Beam vs Lambda vs Claude Code Security vs Modal

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

Your tool
Beam
vs
Competitor 1
Lambda
Competitor 2
Claude Code Security
Competitor 3
Modal
Compare
4 tools · best value per row highlighted
Your tool 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.
Remove
Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
Make main Remove
Competitor Claude Code Security
claude.com
Claude Code Security remains in research preview—waitlist access only
Make main Remove
Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
—
123.5Mvisits/mo
972.8Kvisits/mo
MoM change
—
—
▼ 6.8%
▲ 5.7%
6-month growth
—
—
+106.6%
+13.6%
Global rank web
—
—
#434
#43,856
Avg. last 3 months
—
—
125.2M
960K
Bounce rate lower is better
—
—
64%
37%
Pages / visit
—
—
2.2
6.6
Visit duration
—
—
2m 36s
5m 31s
Traffic sources
—
—
● Direct 82% · ● Referral 15%
● Direct 94% · ● Referral 5%
BeamLambdaClaude Code SecurityModal
035M69.9M104.9M139.9MClaude Code Security · 19.2MClaude Code Security · 19.5MClaude Code Security · 35.8MClaude Code Security · 59.8MClaude Code Security · 139.9MClaude Code Security · 133.1MClaude Code Security · 119.5MClaude Code Security · 132.6MClaude Code Security · 123.5MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8K100K1M10M100M1BClaude Code Security · 19.2MClaude Code Security · 19.5MClaude Code Security · 35.8MClaude Code Security · 59.8MClaude Code Security · 139.9MClaude Code Security · 133.1MClaude Code Security · 119.5MClaude Code Security · 132.6MClaude Code Security · 123.5MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Freemium
Freemium
Starting price
$89per month · free tier available
—
$17per month · free tier available
$250per month · free tier available
Free tier
–
Free trial
–
–
–
–
API access
–
–
Plans
Developer FreeTeam $89/moGrowth Custom
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Free FreePro $17/moMax 5x $100/moMax 20x $100/mo+1 more
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
Code
CodeData
Code
Code
Output
Apps
Apps
CodeText
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Code Review
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
3
7
6
GPU infrastructure
–
Developer tools
–
APIs
–
–
Cloud infrastructure
–
–
–
Code security analysis
–
–
–
Vulnerability analysis
–
–
–
Cloud computing
–
–
–
Code analysis
–
–
–
Code reviews
–
–
–
Code security
–
–
–
Cybersecurity vulnerabilities
–
–
–
Inference
–
–
–
Security audits
–
–
–
Development
–
–
–
Model training
–
–
–
Performance optimization
–
–
–
Virtual computing
–
–
–
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.