Modal vs CometAPI vs Beam

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

Your tool
Modal
vs
Competitor 1
CometAPI
Competitor 2
Beam
Competitor 3
Suggested competitors for Modal: Baseten86% RunPod85% Replicate80% Cerebrium80% Anyscale78% Together AI76% Fireworks AI74% Medjed AI70%
Compare
3 tools · best value per row highlighted
Your tool Modal
modal.com
Run AI code without infrastructure
Remove
Competitor CometAPI
cometapi.com
CometAPI functions as an aggregation layer that sits between your application and hundreds of AI model providers
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
Traffic estimated monthly website traffic
Monthly visits
972.8Kvisits/mo
302.3Kvisits/mo
—
MoM change
▲ 5.7%
▲ 9.9%
—
6-month growth
+13.6%
-16.5%
—
Global rank web
#43,856
#157,147
—
Avg. last 3 months
960K
295.7K
—
Bounce rate lower is better
37%
46%
—
Pages / visit
6.6
2.9
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Visit duration
5m 31s
38s
—
Traffic sources
● Direct 94% · ● Referral 5%
● Direct 69% · ● Referral 30%
—
ModalCometAPIBeam
0291.9K583.7K875.6K1.2MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KCometAPI · 834.4KCometAPI · 619.7KCometAPI · 437.2KCometAPI · 362.2KCometAPI · 355.5KCometAPI · 362.7KCometAPI · 309.5KCometAPI · 275.2KCometAPI · 302.3K100K1M10MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KCometAPI · 834.4KCometAPI · 619.7KCometAPI · 437.2KCometAPI · 362.2KCometAPI · 355.5KCometAPI · 362.7KCometAPI · 309.5KCometAPI · 275.2KCometAPI · 302.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Starting price
$250per month · free tier available
$4per month · free tier available
$89per month · free tier available
Free tier
Free trial
–
–
API access
Plans
Starter FreeTeam $250/moEnterprise Custom
Free Trial FreePay-as-you-go Custom/usage-basedEnterprise Custom/mo
Developer FreeTeam $89/moGrowth Custom
Capabilities input → output
Input
Code
ImagesText
Code
Output
Apps
ImagesTextVideo
Apps
Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI API
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
6
6
6
APIs
Developer tools
GPU infrastructure
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Cloud infrastructure
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–
LLM gateway
–
–
API integrations
–
–
Cloud computing
–
–
Inference
–
–
Development
–
–
Image generation
–
–
Performance optimization
–
–
Video generation
–
–
Virtual computing
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
0
0
0
Verified listing
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–
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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.