Context.dev vs Cloudir | LLM Ops vs Firecrawl

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

Your tool
Context.dev
vs
Competitor 1
Cloudir | LLM Ops
Competitor 2
Firecrawl
Competitor 3
Suggested competitors for Context.dev: Olostep86% Jina Reader83% Exa82% Apify81% SearchCans80% BrowserAct79% Axiom.ai77% Brave Search API76%
Compare
3 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 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 Firecrawl
firecrawl.dev
Firecrawl is a web data API that gives AI agents and applications clean content from the live web.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
9.1Kvisits/mo
—
MoM change
▲ 26.4%
▼ 21.0%
—
6-month growth
-68.4%
+12.7%
—
Global rank web
#3,017,624
#2,357,399
—
Avg. last 3 months
4.7K
14.6K
—
Bounce rate lower is better
0%
38%
—
Pages / visit
—
2.0
—
Visit duration
—
12s
—
Traffic sources
—
—
—
Context.devCloudir | LLM OpsFirecrawl
06.8K13.7K20.5K27.3KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KCloudir | 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 · 8KCloudir | 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
Starting price
$19per month · free tier available
$49per month · free tier available
$16per 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
Starter FreeGrowth $49/moScale $299/moEnterprise Custom
Free FreeHobby $16/moStandard $83/moGrowth $333/mo+2 more
Capabilities input → output
Input
—
Data
TextWeb pages
Output
—
Data
DataText
Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeResearch & AnalyticsAI APIAI Research Tool+1 more
Development & CodeAI Developer Tools
Development & CodeAI Web Scraping
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
5
9
Web scraping
–
Website crawling
–
APIs
–
Developer tools
–
Agents
–
API cost reduction
–
–
Cost management
–
–
LLM gateway
–
–
Model routing
–
–
Webscraping
–
–
LLM management
–
–
Web search
–
–
Website interaction
–
–
Website to JSON
–
–
Research
–
–
Text extraction
–
–
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
–
–
–

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.