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

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

Your tool
Mirai
vs
Competitor 1
Hyperbrowser
Competitor 2
Cloudir | LLM Ops
Competitor 3
Context.dev
Compare
4 tools · best value per row highlighted
Your tool 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
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
Competitor Context.dev
context.dev
Brand.dev is a web scraping API for AI agents and LLM products.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
26Kvisits/mo
67.3Kvisits/mo
9.1Kvisits/mo
—
MoM change
▼ 37.4%
▲ 1.2%
▼ 21.0%
▲ 26.4%
6-month growth
+86.5%
+0.7%
+12.7%
-68.4%
Global rank web
#1,099,157
#584,815
#2,357,399
#3,017,624
Avg. last 3 months
33.5K
68.4K
14.6K
4.7K
Bounce rate lower is better
37%
42%
38%
0%
Pages / visit
2.5
1.7
2.0
—
Visit duration
1m 00s
10s
12s
—
Traffic sources
● Direct 78% · ● Referral 22%
● Direct 92% · ● Referral 7%
—
—
MiraiHyperbrowserCloudir | LLM OpsContext.dev
017.9K35.7K53.6K71.4KMirai · 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 · 9.1KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8K101001K10K100KMirai · 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 · 9.1KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KDec '25Jan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
Free tier
$30per month · free tier available
$49per month · free tier available
$19per month · free tier available
Free tier
Free trial
–
–
–
–
API access
–
–
Plans
—
Free FreeStartup $30/moScale $100/moEnterprise Custom
Starter FreeGrowth $49/moScale $299/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
Text
CodeWeb pages
Data
—
Output
Text
Data
Data
—
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer ToolsOpen Source AI Models
Development & CodeAI Developer ToolsAI Web Scraping
Development & CodeAI Developer Tools
Development & CodeResearch & AnalyticsAI APIAI Research Tool+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
9
5
5
Developer tools
–
–
Web scraping
–
–
Website crawling
–
–
API cost reduction
–
–
–
Browser
–
–
–
Cost management
–
–
–
LLM gateway
–
–
–
Model routing
–
–
–
APIs
–
–
–
LLM management
–
–
–
Webscraping
–
–
–
Agents
–
–
–
Captcha solving
–
–
–
LLM development
–
–
–
MCP
–
–
–
Markdown conversion
–
–
–
Mobile development
–
–
–
Model integration
–
–
–
Research
–
–
–
Website monitoring
–
–
–
iOS macOS development
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 1
▲ 1
▲ 0
▲ 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.