Firecrawl vs Context.dev vs CometAPI vs Olostep

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

Your tool
Firecrawl
vs
Competitor 1
Context.dev
Competitor 2
CometAPI
Competitor 3
Olostep
Compare
4 tools · best value per row highlighted
Your tool Firecrawl
firecrawl.dev
Firecrawl is a web data API that gives AI agents and applications clean content from the live web.
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Competitor Context.dev
context.dev
Brand.dev is a web scraping API for AI agents and LLM products.
Make main Remove
Competitor CometAPI
cometapi.com
CometAPI functions as an aggregation layer that sits between your application and hundreds of AI model providers
Make main Remove
Competitor Olostep
olostep.com
Olostep is a web data API for AI agents and developers.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
—
302.3Kvisits/mo
27.5Kvisits/mo
MoM change
—
▲ 26.4%
▲ 9.9%
▲ 13.3%
6-month growth
—
-68.4%
-16.5%
+269.4%
Global rank web
—
#3,017,624
#157,147
#1,046,647
Avg. last 3 months
—
4.7K
295.7K
21.6K
Bounce rate lower is better
—
0%
46%
42%
Pages / visit
—
—
2.9
2.0
Visit duration
—
—
38s
56s
Traffic sources
—
—
● Direct 69% · ● Referral 30%
● Referral 51% · ● Direct 49%
FirecrawlContext.devCometAPIOlostep
0208.6K417.2K625.8K834.4KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KCometAPI · 834.4KCometAPI · 619.7KCometAPI · 437.2KCometAPI · 362.2KCometAPI · 355.5KCometAPI · 362.7KCometAPI · 309.5KCometAPI · 275.2KCometAPI · 302.3KOlostep · 8.8KOlostep · 7.7KOlostep · 7.4KOlostep · 11.2KOlostep · 15.6KOlostep · 13.2KOlostep · 24.3KOlostep · 27.5K1K10K100K1MContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KCometAPI · 834.4KCometAPI · 619.7KCometAPI · 437.2KCometAPI · 362.2KCometAPI · 355.5KCometAPI · 362.7KCometAPI · 309.5KCometAPI · 275.2KCometAPI · 302.3KOlostep · 8.8KOlostep · 7.7KOlostep · 7.4KOlostep · 11.2KOlostep · 15.6KOlostep · 13.2KOlostep · 24.3KOlostep · 27.5KDec '25Jan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$16per month · free tier available
$19per month · free tier available
$4per month · free tier available
$9per month · free tier available
Free tier
Free trial
–
–
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API access
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Plans
Free FreeHobby $16/moStandard $83/moGrowth $333/mo+2 more
Plan $19.0 $19/moPlan $99.0 $99/moPlan $299.0 $299/moPlan $499.0 $499/mo+1 more
Free Trial FreePay-as-you-go Custom/usage-basedEnterprise Custom/mo
Free FreeStarter $9/moStandard $99/moScale $399/mo+4 more
Capabilities input → output
Input
TextWeb pages
—
ImagesText
TextWeb pages
Output
DataText
—
ImagesTextVideo
DataText
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Web Scraping
Development & CodeResearch & AnalyticsAI APIAI Research Tool+1 more
Development & CodeAI API
Development & CodeAI Developer ToolsAI Web Scraping
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
9
7
6
10
APIs
Web scraping
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Website crawling
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Developer tools
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Webscraping
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Web search
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Website to JSON
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Agents
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LLM gateway
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–
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API integrations
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–
–
Events monitoring
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–
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Markdown conversion
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–
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Website interaction
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–
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Website monitoring
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Image generation
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Monitoring
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Research
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Text extraction
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Video generation
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–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 1
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.