Modal vs OpenHands vs GitHub Copilot 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
OpenHands
Competitor 2
GitHub Copilot
Competitor 3
Fireworks AI
Compare
4 tools · best value per row highlighted
Your tool Modal
modal.com
Run AI code without infrastructure
Remove
Competitor OpenHands
openhands.dev
OpenHands is an open-source, model-agnostic platform for running coding agents in the cloud.
Make main Remove
Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the 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
—
637.9Mvisits/mo
713.6Kvisits/mo
MoM change
▲ 5.7%
—
▲ 3.7%
▼ 21.1%
6-month growth
+13.6%
—
+19.3%
+62.9%
Global rank web
#43,856
—
#49
#55,462
Avg. last 3 months
960K
—
629.7M
743.7K
Bounce rate lower is better
37%
—
36%
43%
Pages / visit
6.6
—
5.9
3.6
Visit duration
5m 31s
—
6m 26s
2m 40s
Traffic sources
● Direct 94% · ● Referral 5%
—
● Direct 83% · ● Referral 15%
● Direct 91% · ● Referral 6%
ModalOpenHandsGitHub CopilotFireworks AI
0159.5M318.9M478.4M637.9MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MFireworks 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 · 713.6K100K1M10M100M1BModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MFireworks 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
Free
Freemium
Freemium
Starting price
$250per month · free tier available
Free
$4per 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
Starter FreeTeam $250/moEnterprise Custom
Open Source (Local) FreeIndividual (SaaS) FreeEnterprise Custom
Free FreeTeam $4/moEnterprise $21/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
Intermediate
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
7
9
7
Coding
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Inference
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APIs
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Agents
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Code reviews
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Developer tools
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Development
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Code autocompletion
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–
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Fine-Tuning
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–
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GPU infrastructure
–
–
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Coding in VS Code
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GitHub automation
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GitHub pull requests
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Models
–
–
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Vs code
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Agent management
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Debugging
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LLM development
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Performance optimization
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Self hosted
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Tech team automation
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Terminal
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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
2
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.