Context.dev vs pgvector vs InfinityFlow vs Firecrawl

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

Your tool
Context.dev
vs
Competitor 1
pgvector
Competitor 2
InfinityFlow
Competitor 3
Firecrawl
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 pgvector
github.com
pgvector is an open-source extension that adds vector similarity search to Postgres.
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Competitor InfinityFlow
infiniflow.org
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
Traffic estimated monthly website traffic
Monthly visits
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3.3Kvisits/mo
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MoM change
▲ 26.4%
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▲ 17.5%
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6-month growth
-68.4%
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+50.9%
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Global rank web
#3,017,624
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#4,102,626
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Avg. last 3 months
4.7K
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3K
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Bounce rate lower is better
0%
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36%
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Pages / visit
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3.1
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Visit duration
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15s
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Traffic sources
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Context.devpgvectorInfinityFlowFirecrawl
06.8K13.7K20.5K27.3KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KInfinityFlow · 3.8KInfinityFlow · 6.5KInfinityFlow · 4.9KInfinityFlow · 2.2KInfinityFlow · 3.4KInfinityFlow · 2.5KInfinityFlow · 2.8KInfinityFlow · 2.8KInfinityFlow · 3.3K1K10K100KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KInfinityFlow · 3.8KInfinityFlow · 6.5KInfinityFlow · 4.9KInfinityFlow · 2.2KInfinityFlow · 3.4KInfinityFlow · 2.5KInfinityFlow · 2.8KInfinityFlow · 2.8KInfinityFlow · 3.3KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Free
Free
Freemium
Starting price
$19per month · free tier available
Free
Free
$16per month · free tier available
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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Free FreeHobby $16/moStandard $83/moGrowth $333/mo+2 more
Capabilities input → output
Input
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Data
DataText
TextWeb pages
Output
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Data
Data
DataText
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeResearch & AnalyticsAI APIAI Research Tool+1 more
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Web Scraping
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
7
6
9
Developer tools
Vector databases
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Web scraping
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Website crawling
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APIs
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Vector indexes
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Agents
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RAG
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Webscraping
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Databases
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PostgreSQL assistance
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Web search
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Website interaction
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Website to JSON
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Embeds
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Research
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SQL
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Self hosted
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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
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Saves
0
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Reviews
0
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Prompts
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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.