llama.cpp vs GitHub Copilot vs devlo vs Fireworks AI

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

Your tool
llama.cpp
vs
Competitor 1
GitHub Copilot
Competitor 2
devlo
Competitor 3
Fireworks AI
Compare
4 tools · best value per row highlighted
Your tool llama.cpp
github.com
llama.cpp is an open-source inference engine that runs large language models and vision-language models on local hardware or in the cloud with minimal setup.
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Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
Make main Remove
Competitor devlo
devlo.ai
Engineering teams get a browser-based system that handles code from multiple angles
Make main Remove
Competitor Fireworks AI
fireworks.ai
Production AI infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
637.9Mvisits/mo
—
713.6Kvisits/mo
MoM change
—
▲ 3.7%
▼ 70.3%
▼ 21.1%
6-month growth
—
+19.3%
—
+62.9%
Global rank web
—
#49
#8,880,689
#55,462
Avg. last 3 months
—
629.7M
537
743.7K
Bounce rate lower is better
—
36%
0%
43%
Pages / visit
—
5.9
—
3.6
Visit duration
—
6m 26s
—
2m 40s
Traffic sources
—
● Direct 83% · ● Referral 15%
—
● Direct 91% · ● Referral 6%
llama.cppGitHub CopilotdevloFireworks AI
0159.5M318.9M478.4M637.9MGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9Mdevlo · 7.9Kdevlo · 5.4Kdevlo · 1.6KFireworks 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 · 713.6K1K10K100K1M10M100M1BGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9Mdevlo · 7.9Kdevlo · 5.4Kdevlo · 1.6KFireworks 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
Free
Freemium
Freemium
Freemium
Starting price
Free
$4per month · free tier available
$19per month · free tier available
Free tier
Free tier
Free trial
–
–
–
API access
–
–
Plans
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Free FreeTeam $4/moEnterprise $21/mo
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Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Capabilities input → output
Input
ImagesText
CodeText
CodeText
CodeImagesText
Output
Text
Code
AppsCode
CodeText
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeProductivity & OfficeAI AgentAI App Builder+2 more
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
9
14
7
Coding
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Agents
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Code reviews
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APIs
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Developer tools
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Development
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LLM development
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Debugging
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Code autocompletion
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–
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Fine-Tuning
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GitHub pull requests
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–
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Inference
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–
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Local AI
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–
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Teams performance analytics
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–
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Agent creation
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–
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Coding in VS Code
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–
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GitHub
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–
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Jira tickets
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Large language models
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Models
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Self hosted
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–
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Vs code
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–
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Agent management
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–
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Code quality
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–
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Codebase q a
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–
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Frontend development
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–
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Llama 3 on mac
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–
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No-code
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Terminal
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–
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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
2
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.