CometAPI vs Hal vs Parallel Web Systems vs Context.dev

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

Your tool
CometAPI
vs
Competitor 1
Hal
Competitor 2
Parallel Web Systems
Competitor 3
Context.dev
Compare
4 tools · best value per row highlighted
Your tool CometAPI
cometapi.com
CometAPI functions as an aggregation layer that sits between your application and hundreds of AI model providers
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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 Parallel Web Systems
parallel.ai
Parallel Web Systems builds web infrastructure for AI agents.
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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
302.3Kvisits/mo
3.4Kvisits/mo
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—
MoM change
▲ 9.9%
▼ 10.9%
—
▲ 26.4%
6-month growth
-16.5%
+60.6%
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-68.4%
Global rank web
#157,147
#6,156,551
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#3,017,624
Avg. last 3 months
295.7K
3.9K
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4.7K
Bounce rate lower is better
46%
39%
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0%
Pages / visit
2.9
1.1
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Visit duration
38s
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Traffic sources
● Direct 69% · ● Referral 30%
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CometAPIHalParallel Web SystemsContext.dev
0208.6K417.2K625.8K834.4KCometAPI · 834.4KCometAPI · 619.7KCometAPI · 437.2KCometAPI · 362.2KCometAPI · 355.5KCometAPI · 362.7KCometAPI · 309.5KCometAPI · 275.2KCometAPI · 302.3KHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8K1001K10K100K1MCometAPI · 834.4KCometAPI · 619.7KCometAPI · 437.2KCometAPI · 362.2KCometAPI · 355.5KCometAPI · 362.7KCometAPI · 309.5KCometAPI · 275.2KCometAPI · 302.3KHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Free
Freemium
Starting price
$4per month · free tier available
$2,000per month
Free
$19per month · free tier available
Free tier
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Free trial
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API access
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Plans
Free Trial FreePay-as-you-go Custom/usage-basedEnterprise Custom/mo
Startups $2,000/mo
Pay as you go CustomResponses/Monitor/Find All APIs Custom
Plan $19.0 $19/moPlan $99.0 $99/moPlan $299.0 $299/moPlan $499.0 $499/mo+1 more
Capabilities input → output
Input
ImagesText
CodeText
DataTextWeb pages
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Output
ImagesTextVideo
Apps
DataText
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Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI API
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeResearch & AnalyticsAI Developer Tools+3 more
Development & CodeResearch & AnalyticsAI APIAI Research Tool+1 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
4
9
7
APIs
Developer tools
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Web scraping
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Website crawling
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Agents
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Research
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Chatbot building
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Chatbots
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LLM gateway
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Web search
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API integrations
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Data extraction
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Document chat
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Monitoring
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Image generation
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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
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
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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.