llama.cpp vs Context.dev vs Hyperbrowser 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
Context.dev
Competitor 2
Hyperbrowser
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 Context.dev
context.dev
Brand.dev is a web scraping API for AI agents and LLM products.
Make main Remove
Competitor Hyperbrowser
hyperbrowser.ai
Hyperbrowser delivers cloud-based browser infrastructure designed for AI agents and automated applications
Make main Remove
Competitor Fireworks AI
fireworks.ai
Production AI infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
—
67.3Kvisits/mo
713.6Kvisits/mo
MoM change
—
▲ 26.4%
▲ 1.2%
▼ 21.1%
6-month growth
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-68.4%
+0.7%
+62.9%
Global rank web
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#3,017,624
#584,815
#55,462
Avg. last 3 months
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4.7K
68.4K
743.7K
Bounce rate lower is better
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0%
42%
43%
Pages / visit
—
—
1.7
3.6
Visit duration
—
—
10s
2m 40s
Traffic sources
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● Direct 92% · ● Referral 7%
● Direct 91% · ● Referral 6%
llama.cppContext.devHyperbrowserFireworks AI
0226K452K678K904KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KHyperbrowser · 59.5KHyperbrowser · 71.4KHyperbrowser · 66.8KHyperbrowser · 67.3KHyperbrowser · 56.7KHyperbrowser · 71.4KHyperbrowser · 66.5KHyperbrowser · 67.3KFireworks 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 · 713.6K1K10K100K1MContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KHyperbrowser · 59.5KHyperbrowser · 71.4KHyperbrowser · 66.8KHyperbrowser · 67.3KHyperbrowser · 56.7KHyperbrowser · 71.4KHyperbrowser · 66.5KHyperbrowser · 67.3KFireworks 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
$19per month · free tier available
$30per month · free tier available
Free tier
Free tier
Free trial
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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 FreeStartup $30/moScale $100/moEnterprise Custom
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Capabilities input → output
Input
ImagesText
—
CodeWeb pages
CodeImagesText
Output
Text
—
Data
CodeText
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeResearch & AnalyticsAI APIAI Research Tool+1 more
Development & CodeAI Developer ToolsAI Web Scraping
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
7
9
7
Developer tools
APIs
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Web scraping
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Website crawling
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LLM development
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Agents
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Browser
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Fine-Tuning
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Inference
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Local AI
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–
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Large language models
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–
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Models
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Self hosted
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–
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Webscraping
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Captcha solving
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Development
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Llama 3 on mac
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MCP
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Markdown conversion
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Research
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Text extraction
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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
0
0
0
Verified listing
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–
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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.