Modal vs MostlyAI vs Scios vs Beam

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

Your tool
Modal
vs
Competitor 1
MostlyAI
Competitor 2
Scios
Competitor 3
Beam
Compare
4 tools · best value per row highlighted
Your tool Modal
modal.com
Run AI code without infrastructure
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Competitor MostlyAI
mostly.ai
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Competitor Scios
scios.ai
Grounded in behavioral economics research, Scios functions as a strategic decision intelligence system that models consumer choice behavior to address why customers act, what outcomes different str...
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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.
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Traffic estimated monthly website traffic
Monthly visits
972.8Kvisits/mo
43.5Kvisits/mo
93visits/mo
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MoM change
▲ 5.7%
▼ 22.5%
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6-month growth
+13.6%
-35.7%
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Global rank web
#43,856
#791,007
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Avg. last 3 months
960K
55.6K
93
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Bounce rate lower is better
37%
39%
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Pages / visit
6.6
1.8
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Visit duration
5m 31s
22s
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Traffic sources
● Direct 94% · ● Referral 5%
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ModalMostlyAISciosBeam
0291.9K583.7K875.6K1.2MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KMostlyAI · 76.8KMostlyAI · 88.7KMostlyAI · 87.8KMostlyAI · 67.7KMostlyAI · 61.8KMostlyAI · 56.7KMostlyAI · 67.3KMostlyAI · 56.1KMostlyAI · 43.5KScios · 93101001K10K100K1M10MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KMostlyAI · 76.8KMostlyAI · 88.7KMostlyAI · 87.8KMostlyAI · 67.7KMostlyAI · 61.8KMostlyAI · 56.7KMostlyAI · 67.3KMostlyAI · 56.1KMostlyAI · 43.5KScios · 93Nov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Freemium
Freemium
Starting price
$250per month · free tier available
Free
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$89per month · free tier available
Free tier
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Free trial
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API access
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Plans
Starter FreeTeam $250/moEnterprise Custom
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Developer FreeTeam $89/moGrowth Custom
Capabilities input → output
Input
Code
DataText
DataText
Code
Output
Apps
Data
DataText
Apps
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeResearch & AnalyticsAI Developer ToolsAI For Data Analytics
Research & AnalyticsAI For Data Analytics
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
6
12
6
Developer tools
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GPU infrastructure
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Data analysis
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APIs
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Cloud infrastructure
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Strategic decisions
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Synthetic data
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Cloud computing
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Customer churn analysis
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Decision support
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Inference
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Market research
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Predictive analysis
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Product launch strategies
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Strategic decision creation
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Behavioral data analysis
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Business strategy
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Data anonymization
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Data privacy compliance
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Data science
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Development
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Human behavior analysis
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Marketing strategies
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Performance optimization
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Virtual computing
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
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Saves
0
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Reviews
0
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Prompts
0
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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.