Groq vs CodeRabbit vs Kilo Code vs Fireworks AI

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

Your tool
Groq
vs
Competitor 1
CodeRabbit
Competitor 2
Kilo Code
Competitor 3
Fireworks AI
Compare
4 tools · best value per row highlighted
Your tool Groq
groq.com
AI inference at unprecedented speed
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Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Competitor Kilo Code
kilocode.ai
Kilo Code is an open source AI agent Visual Studio (VS) Code extension that focuses on enhancing the efficiency of coding. The tool can generate code, automate tasks, and offer practical suggestions.
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Competitor Fireworks AI
fireworks.ai
Production AI infrastructure
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Traffic estimated monthly website traffic
Monthly visits
4.2Mvisits/mo
1Mvisits/mo
1.9Kvisits/mo
713.6Kvisits/mo
MoM change
▼ 12.2%
▼ 22.7%
▼ 42.3%
▼ 21.1%
6-month growth
+19.4%
+50.4%
-94.4%
+62.9%
Global rank web
#9,344
#38,145
#4,668,091
#55,462
Avg. last 3 months
4.1M
1.2M
10.5K
743.7K
Bounce rate lower is better
32%
49%
34%
43%
Pages / visit
6.1
3.5
2.4
3.6
Visit duration
3m 48s
1m 55s
19s
2m 40s
Traffic sources
● Direct 78% · ● Referral 20%
● Direct 73% · ● Referral 24%
—
● Direct 91% · ● Referral 6%
GroqCodeRabbitKilo CodeFireworks AI
01.2M2.4M3.6M4.8MGroq · 1.4MGroq · 1.9MGroq · 2.1MGroq · 2.5MGroq · 3.5MGroq · 3.7MGroq · 3.6MGroq · 3.4MGroq · 4.8MGroq · 4.2MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MKilo Code · 744.7KKilo Code · 164KKilo Code · 48.6KKilo Code · 16KKilo Code · 33.5KKilo Code · 14.4KKilo Code · 10.5KKilo Code · 26.4KKilo Code · 3.2KKilo Code · 1.9KFireworks 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 · 713.6K1K10K100K1M10MGroq · 1.4MGroq · 1.9MGroq · 2.1MGroq · 2.5MGroq · 3.5MGroq · 3.7MGroq · 3.6MGroq · 3.4MGroq · 4.8MGroq · 4.2MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MKilo Code · 744.7KKilo Code · 164KKilo Code · 48.6KKilo Code · 16KKilo Code · 33.5KKilo Code · 14.4KKilo Code · 10.5KKilo Code · 26.4KKilo Code · 3.2KKilo Code · 1.9KFireworks 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
Paid
Freemium
Freemium
Freemium
Starting price
—
$24per month
$20per month · free tier available
Free tier
Free tier
–
–
Free trial
–
–
API access
–
–
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Plans
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Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
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Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Capabilities input → output
Input
AudioText
Code
CodeText
CodeImagesText
Output
AudioText
CodeText
Code
CodeText
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI API
Development & CodeAI Code Review
Development & CodeAI Coding Assistant
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
3
8
5
7
Development
APIs
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Code analysis
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Code reviews
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Coding
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–
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Fine-Tuning
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–
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GitHub pull requests
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–
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Inference
–
–
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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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Coding in VS Code
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–
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Developer tools
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–
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Large language models
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Models
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–
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LLM development
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–
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Vs code
–
–
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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.