Cloudir | LLM Ops vs BrowserAct 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
BrowserAct
Competitor 2
Context.dev
Competitor 3
Suggested competitors for Cloudir | LLM Ops: Portkey86% LiteLLM85% CleeAI79% Empromptu74% Hyperbrowser74% Respan74% Thinking Machines Tinker73% LangChain73%
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3 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 BrowserAct
browseract.com
BrowserAct is a no-code web scraping platform that builds a reusable scraper from one prompt.
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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
163.5Kvisits/mo
—
MoM change
▼ 21.0%
▲ 12.3%
▲ 26.4%
6-month growth
+12.7%
-5.0%
-68.4%
Global rank web
#2,357,399
#275,930
#3,017,624
Avg. last 3 months
14.6K
147.7K
4.7K
Bounce rate lower is better
38%
42%
0%
Pages / visit
2.0
2.5
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Visit duration
12s
1m 07s
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Traffic sources
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● Direct 76% · ● Referral 23%
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Cloudir | LLM OpsBrowserActContext.dev
043K86.1K129.1K172.1KCloudir | 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 · 9.1KBrowserAct · 93.9KBrowserAct · 107.8KBrowserAct · 137.1KBrowserAct · 172.1KBrowserAct · 135.9KBrowserAct · 116.8KBrowserAct · 133.9KBrowserAct · 145.6KBrowserAct · 163.5KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8K101001K10K100K1MCloudir | 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 · 9.1KBrowserAct · 93.9KBrowserAct · 107.8KBrowserAct · 137.1KBrowserAct · 172.1KBrowserAct · 135.9KBrowserAct · 116.8KBrowserAct · 133.9KBrowserAct · 145.6KBrowserAct · 163.5KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KDec '25Jan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Starting price
$49per month · free tier available
$16per month · free tier available
$19per month · free tier available
Free tier
Free trial
–
–
API access
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Plans
Starter FreeGrowth $49/moScale $299/moEnterprise Custom
Free FreeBasic $16/moEssential $70/moAdvanced $120/mo
Plan $19.0 $19/moPlan $99.0 $99/moPlan $299.0 $299/moPlan $499.0 $499/mo+1 more
Capabilities input → output
Input
Data
TextWeb pages
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Output
Data
Data
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Skill level
Advanced
Intermediate
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Web Scraping
Development & CodeResearch & AnalyticsAI APIAI Research Tool+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
6
7
Web scraping
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Website crawling
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API cost reduction
–
–
Cost management
–
–
LLM gateway
–
–
Model routing
–
–
Webscraping
–
–
APIs
–
–
Developer tools
–
–
LLM management
–
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No-code
–
–
Agents
–
–
Price search
–
–
Research
–
–
Text extraction
–
–
Website to JSON
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–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
0
0
0
Verified listing
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–
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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.