Modal vs Sourcegraph Cody vs Cursor vs Beam

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

Your tool
Modal
vs
Competitor 1
Sourcegraph Cody
Competitor 2
Cursor
Competitor 3
Beam
Compare
4 tools · best value per row highlighted
Your tool Modal
modal.com
Run AI code without infrastructure
Remove
Competitor Sourcegraph Cody
sourcegraph.com
AI that knows your codebase
Make main Remove
Competitor Cursor
cursor.sh
Code editor that actually understands your codebase
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
185.6Kvisits/mo
4.5Mvisits/mo
—
MoM change
▲ 5.7%
▼ 10.6%
▲ 7.8%
—
6-month growth
+13.6%
-40.6%
-1.8%
—
Global rank web
#43,856
#204,583
#15,584
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Avg. last 3 months
960K
209.7K
4.4M
—
Bounce rate lower is better
37%
42%
57%
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Pages / visit
6.6
2.9
2.4
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Visit duration
5m 31s
1m 39s
1m 36s
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Traffic sources
● Direct 94% · ● Referral 5%
● Direct 91% · ● Referral 7%
● Referral 80% · ● Mail 13%
—
ModalSourcegraph CodyCursorBeam
01.2M2.3M3.5M4.6MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KSourcegraph Cody · 396.9KSourcegraph Cody · 383.2KSourcegraph Cody · 377.2KSourcegraph Cody · 305.8KSourcegraph Cody · 312.4KSourcegraph Cody · 254.6KSourcegraph Cody · 244.5KSourcegraph Cody · 235.9KSourcegraph Cody · 207.6KSourcegraph Cody · 185.6KCursor · 3.8MCursor · 4.2MCursor · 4.3MCursor · 4MCursor · 4.6MCursor · 4.4MCursor · 4.6MCursor · 4.5MCursor · 4.2MCursor · 4.5M100K1M10MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KSourcegraph Cody · 396.9KSourcegraph Cody · 383.2KSourcegraph Cody · 377.2KSourcegraph Cody · 305.8KSourcegraph Cody · 312.4KSourcegraph Cody · 254.6KSourcegraph Cody · 244.5KSourcegraph Cody · 235.9KSourcegraph Cody · 207.6KSourcegraph Cody · 185.6KCursor · 3.8MCursor · 4.2MCursor · 4.3MCursor · 4MCursor · 4.6MCursor · 4.4MCursor · 4.6MCursor · 4.5MCursor · 4.2MCursor · 4.5MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$250per month · free tier available
$16,000per month
$20per month · free tier available
$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
Enterprise $16,000/yr
Plan $20.0 $20/moEnterprise $0/mo
Developer FreeTeam $89/moGrowth Custom
Capabilities input → output
Input
Code
CodeText
CodeText
Code
Output
Apps
Code
Code
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Coding Assistant
Development & CodeAI Code ReviewAI Coding Assistant
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
4
7
4
Coding
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GPU infrastructure
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Debugging
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Developer tools
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Development
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Cloud infrastructure
–
–
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Code reviews
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–
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Inference
–
–
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Refactoring
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–
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APIs
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–
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Code analysis
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–
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Code documentation
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–
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Performance optimization
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–
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Prompt management
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Terminal commands management
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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
▲ 0
▲ 1
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
3
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.