Chroma vs Shotstack vs Muapi

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

Your tool
Chroma
vs
Competitor 1
Shotstack
Competitor 2
Muapi
Competitor 3
Suggested competitors for Chroma: Qdrant89% InfinityFlow87% Weaviate87% Semantic Kernel85% Haystack85% Alma by Olivares AI85% Vana84% Hal84%
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3 tools · best value per row highlighted
Your tool Chroma
trychroma.com
Chroma is open-source search infrastructure for AI, released under Apache 2.0.
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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
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318.3Kvisits/mo
MoM change
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6-month growth
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Global rank web
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Avg. last 3 months
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318.3K
Bounce rate lower is better
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Pages / visit
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Visit duration
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Traffic sources
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Pricing
Model
Freemium
Freemium
Paid
Starting price
$250per month · free tier available
$39per month
$10per month
Free tier
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Free trial
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API access
Plans
Starter FreeTeam $250/moEnterprise 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
DataText
CodeImagesVideo
ImagesText
Output
Data
Video
AudioImagesVideo
Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Development & CodeAI API
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
3
4
6
Developer tools
APIs
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Video generation
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Vector indexes
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Video editing
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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
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.