–
Inference
–
–
Model training
–
–
LLM development
–
–
Agents
–
–
–
Cloud security
–
–
–
API integrations
–
–
–
Agent creation
–
–
–
Cloud computing
–
–
–
Cloud infrastructure
–
–
–
Models
–
–
–
Models management
–
–
–
Agent management
–
–
–
Cybersecurity
–
–
–
Development
–
–
–
Docker management
–
–
–
Fine-Tuning
–
–
–
Image generation
–
–
–
LLM training
–
–
–
Prompt management
–
–
–
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
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.