Context.dev vs Mirai vs llama.cpp

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

Your tool
Context.dev
vs
Competitor 1
Mirai
Competitor 2
llama.cpp
Competitor 3
Suggested competitors for Context.dev: Firecrawl89% Olostep86% Jina Reader83% Exa82% Apify81% SearchCans80% BrowserAct79% Axiom.ai77%
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3 tools · best value per row highlighted
Your tool Context.dev
context.dev
Brand.dev is a web scraping API for AI agents and LLM products.
Remove
Competitor Mirai
trymirai.com
Developers building AI applications for Apple devices face a persistent challenge: running sophisticated models locally without sacrificing speed or draining device resources
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Competitor 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.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
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26Kvisits/mo
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MoM change
▲ 26.4%
▼ 37.4%
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6-month growth
-68.4%
+86.5%
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Global rank web
#3,017,624
#1,099,157
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Avg. last 3 months
4.7K
33.5K
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Bounce rate lower is better
0%
37%
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Pages / visit
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2.5
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Visit duration
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1m 00s
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Traffic sources
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● Direct 78% · ● Referral 22%
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Context.devMiraillama.cpp
010.4K20.7K31.1K41.5KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KMirai · 10.5KMirai · 16KMirai · 13.9KMirai · 24KMirai · 30.5KMirai · 33.1KMirai · 41.5KMirai · 26K1K10K100KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KMirai · 10.5KMirai · 16KMirai · 13.9KMirai · 24KMirai · 30.5KMirai · 33.1KMirai · 41.5KMirai · 26KDec '25Jan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Freemium
Free
Starting price
$19per month · free tier available
Free tier
Free
Free tier
Free trial
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API access
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Plans
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
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Text
ImagesText
Output
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Text
Text
Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeResearch & AnalyticsAI APIAI Research Tool+1 more
Development & CodeAI Developer ToolsOpen Source AI Models
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
6
7
Developer tools
APIs
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LLM development
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Inference
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Local AI
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Web scraping
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Website crawling
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Large language models
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Self hosted
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Agents
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Llama 3 on mac
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Mobile development
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Model integration
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Research
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Text extraction
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iOS macOS development
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
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.