Shotstack vs Replit 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
Replit
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.
Remove
Competitor Replit
replit.com
Code, run, and deploy from your browser
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
—
11.9Mvisits/mo
1Mvisits/mo
785.1Kvisits/mo
MoM change
—
▼ 9.4%
▼ 22.7%
▼ 6.4%
6-month growth
—
-7.3%
+50.4%
+1.9%
Global rank web
—
#3,961
#38,145
#60,843
Avg. last 3 months
—
12.6M
1.2M
794.7K
Bounce rate lower is better
—
41%
49%
42%
Pages / visit
—
5.2
3.5
3.2
Visit duration
—
6m 40s
1m 55s
1m 57s
Traffic sources
—
● Direct 89% · ● Referral 8%
● Direct 73% · ● Referral 24%
● Direct 77% · ● Referral 21%
ShotstackReplitCodeRabbitTogether AI
03.4M6.8M10.2M13.6MReplit · 9.5MReplit · 10.7MReplit · 11.9MReplit · 11.6MReplit · 12.8MReplit · 12.2MReplit · 13.6MReplit · 12.9MReplit · 13.1MReplit · 11.9MCodeRabbit · 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 · 785.1K100K1M10M100MReplit · 9.5MReplit · 10.7MReplit · 11.9MReplit · 11.6MReplit · 12.8MReplit · 12.2MReplit · 13.6MReplit · 12.9MReplit · 13.1MReplit · 11.9MCodeRabbit · 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
$20per month
$24per month
$1.99per month
Free tier
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–
–
–
Free trial
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API access
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–
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Plans
Pay as you go $10Starter $39/moPro $99/moScale $199/mo+1 more
Core $20/moPro $100/moEnterprise Custom
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
VideoImagesCode
Text
Code
AudioCodeImagesText
Output
Video
CodeApps
CodeText
AudioCodeImagesTextVideo
Skill level
Advanced
Intermediate
Intermediate
Advanced
Categories
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Development & CodeAI App BuilderAI Coding AssistantAI Website Builder
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
5
8
8
Development
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APIs
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–
Developer tools
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–
Code reviews
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–
–
Coding
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–
–
GitHub pull requests
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–
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Inference
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–
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Video editing
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–
–
Code analysis
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–
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Code documentation
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–
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Code quality
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–
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Code security analysis
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–
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Code testing
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–
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Debugging
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–
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Fine-Tuning
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–
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GPU infrastructure
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–
–
Models
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–
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Personalized videos
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–
–
Video generation
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–
–
Website building
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–
–
Backend development
–
–
–
LLM development
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 2
▲ 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.