Context.dev vs Mirai 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
Mirai
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.
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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 Hyperbrowser
hyperbrowser.ai
Hyperbrowser delivers cloud-based browser infrastructure designed for AI agents and automated applications
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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
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Traffic estimated monthly website traffic
Monthly visits
—
26Kvisits/mo
67.3Kvisits/mo
9.1Kvisits/mo
MoM change
▲ 26.4%
▼ 37.4%
▲ 1.2%
▼ 21.0%
6-month growth
-68.4%
+86.5%
+0.7%
+12.7%
Global rank web
#3,017,624
#1,099,157
#584,815
#2,357,399
Avg. last 3 months
4.7K
33.5K
68.4K
14.6K
Bounce rate lower is better
0%
37%
42%
38%
Pages / visit
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2.5
1.7
2.0
Visit duration
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1m 00s
10s
12s
Traffic sources
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● Direct 78% · ● Referral 22%
● Direct 92% · ● Referral 7%
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Context.devMiraiHyperbrowserCloudir | LLM Ops
017.9K35.7K53.6K71.4KContext.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 · 26KHyperbrowser · 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 · 9.1K101001K10K100KContext.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 · 26KHyperbrowser · 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 · 9.1KDec '25Jan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$19per month · free tier available
Free tier
$30per month · free tier available
$49per 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 FreeStartup $30/moScale $100/moEnterprise Custom
Starter FreeGrowth $49/moScale $299/moEnterprise Custom
Capabilities input → output
Input
—
Text
CodeWeb pages
Data
Output
—
Text
Data
Data
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeResearch & AnalyticsAI APIAI Research Tool+1 more
Development & CodeAI Developer ToolsOpen Source AI Models
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
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Web scraping
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Website crawling
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Agents
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API cost reduction
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Browser
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Cost management
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Inference
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LLM gateway
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Model routing
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APIs
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LLM management
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Webscraping
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Captcha solving
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LLM development
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MCP
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Markdown conversion
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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
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 1
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
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.