Shotstack vs Developer Toolkit vs Unitlab Annotate vs Together AI

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

Your tool
Shotstack
vs
Competitor 1
Developer Toolkit
Competitor 2
Unitlab Annotate
Competitor 3
Together AI
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 Developer Toolkit
developertoolkit.ai
Some features sit in COMING SOON—printable cheat-sheets and team analytics aren't ready yet
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Competitor Unitlab Annotate
unitlab.ai
Make main Remove
Competitor Together AI
together.ai
Open-source models without infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
9.7Kvisits/mo
7.2Kvisits/mo
785.1Kvisits/mo
MoM change
—
▲ 46.3%
▲ 76.6%
▼ 6.4%
6-month growth
—
+253.1%
+37.1%
+1.9%
Global rank web
—
#2,468,968
#2,769,635
#60,843
Avg. last 3 months
—
6.8K
5.1K
794.7K
Bounce rate lower is better
—
39%
62%
42%
Pages / visit
—
1.4
1.1
3.2
Visit duration
—
1s
1m 41s
1m 57s
Traffic sources
—
—
—
● Direct 77% · ● Referral 21%
ShotstackDeveloper ToolkitUnitlab AnnotateTogether AI
0209.6K419.2K628.8K838.4KDeveloper Toolkit · 3.1KDeveloper Toolkit · 3.2KDeveloper Toolkit · 913Developer Toolkit · 2.7KDeveloper Toolkit · 4KDeveloper Toolkit · 3.9KDeveloper Toolkit · 4KDeveloper Toolkit · 6.6KDeveloper Toolkit · 9.7KUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2KTogether AI · 566.8KTogether AI · 552.7KTogether AI · 645.8KTogether AI · 637.7KTogether AI · 770.2KTogether AI · 792.8KTogether AI · 756.1KTogether AI · 760.5KTogether AI · 838.4KTogether AI · 785.1K1001K10K100K1MDeveloper Toolkit · 3.1KDeveloper Toolkit · 3.2KDeveloper Toolkit · 913Developer Toolkit · 2.7KDeveloper Toolkit · 4KDeveloper Toolkit · 3.9KDeveloper Toolkit · 4KDeveloper Toolkit · 6.6KDeveloper Toolkit · 9.7KUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2KTogether AI · 566.8KTogether AI · 552.7KTogether AI · 645.8KTogether AI · 637.7KTogether AI · 770.2KTogether AI · 792.8KTogether AI · 756.1KTogether AI · 760.5KTogether AI · 838.4KTogether AI · 785.1KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Paid
Starting price
$39per month
$19.99per month
$89per month · free tier available
$1.99per 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
Solo Developer $19.99/moTeam $199.99/moEnterprise Custom
Free FreeActive $99/moPro $195/mo
Serverless Inference $0.30/usage-basedDedicated Inference GPU $3.99/usage-basedGPU Clusters $1.99/usage-basedFine-Tuning $0.34/usage-based
Capabilities input → output
Input
VideoImagesCode
Text
VideoTextImagesDocumentsAudio
CodeImagesTextAudio
Output
Video
Text
Data
AudioCodeImagesTextVideo
Skill level
Advanced
Beginner-friendly
Advanced
Advanced
Categories
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
3
7
8
APIs
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Developer tools
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Data labeling
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–
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Development guide
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–
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Image annotation
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Inference
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Tutorials
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Video editing
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Development guidance
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Fine-Tuning
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GPU infrastructure
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Image segmentation
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Models
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Object identification
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Personalized videos
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Video generation
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Data quality control
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Development
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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.