Hal vs Lambda vs Shotstack vs Muapi

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

Your tool
Hal
vs
Competitor 1
Lambda
Competitor 2
Shotstack
Competitor 3
Muapi
Compare
4 tools · best value per row highlighted
Your tool 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 Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
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Competitor Shotstack
shotstack.io
Shotstack is a cloud video editing API that turns data and templates into rendered videos.
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Competitor Muapi
muapi.ai
MuAPI consolidates access to over 500 AI models for image, video, and audio generation through a single API endpoint, eliminating the need to manage separate integrations with dozens of providers
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Traffic estimated monthly website traffic
Monthly visits
3.4Kvisits/mo
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318.3Kvisits/mo
MoM change
▼ 10.9%
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6-month growth
+60.6%
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Global rank web
#6,156,551
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Avg. last 3 months
3.9K
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318.3K
Bounce rate lower is better
39%
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Pages / visit
1.1
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Visit duration
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Traffic sources
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HalLambdaShotstackMuapi
079.6K159.2K238.7K318.3KHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4KMuapi · 318.3K1001K10K100K1MHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4KMuapi · 318.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Freemium
Paid
Starting price
$2,000per month
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$39per month
$10per month
Free tier
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Free trial
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API access
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Plans
Startups $2,000/mo
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Pay as you go $10Starter $39/moPro $99/moScale $199/mo+1 more
Suno - Create Music $0.09Qwen Image $0.03LTX-2 Video $0.30
Capabilities input → output
Input
CodeText
CodeData
CodeImagesVideo
ImagesText
Output
Apps
Apps
Video
AudioImagesVideo
Skill level
Intermediate
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Development & CodeAI API
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
4
2
4
6
APIs
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Developer tools
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Video generation
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Chatbot building
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Chatbots
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GPU infrastructure
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Video editing
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Document chat
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Image generation
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3D models
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LLM development
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Music creation
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
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Saves
0
0
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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.