Lambda vs Haystack vs Vizard vs Modal

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

Your tool
Lambda
vs
Competitor 1
Haystack
Competitor 2
Vizard
Competitor 3
Modal
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 Haystack
haystack.deepset.ai
Haystack is an open-source AI orchestration framework from deepset for building production-grade LLM applications and agents.
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Competitor Vizard
vizard.ai
Vizard is an AI video tool that turns long-form recordings into short clips ready for TikTok, Instagram, YouTube Shorts and other channels.
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Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
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972.8Kvisits/mo
MoM change
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▲ 5.7%
6-month growth
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+13.6%
Global rank web
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#43,856
Avg. last 3 months
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960K
Bounce rate lower is better
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37%
Pages / visit
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6.6
Visit duration
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5m 31s
Traffic sources
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● Direct 94% · ● Referral 5%
LambdaHaystackVizardModal
0291.9K583.7K875.6K1.2MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8K100K1M10MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
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Free
Freemium
Starting price
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Free
$250per 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
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Free Free
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
CodeData
CodeDocuments
Web pagesVideo
Code
Output
Apps
Apps
Video
Apps
Skill level
Advanced
Advanced
Beginner-friendly
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Video EditingWriting & ContentAI Subtitle GeneratorAI Video Editor+1 more
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
7
15
6
Developer tools
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GPU infrastructure
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Agents
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Agent creation
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LLM development
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RAG
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Short videos
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Video shortening
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Inference
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Video curating
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Video editing
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Video repurposing
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Video verticalization
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APIs
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Agent memory
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Development
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Model training
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Multilingual subtitle creation
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Performance optimization
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Self hosted
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Subtitle translation
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Team collaboration
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TikTok videos
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Transcription
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Video generation
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Video subtitles
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YouTube shorts
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Community on aitoolstime
Rating
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Upvotes
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Saves
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Reviews
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Prompts
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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.