Shotstack vs Unitlab Annotate vs Replicate vs Hal

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

Your tool
Shotstack
vs
Competitor 1
Unitlab Annotate
Competitor 2
Replicate
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 Unitlab Annotate
unitlab.ai
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Competitor Replicate
replicate.com
Run open-source AI without managing servers
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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
—
7.2Kvisits/mo
1Mvisits/mo
3.4Kvisits/mo
MoM change
—
▲ 76.6%
▼ 3.1%
▼ 10.9%
6-month growth
—
+37.1%
-30.2%
+60.6%
Global rank web
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#2,769,635
#39,584
#6,156,551
Avg. last 3 months
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5.1K
1.1M
3.9K
Bounce rate lower is better
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62%
35%
39%
Pages / visit
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1.1
5.6
1.1
Visit duration
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1m 41s
5m 09s
—
Traffic sources
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—
● Direct 92% · ● Referral 6%
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ShotstackUnitlab AnnotateReplicateHal
0415.2K830.4K1.2M1.7MUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4K1001K10K100K1M10MUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MHal · 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
$89per month · free tier available
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$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 FreeActive $99/moPro $195/mo
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Startups $2,000/mo
Capabilities input → output
Input
VideoImagesCode
AudioVideoTextImagesDocuments
ImagesText
CodeText
Output
Video
Data
VideoTextImagesAudio
Apps
Skill level
Advanced
Advanced
Advanced
Intermediate
Categories
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
4
6
9
0
APIs
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Developer tools
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Video generation
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Image annotation
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Video editing
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API integrations
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Image segmentation
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Inference
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Models
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Object identification
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Data quality control
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Development
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Image generation
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LLM development
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OCR
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Video analysis
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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.