Roboflow vs Lambda vs Beam vs Spot AI

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

Your tool
Roboflow
vs
Competitor 1
Lambda
Competitor 2
Beam
Competitor 3
Spot AI
Compare
4 tools · best value per row highlighted
Your tool Roboflow
roboflow.com
Roboflow is a computer vision platform that turns images, videos and camera streams into structured data.
Remove
Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
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 Spot AI
spot.ai
Spot AI turns cameras into AI teammates that watch video around the clock, reason about what they see and act on it.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
—
—
—
MoM change
—
—
—
—
6-month growth
—
—
—
—
Global rank web
—
—
—
—
Avg. last 3 months
—
—
—
—
Bounce rate lower is better
—
—
—
—
Pages / visit
—
—
—
—
Visit duration
—
—
—
—
Traffic sources
—
—
—
—
Pricing
Model
Freemium
Paid
Freemium
—
Starting price
$39per month · free tier available
—
$89per month · free tier available
—
Free tier
–
–
Free trial
–
–
–
–
API access
–
–
Plans
Free Tier FreeCore $39/moEnterprise Custom
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Developer FreeTeam $89/moGrowth Custom
—
Capabilities input → output
Input
ImagesVideo
CodeData
Code
Video
Output
AppsData
Apps
Apps
DataText
Skill level
Advanced
Advanced
Advanced
Intermediate
Categories
Development & CodeResearch & AnalyticsAI Developer ToolsAI Image Recognition+1 more
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Productivity & OfficeResearch & AnalyticsAI Image RecognitionAI Monitor
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
11
3
6
7
Developer tools
–
GPU infrastructure
–
–
Image recognition
–
–
Model training
–
–
Object identification
–
–
Image analysis
–
–
Cloud infrastructure
–
–
–
Data labeling
–
–
–
Security monitoring
–
–
–
Agents
–
–
–
Cloud computing
–
–
–
Events monitoring
–
–
–
Image AI
–
–
–
Image annotation
–
–
–
Image segmentation
–
–
–
Monitoring
–
–
–
APIs
–
–
–
Computer vision assistance
–
–
–
Virtual computing
–
–
–
Workflows
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 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.