Cloudir | LLM Ops vs Parallel Web Systems vs Hyperbrowser vs Context.dev

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

Your tool
Cloudir | LLM Ops
vs
Competitor 1
Parallel Web Systems
Competitor 2
Hyperbrowser
Competitor 3
Context.dev
Compare
4 tools · best value per row highlighted
Your tool 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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Competitor Parallel Web Systems
parallel.ai
Parallel Web Systems builds web infrastructure for AI agents.
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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 Context.dev
context.dev
Brand.dev is a web scraping API for AI agents and LLM products.
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Traffic estimated monthly website traffic
Monthly visits
9.1Kvisits/mo
—
67.3Kvisits/mo
—
MoM change
▼ 21.0%
—
▲ 1.2%
▲ 26.4%
6-month growth
+12.7%
—
+0.7%
-68.4%
Global rank web
#2,357,399
—
#584,815
#3,017,624
Avg. last 3 months
14.6K
—
68.4K
4.7K
Bounce rate lower is better
38%
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42%
0%
Pages / visit
2.0
—
1.7
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Visit duration
12s
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10s
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Traffic sources
—
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● Direct 92% · ● Referral 7%
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Cloudir | LLM OpsParallel Web SystemsHyperbrowserContext.dev
017.9K35.7K53.6K71.4KCloudir | 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 · 9.1KHyperbrowser · 59.5KHyperbrowser · 71.4KHyperbrowser · 66.8KHyperbrowser · 67.3KHyperbrowser · 56.7KHyperbrowser · 71.4KHyperbrowser · 66.5KHyperbrowser · 67.3KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8K101001K10K100KCloudir | 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 · 9.1KHyperbrowser · 59.5KHyperbrowser · 71.4KHyperbrowser · 66.8KHyperbrowser · 67.3KHyperbrowser · 56.7KHyperbrowser · 71.4KHyperbrowser · 66.5KHyperbrowser · 67.3KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KDec '25Jan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Free
Freemium
Freemium
Starting price
$49per month · free tier available
Free
$30per month · free tier available
$19per month · free tier available
Free tier
Free trial
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–
–
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API access
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Plans
Starter FreeGrowth $49/moScale $299/moEnterprise Custom
Pay as you go CustomResponses/Monitor/Find All APIs Custom
Free FreeStartup $30/moScale $100/moEnterprise Custom
Plan $19.0 $19/moPlan $99.0 $99/moPlan $299.0 $299/moPlan $499.0 $499/mo+1 more
Capabilities input → output
Input
Data
DataTextWeb pages
CodeWeb pages
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Output
Data
DataText
Data
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Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeResearch & AnalyticsAI Developer Tools+3 more
Development & CodeAI Developer ToolsAI Web Scraping
Development & CodeResearch & AnalyticsAI APIAI Research Tool+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
4
9
5
Web scraping
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Website crawling
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Developer tools
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Research
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API cost reduction
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Browser
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Cost management
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LLM gateway
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–
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Model routing
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–
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APIs
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–
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LLM management
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–
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Webscraping
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Agents
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Captcha solving
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MCP
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Markdown conversion
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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
▲ 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.