Blackbox AI vs CodeRabbit vs Visual Studio Code vs Fireworks AI

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

Your tool
Blackbox AI
vs
Competitor 1
CodeRabbit
Competitor 2
Visual Studio Code
Competitor 3
Fireworks AI
Compare
4 tools · best value per row highlighted
Your tool Blackbox AI
blackbox.ai
Blackbox AI is an inference platform built around privacy and speed.
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Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Competitor Visual Studio Code
code.visualstudio.com
Visual Studio Code is a free, open source code editor that runs on Windows, macOS and Linux and now includes built-in AI agents.
Make main Remove
Competitor Fireworks AI
fireworks.ai
Production AI infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1.5Mvisits/mo
1Mvisits/mo
—
713.6Kvisits/mo
MoM change
▼ 7.7%
▼ 22.7%
—
▼ 21.1%
6-month growth
-73.6%
+50.4%
—
+62.9%
Global rank web
#24,905
#38,145
—
#55,462
Avg. last 3 months
1.8M
1.2M
—
743.7K
Bounce rate lower is better
41%
49%
—
43%
Pages / visit
6.0
3.5
—
3.6
Visit duration
1m 59s
1m 55s
—
2m 40s
Traffic sources
● Direct 92% · ● Referral 6%
● Direct 73% · ● Referral 24%
—
● Direct 91% · ● Referral 6%
Blackbox AICodeRabbitVisual Studio CodeFireworks AI
02.3M4.7M7M9.3MBlackbox AI · 9.3MBlackbox AI · 6.9MBlackbox AI · 5.2MBlackbox AI · 5.5MBlackbox AI · 5.6MBlackbox AI · 5.1MBlackbox AI · 3.9MBlackbox AI · 2.4MBlackbox AI · 1.6MBlackbox AI · 1.5MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MFireworks AI · 224.6KFireworks AI · 250KFireworks AI · 355.9KFireworks AI · 323.2KFireworks AI · 438.1KFireworks AI · 720.8KFireworks AI · 610.7KFireworks AI · 613.3KFireworks AI · 904KFireworks AI · 713.6K100K1M10MBlackbox AI · 9.3MBlackbox AI · 6.9MBlackbox AI · 5.2MBlackbox AI · 5.5MBlackbox AI · 5.6MBlackbox AI · 5.1MBlackbox AI · 3.9MBlackbox AI · 2.4MBlackbox AI · 1.6MBlackbox AI · 1.5MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MFireworks AI · 224.6KFireworks AI · 250KFireworks AI · 355.9KFireworks AI · 323.2KFireworks AI · 438.1KFireworks AI · 720.8KFireworks AI · 610.7KFireworks AI · 613.3KFireworks AI · 904KFireworks AI · 713.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Free
Freemium
Starting price
Free tier
$24per month
Free
Free tier
Free tier
–
Free trial
–
–
–
API access
–
–
Plans
—
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
—
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Capabilities input → output
Input
CodeText
Code
CodeText
CodeImagesText
Output
CodeText
CodeText
Code
CodeText
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI APIAI Coding Assistant
Development & CodeAI Code Review
Development & CodeAI Coding Assistant
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
8
6
7
Development
–
APIs
–
–
Coding
–
–
Developer tools
–
–
Code reviews
–
–
–
Coding in VS Code
–
–
–
Fine-Tuning
–
–
–
GitHub pull requests
–
–
–
Inference
–
–
–
Vs code
–
–
–
Agents
–
–
–
Code analysis
–
–
–
Code documentation
–
–
–
Code quality
–
–
–
Code security analysis
–
–
–
Code testing
–
–
–
Models
–
–
–
Debugging
–
–
–
LLM development
–
–
–
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
–
–
–
–

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.