Context.dev vs Firecrawl vs Muapi vs Replicate

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

Your tool
Context.dev
vs
Competitor 1
Firecrawl
Competitor 2
Muapi
Competitor 3
Replicate
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.
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
Competitor Replicate
replicate.com
Run open-source AI without managing servers
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
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318.3Kvisits/mo
1Mvisits/mo
MoM change
▲ 26.4%
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▼ 3.1%
6-month growth
-68.4%
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-30.2%
Global rank web
#3,017,624
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#39,584
Avg. last 3 months
4.7K
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318.3K
1.1M
Bounce rate lower is better
0%
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35%
Pages / visit
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5.6
Visit duration
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5m 09s
Traffic sources
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● Direct 92% · ● Referral 6%
Context.devFirecrawlMuapiReplicate
0415.2K830.4K1.2M1.7MContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KMuapi · 318.3KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1M1K10K100K1M10MContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KMuapi · 318.3KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Paid
Freemium
Starting price
$19per month · free tier available
$16per month · free tier available
$10per month
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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
Free FreeHobby $16/moStandard $83/moGrowth $333/mo+2 more
Suno - Create Music $0.09Qwen Image $0.03LTX-2 Video $0.30
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Capabilities input → output
Input
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TextWeb pages
ImagesText
ImagesText
Output
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DataText
AudioImagesVideo
AudioImagesTextVideo
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeResearch & AnalyticsAI APIAI Research Tool+1 more
Development & CodeAI Web Scraping
Development & CodeAI API
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
6
6
9
APIs
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Developer tools
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Web scraping
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Website crawling
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Image generation
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Video generation
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Webscraping
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API integrations
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Inference
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Models
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Website interaction
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Website to JSON
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3D models
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Development
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LLM development
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Music creation
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Research
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Website monitoring
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
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Saves
0
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Reviews
0
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0
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.