Groq vs Fireworks AI vs Nebius Token Factory vs SambaNova Cloud

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

Your tool
Groq
vs
Competitor 1
Fireworks AI
Competitor 2
Nebius Token Factory
Competitor 3
SambaNova Cloud
Compare
4 tools · best value per row highlighted
Your tool Groq
groq.com
AI inference at unprecedented speed
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Competitor Fireworks AI
fireworks.ai
Production AI infrastructure
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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
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Competitor SambaNova Cloud
cloud.sambanova.ai
SambaNova Cloud is an inference service where developers call open-source models through an API that follows the OpenAI chat completions format.
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Traffic estimated monthly website traffic
Monthly visits
4.2Mvisits/mo
713.6Kvisits/mo
963.1Kvisits/mo
—
MoM change
▼ 12.2%
▼ 21.1%
▲ 20.8%
—
6-month growth
+19.4%
+62.9%
+60.3%
—
Global rank web
#9,344
#55,462
#61,989
—
Avg. last 3 months
4.1M
743.7K
793.3K
—
Bounce rate lower is better
32%
43%
44%
—
Pages / visit
6.1
3.6
3.5
—
Visit duration
3m 48s
2m 40s
2m 23s
—
Traffic sources
● Direct 78% · ● Referral 20%
● Direct 91% · ● Referral 6%
● Direct 70% · ● Referral 26%
—
GroqFireworks AINebius Token FactorySambaNova Cloud
01.2M2.4M3.6M4.8MGroq · 1.4MGroq · 1.9MGroq · 2.1MGroq · 2.5MGroq · 3.5MGroq · 3.7MGroq · 3.6MGroq · 3.4MGroq · 4.8MGroq · 4.2MFireworks 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 · 713.6KNebius 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 · 963.1K100K1M10MGroq · 1.4MGroq · 1.9MGroq · 2.1MGroq · 2.5MGroq · 3.5MGroq · 3.7MGroq · 3.6MGroq · 3.4MGroq · 4.8MGroq · 4.2MFireworks 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 · 713.6KNebius 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
Paid
Freemium
Freemium
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Starting price
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Free tier
Free tier
Free tier
Free tier
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Free trial
–
–
–
API access
–
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Plans
—
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Preemptible GPU Instances CustomOn-Demand GPU Instances CustomCPU-Only Instances $0.05
Free Custom/moDeveloper Custom/moEnterprise Custom
Capabilities input → output
Input
AudioText
CodeImagesText
CodeText
ImagesText
Output
AudioText
CodeText
CodeText
Text
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI API
Development & CodeAI APIAI Developer Tools
Development & CodeAI API
Development & CodeAI API
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
3
7
6
4
APIs
Developer tools
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LLM development
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Inference
–
–
Large language models
–
–
Models
–
–
Development
–
–
Fine-Tuning
–
–
–
GPU infrastructure
–
–
–
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.