Context.dev vs Weaviate vs Hyperbrowser vs Cloudir | LLM Ops

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

Your tool
Context.dev
vs
Competitor 1
Weaviate
Competitor 2
Hyperbrowser
Competitor 3
Cloudir | LLM Ops
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 Weaviate
weaviate.io
Search that understands meaning
Make main Remove
Competitor Hyperbrowser
hyperbrowser.ai
Hyperbrowser delivers cloud-based browser infrastructure designed for AI agents and automated applications
Make main Remove
Competitor Cloudir | LLM Ops
cloudidr.com
Cloudir LLM Ops tracks and controls costs for AI agent deployments by monitoring API spending in real time and automatically routing requests to cheaper models when possible
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
154.2Kvisits/mo
67.3Kvisits/mo
9.1Kvisits/mo
MoM change
▲ 26.4%
▼ 11.8%
▲ 1.2%
▼ 21.0%
6-month growth
-68.4%
-7.0%
+0.7%
+12.7%
Global rank web
#3,017,624
#293,589
#584,815
#2,357,399
Avg. last 3 months
4.7K
155.7K
68.4K
14.6K
Bounce rate lower is better
0%
41%
42%
38%
Pages / visit
—
1.9
1.7
2.0
Visit duration
—
50s
10s
12s
Traffic sources
—
● Direct 82% · ● Referral 18%
● Direct 92% · ● Referral 7%
—
Context.devWeaviateHyperbrowserCloudir | LLM Ops
056.5K113K169.5K226KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KWeaviate · 226KWeaviate · 193.3KWeaviate · 188.9KWeaviate · 165.9KWeaviate · 184.5KWeaviate · 169.2KWeaviate · 137.9KWeaviate · 174.8KWeaviate · 154.2KHyperbrowser · 59.5KHyperbrowser · 71.4KHyperbrowser · 66.8KHyperbrowser · 67.3KHyperbrowser · 56.7KHyperbrowser · 71.4KHyperbrowser · 66.5KHyperbrowser · 67.3KCloudir | LLM Ops · 12Cloudir | LLM Ops · 6.3KCloudir | LLM Ops · 8.1KCloudir | LLM Ops · 9.7KCloudir | LLM Ops · 15.6KCloudir | LLM Ops · 23.1KCloudir | LLM Ops · 11.5KCloudir | LLM Ops · 9.1K101001K10K100K1MContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KWeaviate · 226KWeaviate · 193.3KWeaviate · 188.9KWeaviate · 165.9KWeaviate · 184.5KWeaviate · 169.2KWeaviate · 137.9KWeaviate · 174.8KWeaviate · 154.2KHyperbrowser · 59.5KHyperbrowser · 71.4KHyperbrowser · 66.8KHyperbrowser · 67.3KHyperbrowser · 56.7KHyperbrowser · 71.4KHyperbrowser · 66.5KHyperbrowser · 67.3KCloudir | LLM Ops · 12Cloudir | LLM Ops · 6.3KCloudir | LLM Ops · 8.1KCloudir | LLM Ops · 9.7KCloudir | LLM Ops · 15.6KCloudir | LLM Ops · 23.1KCloudir | LLM Ops · 11.5KCloudir | LLM Ops · 9.1KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$19per month · free tier available
$45per month · free tier available
$30per month · free tier available
$49per month · free tier available
Free tier
Free trial
–
–
–
–
API access
–
Plans
Plan $19.0 $19/moPlan $99.0 $99/moPlan $299.0 $299/moPlan $499.0 $499/mo+1 more
Free FreeFlex $45/moPremium $0
Free FreeStartup $30/moScale $100/moEnterprise Custom
Starter FreeGrowth $49/moScale $299/moEnterprise Custom
Capabilities input → output
Input
—
DataImagesText
CodeWeb pages
Data
Output
—
Data
Data
Data
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeResearch & AnalyticsAI APIAI Research Tool+1 more
Development & CodeAI Developer Tools
Development & CodeAI Developer ToolsAI Web Scraping
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
6
9
5
Developer tools
–
Web scraping
–
–
Website crawling
–
–
APIs
–
–
Agents
–
–
API cost reduction
–
–
–
Browser
–
–
–
Cost management
–
–
–
LLM gateway
–
–
–
Model routing
–
–
–
Vector databases
–
–
–
Databases
–
–
–
LLM management
–
–
–
Webscraping
–
–
–
Captcha solving
–
–
–
Information retrieval
–
–
–
LLM development
–
–
–
MCP
–
–
–
Markdown conversion
–
–
–
Research
–
–
–
Text extraction
–
–
–
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
–
–
–
–

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.