Fireworks AI vs Groq vs Cursor vs Nebius Token Factory

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

Your tool
Fireworks AI
vs
Competitor 1
Groq
Competitor 2
Cursor
Competitor 3
Nebius Token Factory
Compare
4 tools · best value per row highlighted
Your tool Fireworks AI
fireworks.ai
Production AI infrastructure
Remove
Competitor Groq
groq.com
AI inference at unprecedented speed
Make main Remove
Competitor Cursor
cursor.sh
Code editor that actually understands your codebase
Make main Remove
Competitor Nebius Token Factory
nebius.com
Enterprise teams running open-source AI models in production get infrastructure that handles the heavy lifting without MLOps expertise
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
713.6Kvisits/mo
4.2Mvisits/mo
4.5Mvisits/mo
963.1Kvisits/mo
MoM change
▼ 21.1%
▼ 12.2%
▲ 7.8%
▲ 20.8%
6-month growth
+62.9%
+19.4%
-1.8%
+60.3%
Global rank web
#55,462
#9,344
#15,584
#61,989
Avg. last 3 months
743.7K
4.1M
4.4M
793.3K
Bounce rate lower is better
43%
32%
57%
44%
Pages / visit
3.6
6.1
2.4
3.5
Visit duration
2m 40s
3m 48s
1m 36s
2m 23s
Traffic sources
● Direct 91% · ● Referral 6%
● Direct 78% · ● Referral 20%
● Referral 80% · ● Mail 13%
● Direct 70% · ● Referral 26%
Fireworks AIGroqCursorNebius Token Factory
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 · 713.6KGroq · 1.4MGroq · 1.9MGroq · 2.1MGroq · 2.5MGroq · 3.5MGroq · 3.7MGroq · 3.6MGroq · 3.4MGroq · 4.8MGroq · 4.2MCursor · 3.8MCursor · 4.2MCursor · 4.3MCursor · 4MCursor · 4.6MCursor · 4.4MCursor · 4.6MCursor · 4.5MCursor · 4.2MCursor · 4.5MNebius Token Factory · 549.1KNebius Token Factory · 562.2KNebius Token Factory · 563.4KNebius Token Factory · 600.7KNebius Token Factory · 590.2KNebius Token Factory · 677.5KNebius Token Factory · 619.3KNebius Token Factory · 797.4KNebius Token Factory · 963.1K100K1M10MFireworks 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 · 713.6KGroq · 1.4MGroq · 1.9MGroq · 2.1MGroq · 2.5MGroq · 3.5MGroq · 3.7MGroq · 3.6MGroq · 3.4MGroq · 4.8MGroq · 4.2MCursor · 3.8MCursor · 4.2MCursor · 4.3MCursor · 4MCursor · 4.6MCursor · 4.4MCursor · 4.6MCursor · 4.5MCursor · 4.2MCursor · 4.5MNebius Token Factory · 549.1KNebius Token Factory · 562.2KNebius Token Factory · 563.4KNebius Token Factory · 600.7KNebius Token Factory · 590.2KNebius Token Factory · 677.5KNebius Token Factory · 619.3KNebius Token Factory · 797.4KNebius Token Factory · 963.1KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Freemium
Freemium
Starting price
Free tier
—
$20per month · free tier available
Free tier
Free tier
–
Free trial
–
–
–
API access
–
–
–
Plans
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
—
Plan $20.0 $20/moEnterprise $0/mo
Preemptible GPU Instances CustomOn-Demand GPU Instances CustomCPU-Only Instances $0.05
Capabilities input → output
Input
CodeImagesText
AudioText
CodeText
CodeText
Output
CodeText
AudioText
Code
CodeText
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI API
Development & CodeAI Code ReviewAI Coding Assistant
Development & CodeAI API
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
3
7
6
APIs
–
Development
–
Inference
–
–
Developer tools
–
–
Models
–
–
LLM development
–
–
Coding
–
–
–
Fine-Tuning
–
–
–
Code reviews
–
–
–
Debugging
–
–
–
GPU infrastructure
–
–
–
Large language models
–
–
–
Refactoring
–
–
–
Code documentation
–
–
–
Terminal commands management
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
3
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.