Firecrawl vs Replicate 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
Replicate
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.
Remove
Competitor Replicate
replicate.com
Run open-source AI without managing servers
Make main Remove
Competitor Context.dev
context.dev
Brand.dev is a web scraping API for AI agents and LLM products.
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
—
1Mvisits/mo
—
27.5Kvisits/mo
MoM change
—
▼ 3.1%
▲ 26.4%
▲ 13.3%
6-month growth
—
-30.2%
-68.4%
+269.4%
Global rank web
—
#39,584
#3,017,624
#1,046,647
Avg. last 3 months
—
1.1M
4.7K
21.6K
Bounce rate lower is better
—
35%
0%
42%
Pages / visit
—
5.6
—
2.0
Visit duration
—
5m 09s
—
56s
Traffic sources
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● Direct 92% · ● Referral 6%
—
● Referral 51% · ● Direct 49%
FirecrawlReplicateContext.devOlostep
0415.2K830.4K1.2M1.7MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MContext.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 · 27.5K1K10K100K1M10MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MContext.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 · 27.5KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$16per month · free tier available
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$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
Public Models Custom/usage-basedPrivate Models Custom/usage-based
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
ImagesText
—
TextWeb pages
Output
DataText
AudioImagesTextVideo
—
DataText
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Web Scraping
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeResearch & AnalyticsAI APIAI Research Tool+1 more
Development & CodeAI Developer ToolsAI Web Scraping
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
9
9
7
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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API integrations
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Events monitoring
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Inference
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Markdown conversion
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Models
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Website interaction
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Website monitoring
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Development
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Image generation
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LLM development
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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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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.