Context.dev vs Defapi vs Firecrawl vs Muapi

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

Your tool
Context.dev
vs
Competitor 1
DDefapi
Competitor 2
Firecrawl
Competitor 3
Muapi
Compare
4 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.
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Competitor DDefapi
defapi.org
You know how managing multiple AI provider integrations usually means maintaining separate codebases for each vendor
Make main Remove
Competitor Firecrawl
firecrawl.dev
Firecrawl is a web data API that gives AI agents and applications clean content from the live web.
Make main Remove
Competitor Muapi
muapi.ai
MuAPI consolidates access to over 500 AI models for image, video, and audio generation through a single API endpoint, eliminating the need to manage separate integrations with dozens of providers
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
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2.4Kvisits/mo
—
318.3Kvisits/mo
MoM change
▲ 26.4%
▼ 42.6%
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6-month growth
-68.4%
-86.2%
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Global rank web
#3,017,624
#4,650,820
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Avg. last 3 months
4.7K
4.8K
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318.3K
Bounce rate lower is better
0%
36%
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Pages / visit
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1.4
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Visit duration
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7s
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Traffic sources
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Context.devDefapiFirecrawlMuapi
079.6K159.2K238.7K318.3KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4KMuapi · 318.3K1K10K100K1MContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4KMuapi · 318.3KDec '25Jan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Freemium
Paid
Starting price
$19per month · free tier available
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$16per month · free tier available
$10per month
Free tier
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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
Gemini 3.1 Pro Preview $1/$6/per requestClaude Sonnet 4.6 $1.5/$7.5/per requestClaude Opus 4.6 $2.5/$12.5/per requestSora 2 Stable $0.175+/per request+2 more
Free FreeHobby $16/moStandard $83/moGrowth $333/mo+2 more
Suno - Create Music $0.09Qwen Image $0.03LTX-2 Video $0.30
Capabilities input → output
Input
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AudioImagesText
TextWeb pages
ImagesText
Output
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AudioImagesText
DataText
AudioImagesVideo
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeResearch & AnalyticsAI APIAI Research Tool+1 more
Development & CodeAI API
Development & CodeAI Web Scraping
Development & CodeAI API
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
4
9
6
APIs
Developer tools
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Web scraping
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Website crawling
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Agents
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API integrations
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Webscraping
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API management
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Image generation
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Video generation
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Web search
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Website interaction
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Website to JSON
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3D models
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API security
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Music creation
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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
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
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.