Shotstack vs Anyscale vs Cloudir | LLM Ops vs Hal

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

Your tool
Shotstack
vs
Competitor 1
Anyscale
Competitor 2
Cloudir | LLM Ops
Competitor 3
Hal
Compare
4 tools · best value per row highlighted
Your tool Shotstack
shotstack.io
Shotstack is a cloud video editing API that turns data and templates into rendered videos.
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Competitor Anyscale
anyscale.com
Scale AI effortlessly
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Competitor 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 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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Traffic estimated monthly website traffic
Monthly visits
—
79.1Kvisits/mo
9.1Kvisits/mo
3.4Kvisits/mo
MoM change
—
▼ 25.4%
▼ 21.0%
▼ 10.9%
6-month growth
—
-21.0%
+12.7%
+60.6%
Global rank web
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#330,039
#2,357,399
#6,156,551
Avg. last 3 months
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90.4K
14.6K
3.9K
Bounce rate lower is better
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42%
38%
39%
Pages / visit
—
3.3
2.0
1.1
Visit duration
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1m 53s
12s
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Traffic sources
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● Direct 81% · ● Referral 15%
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ShotstackAnyscaleCloudir | LLM OpsHal
026.5K53K79.5K106.1KAnyscale · 98.7KAnyscale · 93.3KAnyscale · 86.3KAnyscale · 89.2KAnyscale · 100.1KAnyscale · 67.9KAnyscale · 72KAnyscale · 86KAnyscale · 106.1KAnyscale · 79.1KCloudir | 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 · 9.1KHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4K101001K10K100K1MAnyscale · 98.7KAnyscale · 93.3KAnyscale · 86.3KAnyscale · 89.2KAnyscale · 100.1KAnyscale · 67.9KAnyscale · 72KAnyscale · 86KAnyscale · 106.1KAnyscale · 79.1KCloudir | 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 · 9.1KHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$39per month
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$49per month · free tier available
$2,000per month
Free tier
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Free trial
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API access
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Plans
Pay as you go $10Starter $39/moPro $99/moScale $199/mo+1 more
Free Trial FreePay-as-you-go Custom/moCommitted Custom/mo
Starter FreeGrowth $49/moScale $299/moEnterprise Custom
Startups $2,000/mo
Capabilities input → output
Input
CodeImagesVideo
CodeData
Data
CodeText
Output
Video
Data
Data
Apps
Skill level
Advanced
Advanced
Advanced
Intermediate
Categories
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
5
5
4
APIs
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API cost reduction
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Chatbot building
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Chatbots
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Cost management
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GPU infrastructure
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LLM gateway
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Model routing
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Model training
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Video editing
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Cloud computing
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Developer tools
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Document chat
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LLM management
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Personalized videos
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Video generation
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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
▲ 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.