MostlyAI vs Celonis vs Modal vs Cambium AI

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

Your tool
MostlyAI
vs
Competitor 1
Celonis
Competitor 2
Modal
Competitor 3
Cambium AI
Compare
4 tools · best value per row highlighted
Your tool MostlyAI
mostly.ai
Remove
Competitor Celonis
celonis.com
See how your business actually runs, not how you think it runs
Make main Remove
Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Competitor Cambium AI
cambium.ai
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
43.5Kvisits/mo
409.7Kvisits/mo
972.8Kvisits/mo
4.5Kvisits/mo
MoM change
▼ 22.5%
▲ 4.0%
▲ 5.7%
▲ 36.1%
6-month growth
-35.7%
+5.0%
+13.6%
+71.2%
Global rank web
#791,007
#88,222
#43,856
#4,003,607
Avg. last 3 months
55.6K
382.8K
960K
4.3K
Bounce rate lower is better
39%
43%
37%
39%
Pages / visit
1.8
5.7
6.6
1.7
Visit duration
22s
3m 00s
5m 31s
7s
Traffic sources
—
● Direct 72% · ● Referral 24%
● Direct 94% · ● Referral 5%
—
MostlyAICelonisModalCambium AI
0291.9K583.7K875.6K1.2MMostlyAI · 76.8KMostlyAI · 88.7KMostlyAI · 87.8KMostlyAI · 67.7KMostlyAI · 61.8KMostlyAI · 56.7KMostlyAI · 67.3KMostlyAI · 56.1KMostlyAI · 43.5KCelonis · 393.3KCelonis · 376.7KCelonis · 403.7KCelonis · 390.3KCelonis · 382.9KCelonis · 380.2KCelonis · 344.7KCelonis · 394.1KCelonis · 409.7KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KCambium AI · 2.5KCambium AI · 4.7KCambium AI · 3.8KCambium AI · 2.6KCambium AI · 3KCambium AI · 3.2KCambium AI · 5KCambium AI · 3.3KCambium AI · 4.5K1K10K100K1M10MMostlyAI · 76.8KMostlyAI · 88.7KMostlyAI · 87.8KMostlyAI · 67.7KMostlyAI · 61.8KMostlyAI · 56.7KMostlyAI · 67.3KMostlyAI · 56.1KMostlyAI · 43.5KCelonis · 393.3KCelonis · 376.7KCelonis · 403.7KCelonis · 390.3KCelonis · 382.9KCelonis · 380.2KCelonis · 344.7KCelonis · 394.1KCelonis · 409.7KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KCambium AI · 2.5KCambium AI · 4.7KCambium AI · 3.8KCambium AI · 2.6KCambium AI · 3KCambium AI · 3.2KCambium AI · 5KCambium AI · 3.3KCambium AI · 4.5KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Free
Freemium
Freemium
Starting price
Free
Free
$250per month · free tier available
Free tier
Free tier
Free trial
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–
–
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API access
–
–
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Plans
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Free Free
Starter FreeTeam $250/moEnterprise Custom
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Capabilities input → output
Input
DataText
Data
Code
Text
Output
Data
Data
Apps
DataText
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeResearch & AnalyticsAI Developer ToolsAI For Data Analytics
Research & AnalyticsAI For Data Analytics
Development & CodeAI APIAI Developer Tools
Research & AnalyticsAI For Data AnalyticsAI Research Tool
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
6
6
5
Data analysis
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Synthetic data
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Developer tools
–
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GPU infrastructure
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–
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Business analytics automation
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–
–
Business intelligence
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–
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Inference
–
–
–
Supply chain management
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–
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Workflow optimization
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–
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APIs
–
–
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Business data optimization
–
–
–
Buyer personas
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–
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Data anonymization
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–
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Data privacy compliance
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–
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Data science
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–
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Development
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–
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Human studies insights
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–
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Market research
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–
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Performance optimization
–
–
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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.