llama.cpp vs Hal vs Augment Code vs devlo

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

Your tool
llama.cpp
vs
Competitor 1
Hal
Competitor 2
Augment Code
Competitor 3
devlo
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 Hal
hal9.com
Hal9 is a powerful platform for quickly building and deploying fully customizable AI chatbots, powered by your data with complete privacy. In just under 5 minutes, you can create a tailored chatbot t
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Competitor Augment Code
augmentcode.com
Augment Code is an agentic software development company whose Cosmos platform runs software agents across the development lifecycle.
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Competitor devlo
devlo.ai
Engineering teams get a browser-based system that handles code from multiple angles
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Traffic estimated monthly website traffic
Monthly visits
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3.4Kvisits/mo
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MoM change
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▼ 10.9%
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▼ 70.3%
6-month growth
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+60.6%
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Global rank web
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#6,156,551
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#8,880,689
Avg. last 3 months
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3.9K
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537
Bounce rate lower is better
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39%
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0%
Pages / visit
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1.1
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Visit duration
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llama.cppHalAugment Codedevlo
02K3.9K5.9K7.9KHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4Kdevlo · 7.9Kdevlo · 5.4Kdevlo · 1.6K1001K10KHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4Kdevlo · 7.9Kdevlo · 5.4Kdevlo · 1.6KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Free
Freemium
Paid
Freemium
Starting price
Free
$2,000per month
$20per month
$19per month · free tier available
Free tier
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Free trial
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API access
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Plans
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Startups $2,000/mo
Standard $20/moBusiness $100/moEnterprise Custom
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Capabilities input → output
Input
ImagesText
CodeText
CodeText
CodeText
Output
Text
Apps
Code
AppsCode
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Code Review+2 more
Development & CodeProductivity & OfficeAI AgentAI App Builder+2 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
0
6
11
Code reviews
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Coding
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Agents
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GitHub pull requests
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Teams performance analytics
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Agent creation
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Developer tools
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Development
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GitHub
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Jira tickets
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LLM development
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Testing
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APIs
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Code quality
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Code testing
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Cve monitoring
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Frontend development
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
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▲ 1
Saves
0
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Reviews
0
0
0
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Prompts
0
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0
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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.