Shotstack vs act101 vs CodeRabbit 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
act101
Competitor 2
CodeRabbit
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 act101
act101.ai
Build bigger, better, faster, for less.
Make main Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Competitor Together AI
together.ai
Open-source models without infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
—
1Mvisits/mo
785.1Kvisits/mo
MoM change
—
—
▼ 22.7%
▼ 6.4%
6-month growth
—
—
+50.4%
+1.9%
Global rank web
—
—
#38,145
#60,843
Avg. last 3 months
—
—
1.2M
794.7K
Bounce rate lower is better
—
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49%
42%
Pages / visit
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3.5
3.2
Visit duration
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1m 55s
1m 57s
Traffic sources
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● Direct 73% · ● Referral 24%
● Direct 77% · ● Referral 21%
Shotstackact101CodeRabbitTogether AI
0331.5K663K994.5K1.3MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MTogether 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 · 785.1K100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MTogether 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
$29per month · free tier available
$24per month
$1.99per month
Free tier
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Free trial
API access
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Plans
Pay as you go $10Starter $39/moPro $99/moScale $199/mo+1 more
Builder Edition FreeEngineering Edition $29/moArchitecture Edition $59/moElite Edition $99/mo
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
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
CodeImagesVideo
Code
Code
CodeTextImagesAudio
Output
Video
Code
TextCode
VideoTextImagesCodeAudio
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Code Review
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
10
8
8
Developer tools
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APIs
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Code analysis
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Code quality
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Code reviews
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Development
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Code conversion
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Code translation
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GitHub pull requests
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Inference
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Refactoring
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Video editing
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Code documentation
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Code security analysis
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Code testing
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Coding
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Fine-Tuning
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GPU infrastructure
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MCP
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Models
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Personalized videos
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Video generation
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Agents
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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
▲ 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.