Firecrawl vs Defapi vs Context.dev vs Olostep

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

Your tool
Firecrawl
vs
Competitor 1
DDefapi
Competitor 2
Context.dev
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 DDefapi
defapi.org
You know how managing multiple AI provider integrations usually means maintaining separate codebases for each vendor
Make main Remove
Competitor Context.dev
context.dev
Brand.dev is a web scraping API for AI agents and LLM products.
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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
—
2.4Kvisits/mo
—
27.5Kvisits/mo
MoM change
—
▼ 42.6%
▲ 26.4%
▲ 13.3%
6-month growth
—
-86.2%
-68.4%
+269.4%
Global rank web
—
#4,650,820
#3,017,624
#1,046,647
Avg. last 3 months
—
4.8K
4.7K
21.6K
Bounce rate lower is better
—
36%
0%
42%
Pages / visit
—
1.4
—
2.0
Visit duration
—
7s
—
56s
Traffic sources
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—
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● Referral 51% · ● Direct 49%
FirecrawlDefapiContext.devOlostep
06.9K13.8K20.6K27.5KDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KOlostep · 8.8KOlostep · 7.7KOlostep · 7.4KOlostep · 11.2KOlostep · 15.6KOlostep · 13.2KOlostep · 24.3KOlostep · 27.5K1K10K100KDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KOlostep · 8.8KOlostep · 7.7KOlostep · 7.4KOlostep · 11.2KOlostep · 15.6KOlostep · 13.2KOlostep · 24.3KOlostep · 27.5KDec '25Jan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Freemium
Freemium
Starting price
$16per month · free tier available
—
$19per month · free tier available
$9per month · free tier available
Free tier
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Free trial
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–
–
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API access
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Plans
Free FreeHobby $16/moStandard $83/moGrowth $333/mo+2 more
Gemini 3.1 Pro Preview $1/$6/per requestClaude Sonnet 4.6 $1.5/$7.5/per requestClaude Opus 4.6 $2.5/$12.5/per requestSora 2 Stable $0.175+/per request+2 more
Plan $19.0 $19/moPlan $99.0 $99/moPlan $299.0 $299/moPlan $499.0 $499/mo+1 more
Free FreeStarter $9/moStandard $99/moScale $399/mo+4 more
Capabilities input → output
Input
TextWeb pages
AudioImagesText
—
TextWeb pages
Output
DataText
AudioImagesText
—
DataText
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Web Scraping
Development & CodeAI API
Development & CodeResearch & AnalyticsAI APIAI Research Tool+1 more
Development & CodeAI Developer ToolsAI Web Scraping
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
4
5
9
Web scraping
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Website crawling
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APIs
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Webscraping
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Website monitoring
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Website to JSON
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API integrations
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–
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API management
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–
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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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API security
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–
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Developer tools
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Monitoring
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Research
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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.