Fireworks AI vs CodeRabbit vs Groq

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

Your tool
Fireworks AI
vs
Competitor 1
CodeRabbit
Competitor 2
Groq
Competitor 3
Suggested competitors for Fireworks AI: Together AI94% DeepInfra90% Nebius Token Factory88% SiliconFlow86% Baseten86% Replicate80% SambaNova Cloud80% Cerebras Inference80%
Compare
3 tools · best value per row highlighted
Your tool Fireworks AI
fireworks.ai
Production AI infrastructure
Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Competitor Groq
groq.com
AI inference at unprecedented speed
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
713.6Kvisits/mo
1Mvisits/mo
4.2Mvisits/mo
MoM change
▼ 21.1%
▼ 22.7%
▼ 12.2%
6-month growth
+62.9%
+50.4%
+19.4%
Global rank web
#55,462
#38,145
#9,344
Avg. last 3 months
743.7K
1.2M
4.1M
Bounce rate lower is better
43%
49%
32%
Pages / visit
3.6
3.5
6.1
Visit duration
2m 40s
1m 55s
3m 48s
Traffic sources
● Direct 91% · ● Referral 6%
● Direct 73% · ● Referral 24%
● Direct 78% · ● Referral 20%
Fireworks AICodeRabbitGroq
01.2M2.4M3.6M4.8MFireworks 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 · 713.6KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MGroq · 1.4MGroq · 1.9MGroq · 2.1MGroq · 2.5MGroq · 3.5MGroq · 3.7MGroq · 3.6MGroq · 3.4MGroq · 4.8MGroq · 4.2M100K1M10MFireworks 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 · 713.6KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MGroq · 1.4MGroq · 1.9MGroq · 2.1MGroq · 2.5MGroq · 3.5MGroq · 3.7MGroq · 3.6MGroq · 3.4MGroq · 4.8MGroq · 4.2MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Paid
Starting price
Free tier
$24per month
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Free tier
–
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Free trial
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API access
–
–
Plans
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
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Capabilities input → output
Input
CodeImagesText
Code
AudioText
Output
CodeText
CodeText
AudioText
Skill level
Advanced
Intermediate
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Code Review
Development & CodeAI API
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
8
3
Development
APIs
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Code reviews
–
–
Fine-Tuning
–
–
GitHub pull requests
–
–
Inference
–
–
Code analysis
–
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Code documentation
–
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Code quality
–
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Code security analysis
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Code testing
–
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Developer tools
–
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Large language models
–
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Models
–
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LLM development
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
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.