Qdrant vs Shotstack vs Remotion vs Chroma

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

Your tool
Qdrant
vs
Competitor 1
Shotstack
Competitor 2
Remotion
Competitor 3
Chroma
Compare
4 tools · best value per row highlighted
Your tool Qdrant
qdrant.tech
Vectors at scale
Remove
Competitor Shotstack
shotstack.io
Shotstack is a cloud video editing API that turns data and templates into rendered videos.
Make main Remove
Competitor Remotion
remotion.dev
Developers wanting to generate videos programmatically now have a React-based solution that treats video creation like building a web application
Make main Remove
Competitor Chroma
trychroma.com
Chroma is open-source search infrastructure for AI, released under Apache 2.0.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
310.5Kvisits/mo
—
833.6Kvisits/mo
—
MoM change
▲ 0.3%
—
▲ 0.9%
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6-month growth
-6.1%
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+4.7%
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Global rank web
#175,101
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#68,912
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Avg. last 3 months
306.8K
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861.6K
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Bounce rate lower is better
50%
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51%
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Pages / visit
1.8
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2.4
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Visit duration
1m 13s
—
1m 18s
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Traffic sources
● Direct 75% · ● Referral 24%
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● Direct 69% · ● Referral 30%
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QdrantShotstackRemotionChroma
0241.5K482.9K724.4K965.8KQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KRemotion · 124.9KRemotion · 591.4KRemotion · 796.5KRemotion · 846.5KRemotion · 965.8KRemotion · 925.4KRemotion · 825.8KRemotion · 833.6K100K1MQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KRemotion · 124.9KRemotion · 591.4KRemotion · 796.5KRemotion · 846.5KRemotion · 965.8KRemotion · 925.4KRemotion · 825.8KRemotion · 833.6KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
Free tier
$39per month
$25per month · free tier available
$250per month · free tier available
Free tier
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Free trial
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API access
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Plans
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Pay as you go $10Starter $39/moPro $99/moScale $199/mo+1 more
Free License FreeRemotion for Creators $25/moRemotion for Automators $100/moEnterprise License $500/mo
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
Data
CodeImagesVideo
CodeDataText
DataText
Output
Data
Video
Video
Data
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
4
8
3
Developer tools
Vector indexes
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Video generation
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APIs
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Programmatic videos
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React components
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Vector databases
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Video editing
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Database search
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Databases
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React
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React coding
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Coding
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Database management
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Development
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Frontend development
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LLM development
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
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.