Modal vs Augment Code vs Cursor vs Fireworks AI

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

Your tool
Modal
vs
Competitor 1
Augment Code
Competitor 2
Cursor
Competitor 3
Fireworks AI
Compare
4 tools · best value per row highlighted
Your tool Modal
modal.com
Run AI code without infrastructure
Remove
Competitor Augment Code
augmentcode.com
Augment Code is an agentic software development company whose Cosmos platform runs software agents across the development lifecycle.
Make main Remove
Competitor Cursor
cursor.sh
Code editor that actually understands your codebase
Make main Remove
Competitor Fireworks AI
fireworks.ai
Production AI infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
972.8Kvisits/mo
—
4.5Mvisits/mo
713.6Kvisits/mo
MoM change
▲ 5.7%
—
▲ 7.8%
▼ 21.1%
6-month growth
+13.6%
—
-1.8%
+62.9%
Global rank web
#43,856
—
#15,584
#55,462
Avg. last 3 months
960K
—
4.4M
743.7K
Bounce rate lower is better
37%
—
57%
43%
Pages / visit
6.6
—
2.4
3.6
Visit duration
5m 31s
—
1m 36s
2m 40s
Traffic sources
● Direct 94% · ● Referral 5%
—
● Referral 80% · ● Mail 13%
● Direct 91% · ● Referral 6%
ModalAugment CodeCursorFireworks AI
01.2M2.3M3.5M4.6MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KCursor · 3.8MCursor · 4.2MCursor · 4.3MCursor · 4MCursor · 4.6MCursor · 4.4MCursor · 4.6MCursor · 4.5MCursor · 4.2MCursor · 4.5MFireworks AI · 224.6KFireworks AI · 250KFireworks AI · 355.9KFireworks AI · 323.2KFireworks AI · 438.1KFireworks AI · 720.8KFireworks AI · 610.7KFireworks AI · 613.3KFireworks AI · 904KFireworks AI · 713.6K100K1M10MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KCursor · 3.8MCursor · 4.2MCursor · 4.3MCursor · 4MCursor · 4.6MCursor · 4.4MCursor · 4.6MCursor · 4.5MCursor · 4.2MCursor · 4.5MFireworks AI · 224.6KFireworks AI · 250KFireworks AI · 355.9KFireworks AI · 323.2KFireworks AI · 438.1KFireworks AI · 720.8KFireworks AI · 610.7KFireworks AI · 613.3KFireworks AI · 904KFireworks AI · 713.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Freemium
Freemium
Starting price
$250per month · free tier available
$20per month
$20per month · free tier available
Free tier
Free tier
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Free trial
–
–
–
–
API access
–
–
Plans
Starter FreeTeam $250/moEnterprise Custom
Standard $20/moBusiness $100/moEnterprise Custom
Plan $20.0 $20/moEnterprise $0/mo
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Capabilities input → output
Input
Code
CodeText
CodeText
CodeImagesText
Output
Apps
Code
Code
CodeText
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Code Review+2 more
Development & CodeAI Code ReviewAI Coding Assistant
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
6
7
7
Development
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Coding
–
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Code reviews
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Inference
–
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APIs
–
–
Developer tools
–
–
Fine-Tuning
–
–
–
GPU infrastructure
–
–
–
Agents
–
–
–
Debugging
–
–
–
Models
–
–
–
Refactoring
–
–
–
Testing
–
–
–
Agent creation
–
–
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Code documentation
–
–
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Code testing
–
–
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LLM development
–
–
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Performance optimization
–
–
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Terminal commands management
–
–
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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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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.