llama.cpp vs Context.dev vs BrowserAct vs Thinking Machines Tinker

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

Your tool
llama.cpp
vs
Competitor 1
Context.dev
Competitor 2
BrowserAct
Competitor 3
Thinking Machines Tinker
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 Context.dev
context.dev
Brand.dev is a web scraping API for AI agents and LLM products.
Make main Remove
Competitor BrowserAct
browseract.com
BrowserAct is a no-code web scraping platform that builds a reusable scraper from one prompt.
Make main Remove
Competitor Thinking Machines Tinker
thinkingmachines.ai
A training API that hands control of model fine-tuning to researchers while someone else deals with the servers and scaling headaches
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
—
163.5Kvisits/mo
1.1Mvisits/mo
MoM change
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▲ 26.4%
▲ 12.3%
▲ 181.3%
6-month growth
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-68.4%
-5.0%
+372.8%
Global rank web
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#3,017,624
#275,930
#55,584
Avg. last 3 months
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4.7K
147.7K
672K
Bounce rate lower is better
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0%
42%
51%
Pages / visit
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—
2.5
2.6
Visit duration
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1m 07s
1m 57s
Traffic sources
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● Direct 76% · ● Referral 23%
● Direct 81% · ● Referral 15%
llama.cppContext.devBrowserActThinking Machines Tinker
0264.4K528.7K793.1K1.1MContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KBrowserAct · 93.9KBrowserAct · 107.8KBrowserAct · 137.1KBrowserAct · 172.1KBrowserAct · 135.9KBrowserAct · 116.8KBrowserAct · 133.9KBrowserAct · 145.6KBrowserAct · 163.5KThinking Machines Tinker · 421.8KThinking Machines Tinker · 345.6KThinking Machines Tinker · 223.7KThinking Machines Tinker · 298.7KThinking Machines Tinker · 303.2KThinking Machines Tinker · 582.5KThinking Machines Tinker · 375.9KThinking Machines Tinker · 1.1M1K10K100K1M10MContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KBrowserAct · 93.9KBrowserAct · 107.8KBrowserAct · 137.1KBrowserAct · 172.1KBrowserAct · 135.9KBrowserAct · 116.8KBrowserAct · 133.9KBrowserAct · 145.6KBrowserAct · 163.5KThinking Machines Tinker · 421.8KThinking Machines Tinker · 345.6KThinking Machines Tinker · 223.7KThinking Machines Tinker · 298.7KThinking Machines Tinker · 303.2KThinking Machines Tinker · 582.5KThinking Machines Tinker · 375.9KThinking Machines Tinker · 1.1MDec '25Jan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Freemium
Freemium
Starting price
Free
$19per month · free tier available
$16per month · free tier available
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Free tier
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Free trial
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–
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API access
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Plans
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Plan $19.0 $19/moPlan $99.0 $99/moPlan $299.0 $299/moPlan $499.0 $499/mo+1 more
Free FreeBasic $16/moEssential $70/moAdvanced $120/mo
Inkling-Small Prefill $0.58/usage-basedInkling-Small Sample $0.12/usage-basedVarious Model Training Custom/usage-based
Capabilities input → output
Input
ImagesText
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TextWeb pages
CodeData
Output
Text
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Data
Text
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeResearch & AnalyticsAI APIAI Research Tool+1 more
Development & CodeAI Web Scraping
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
7
6
4
APIs
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Developer tools
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Web scraping
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LLM development
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Website crawling
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Fine-Tuning
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Local AI
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Webscraping
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–
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Large language models
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–
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No-code
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Self hosted
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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
▲ 0
▲ 0
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
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.