Lambda vs Hal vs BrowserAct vs Context.dev

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

Your tool
Lambda
vs
Competitor 1
Hal
Competitor 2
BrowserAct
Competitor 3
Context.dev
Compare
4 tools · best value per row highlighted
Your tool Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
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Competitor Hal
hal9.com
Hal9 is a powerful platform for quickly building and deploying fully customizable AI chatbots, powered by your data with complete privacy. In just under 5 minutes, you can create a tailored chatbot t
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Competitor BrowserAct
browseract.com
BrowserAct is a no-code web scraping platform that builds a reusable scraper from one prompt.
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Competitor Context.dev
context.dev
Brand.dev is a web scraping API for AI agents and LLM products.
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Traffic estimated monthly website traffic
Monthly visits
—
3.4Kvisits/mo
163.5Kvisits/mo
—
MoM change
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▼ 10.9%
▲ 12.3%
▲ 26.4%
6-month growth
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+60.6%
-5.0%
-68.4%
Global rank web
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#6,156,551
#275,930
#3,017,624
Avg. last 3 months
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3.9K
147.7K
4.7K
Bounce rate lower is better
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39%
42%
0%
Pages / visit
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1.1
2.5
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Visit duration
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1m 07s
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Traffic sources
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● Direct 76% · ● Referral 23%
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LambdaHalBrowserActContext.dev
043K86.1K129.1K172.1KHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4KBrowserAct · 93.9KBrowserAct · 107.8KBrowserAct · 137.1KBrowserAct · 172.1KBrowserAct · 135.9KBrowserAct · 116.8KBrowserAct · 133.9KBrowserAct · 145.6KBrowserAct · 163.5KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8K1001K10K100K1MHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4KBrowserAct · 93.9KBrowserAct · 107.8KBrowserAct · 137.1KBrowserAct · 172.1KBrowserAct · 135.9KBrowserAct · 116.8KBrowserAct · 133.9KBrowserAct · 145.6KBrowserAct · 163.5KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Freemium
Freemium
Starting price
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$2,000per month
$16per month · free tier available
$19per month · free tier available
Free tier
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Free trial
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API access
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Plans
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Startups $2,000/mo
Free FreeBasic $16/moEssential $70/moAdvanced $120/mo
Plan $19.0 $19/moPlan $99.0 $99/moPlan $299.0 $299/moPlan $499.0 $499/mo+1 more
Capabilities input → output
Input
CodeData
CodeText
TextWeb pages
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Output
Apps
Apps
Data
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Skill level
Advanced
Intermediate
Intermediate
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Web Scraping
Development & CodeResearch & AnalyticsAI APIAI Research Tool+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
4
6
7
Web scraping
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APIs
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Website crawling
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Developer tools
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Chatbot building
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Chatbots
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GPU infrastructure
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Webscraping
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Document chat
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No-code
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Agents
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Model training
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Price search
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Research
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Text extraction
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Website to JSON
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 0
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.