llama.cpp vs BrowserAct vs Context.dev vs LLaMA-Factory

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

Your tool
llama.cpp
vs
Competitor 1
BrowserAct
Competitor 2
Context.dev
Competitor 3
LLaMA-Factory
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 BrowserAct
browseract.com
BrowserAct is a no-code web scraping platform that builds a reusable scraper from one prompt.
Make main Remove
Competitor Context.dev
context.dev
Brand.dev is a web scraping API for AI agents and LLM products.
Make main Remove
Competitor LLaMA-Factory
github.com
LLaMA-Factory is an open-source framework for fine-tuning more than 100 large language models and vision-language models.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
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163.5Kvisits/mo
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MoM change
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▲ 12.3%
▲ 26.4%
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6-month growth
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-5.0%
-68.4%
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Global rank web
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#275,930
#3,017,624
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Avg. last 3 months
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147.7K
4.7K
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Bounce rate lower is better
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42%
0%
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Pages / visit
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2.5
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Visit duration
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1m 07s
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Traffic sources
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● Direct 76% · ● Referral 23%
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llama.cppBrowserActContext.devLLaMA-Factory
043K86.1K129.1K172.1KBrowserAct · 93.9KBrowserAct · 107.8KBrowserAct · 137.1KBrowserAct · 172.1KBrowserAct · 135.9KBrowserAct · 116.8KBrowserAct · 133.9KBrowserAct · 145.6KBrowserAct · 163.5KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8K1K10K100K1MBrowserAct · 93.9KBrowserAct · 107.8KBrowserAct · 137.1KBrowserAct · 172.1KBrowserAct · 135.9KBrowserAct · 116.8KBrowserAct · 133.9KBrowserAct · 145.6KBrowserAct · 163.5KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KDec '25Jan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Freemium
Free
Starting price
Free
$16per month · free tier available
$19per month · free tier available
Free
Free tier
Free trial
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API access
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Plans
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Free FreeBasic $16/moEssential $70/moAdvanced $120/mo
Plan $19.0 $19/moPlan $99.0 $99/moPlan $299.0 $299/moPlan $499.0 $499/mo+1 more
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Capabilities input → output
Input
ImagesText
TextWeb pages
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Data
Output
Text
Data
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Data
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Web Scraping
Development & CodeResearch & AnalyticsAI APIAI Research Tool+1 more
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
6
7
7
Developer tools
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Web scraping
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LLM development
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Website crawling
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APIs
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Large language models
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Self hosted
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Fine-Tuning
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LLM training
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Local AI
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Model training
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Webscraping
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No-code
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Agents
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Llama 3 on mac
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Price search
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Research
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Text extraction
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Website to JSON
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
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Saves
0
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Reviews
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.