Cloudir | LLM Ops vs Remotion vs Cloudgeni vs Shotstack

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

Your tool
Cloudir | LLM Ops
vs
Competitor 1
Remotion
Competitor 2
Cloudgeni
Competitor 3
Shotstack
Compare
4 tools · best value per row highlighted
Your tool Cloudir | LLM Ops
cloudidr.com
Cloudir LLM Ops tracks and controls costs for AI agent deployments by monitoring API spending in real time and automatically routing requests to cheaper models when possible
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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
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Competitor Cloudgeni
cloudgeni.ai
Cloudgeni is an agentic AIOps service for cloud infrastructure.
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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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Traffic estimated monthly website traffic
Monthly visits
9.1Kvisits/mo
833.6Kvisits/mo
933visits/mo
—
MoM change
▼ 21.0%
▲ 0.9%
▼ 23.2%
—
6-month growth
+12.7%
+4.7%
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Global rank web
#2,357,399
#68,912
#13,519,090
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Avg. last 3 months
14.6K
861.6K
843
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Bounce rate lower is better
38%
51%
33%
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Pages / visit
2.0
2.4
1.7
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Visit duration
12s
1m 18s
27s
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Traffic sources
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● Direct 69% · ● Referral 30%
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Cloudir | LLM OpsRemotionCloudgeniShotstack
0241.5K482.9K724.4K965.8KCloudir | LLM Ops · 12Cloudir | LLM Ops · 6.3KCloudir | LLM Ops · 8.1KCloudir | LLM Ops · 9.7KCloudir | LLM Ops · 15.6KCloudir | LLM Ops · 23.1KCloudir | LLM Ops · 11.5KCloudir | LLM Ops · 9.1KRemotion · 124.9KRemotion · 591.4KRemotion · 796.5KRemotion · 846.5KRemotion · 965.8KRemotion · 925.4KRemotion · 825.8KRemotion · 833.6KCloudgeni · 1KCloudgeni · 1.3KCloudgeni · 381Cloudgeni · 1.2KCloudgeni · 933101001K10K100K1MCloudir | LLM Ops · 12Cloudir | LLM Ops · 6.3KCloudir | LLM Ops · 8.1KCloudir | LLM Ops · 9.7KCloudir | LLM Ops · 15.6KCloudir | LLM Ops · 23.1KCloudir | LLM Ops · 11.5KCloudir | LLM Ops · 9.1KRemotion · 124.9KRemotion · 591.4KRemotion · 796.5KRemotion · 846.5KRemotion · 965.8KRemotion · 925.4KRemotion · 825.8KRemotion · 833.6KCloudgeni · 1KCloudgeni · 1.3KCloudgeni · 381Cloudgeni · 1.2KCloudgeni · 933Nov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Freemium
Paid
Freemium
Starting price
$49per month · free tier available
$25per month · free tier available
$449per month
$39per month
Free tier
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Free trial
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API access
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Plans
Starter FreeGrowth $49/moScale $299/moEnterprise Custom
Free License FreeRemotion for Creators $25/moRemotion for Automators $100/moEnterprise License $500/mo
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Pay as you go $10Starter $39/moPro $99/moScale $199/mo+1 more
Capabilities input → output
Input
Data
CodeDataText
CodeDataText
CodeImagesVideo
Output
Data
Video
Code
Video
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
8
1
4
Video generation
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Developer tools
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API cost reduction
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APIs
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Cost management
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LLM gateway
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Model routing
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Programmatic videos
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–
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React components
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Video editing
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–
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LLM management
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React
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React coding
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Coding
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Frontend development
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Infrastructure monitoring
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 0
▲ 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.