Parallel Web Systems vs Lambda vs Context.dev vs Olostep

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

Your tool
Parallel Web Systems
vs
Competitor 1
Lambda
Competitor 2
Context.dev
Competitor 3
Olostep
Compare
4 tools · best value per row highlighted
Your tool Parallel Web Systems
parallel.ai
Parallel Web Systems builds web infrastructure for AI agents.
Remove
Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
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
—
—
—
27.5Kvisits/mo
MoM change
—
—
▲ 26.4%
▲ 13.3%
6-month growth
—
—
-68.4%
+269.4%
Global rank web
—
—
#3,017,624
#1,046,647
Avg. last 3 months
—
—
4.7K
21.6K
Bounce rate lower is better
—
—
0%
42%
Pages / visit
—
—
—
2.0
Visit duration
—
—
—
56s
Traffic sources
—
—
—
● Referral 51% · ● Direct 49%
Parallel Web SystemsLambdaContext.devOlostep
06.9K13.8K20.6K27.5KContext.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 · 27.5K1K10K100KContext.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 '26FebMarAprMayJunJul
Pricing
Model
Free
Paid
Freemium
Freemium
Starting price
Free
—
$19per month · free tier available
$9per month · free tier available
Free tier
–
Free trial
–
–
–
–
API access
–
–
Plans
Pay as you go CustomResponses/Monitor/Find All APIs Custom
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
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
DataTextWeb pages
CodeData
—
TextWeb pages
Output
DataText
Apps
—
DataText
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeResearch & AnalyticsAI Developer Tools+3 more
Development & CodeAI Developer Tools
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
9
3
7
10
APIs
–
Web scraping
–
Website crawling
–
Developer tools
–
Web search
–
–
Agents
–
–
Monitoring
–
–
Research
–
–
GPU infrastructure
–
–
–
Webscraping
–
–
–
Data extraction
–
–
–
Events monitoring
–
–
–
Markdown conversion
–
–
–
Website monitoring
–
–
–
Model training
–
–
–
Text extraction
–
–
–
Website to JSON
–
–
–
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
–
–
–
–

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.