Modal vs Baseten vs Beam vs Replicate

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

Your tool
Modal
vs
Competitor 1
Baseten
Competitor 2
Beam
Competitor 3
Replicate
Compare
4 tools · best value per row highlighted
Your tool Modal
modal.com
Run AI code without infrastructure
Remove
Competitor Baseten
baseten.co
Models to production fast
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 Replicate
replicate.com
Run open-source AI without managing servers
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
972.8Kvisits/mo
355.4Kvisits/mo
—
1Mvisits/mo
MoM change
▲ 5.7%
▲ 21.3%
—
▼ 3.1%
6-month growth
+13.6%
+73.3%
—
-30.2%
Global rank web
#43,856
#113,597
—
#39,584
Avg. last 3 months
960K
304.6K
—
1.1M
Bounce rate lower is better
37%
39%
—
35%
Pages / visit
6.6
4.1
—
5.6
Visit duration
5m 31s
1m 53s
—
5m 09s
Traffic sources
● Direct 94% · ● Referral 5%
● Direct 89% · ● Referral 9%
—
● Direct 92% · ● Referral 6%
ModalBasetenBeamReplicate
0415.2K830.4K1.2M1.7MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KBaseten · 141.4KBaseten · 136.4KBaseten · 197.3KBaseten · 205KBaseten · 246.2KBaseten · 247.6KBaseten · 265.6KBaseten · 292.9KBaseten · 355.4KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1M100K1M10MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KBaseten · 141.4KBaseten · 136.4KBaseten · 197.3KBaseten · 205KBaseten · 246.2KBaseten · 247.6KBaseten · 265.6KBaseten · 292.9KBaseten · 355.4KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$250per month · free tier available
Free tier
$89per month · free tier available
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Free tier
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Free trial
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–
–
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API access
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Plans
Starter FreeTeam $250/moEnterprise Custom
Basic CustomPro CustomEnterprise Custom
Developer FreeTeam $89/moGrowth Custom
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Capabilities input → output
Input
Code
AudioText
Code
ImagesText
Output
Apps
AudioImagesText
Apps
AudioImagesTextVideo
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
6
3
9
Developer tools
Inference
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APIs
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Development
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GPU infrastructure
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Models
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API integrations
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Cloud infrastructure
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Web service deployment
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Image generation
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LLM development
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Performance optimization
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Video generation
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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
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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.