Fireworks AI vs SambaNova Cloud vs DeepInfra 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
SambaNova Cloud
Competitor 2
DeepInfra
Competitor 3
Nebius Token Factory
Compare
4 tools · best value per row highlighted
Your tool Fireworks AI
fireworks.ai
Production AI infrastructure
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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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Competitor DeepInfra
deepinfra.com
Cheap AI inference
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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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Traffic estimated monthly website traffic
Monthly visits
713.6Kvisits/mo
—
546.5Kvisits/mo
963.1Kvisits/mo
MoM change
▼ 21.1%
—
▲ 11.4%
▲ 20.8%
6-month growth
+62.9%
—
+79.2%
+60.3%
Global rank web
#55,462
—
#76,238
#61,989
Avg. last 3 months
743.7K
—
494.5K
793.3K
Bounce rate lower is better
43%
—
38%
44%
Pages / visit
3.6
—
5.7
3.5
Visit duration
2m 40s
—
3m 03s
2m 23s
Traffic sources
● Direct 91% · ● Referral 6%
—
● Direct 87% · ● Referral 11%
● Direct 70% · ● Referral 26%
Fireworks AISambaNova CloudDeepInfraNebius Token Factory
0240.8K481.5K722.3K963.1KFireworks 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 · 713.6KDeepInfra · 248.1KDeepInfra · 235.2KDeepInfra · 241.9KDeepInfra · 313KDeepInfra · 305KDeepInfra · 282.6KDeepInfra · 375.1KDeepInfra · 446.5KDeepInfra · 490.4KDeepInfra · 546.5KNebius 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 · 963.1K100K1MFireworks 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 · 713.6KDeepInfra · 248.1KDeepInfra · 235.2KDeepInfra · 241.9KDeepInfra · 313KDeepInfra · 305KDeepInfra · 282.6KDeepInfra · 375.1KDeepInfra · 446.5KDeepInfra · 490.4KDeepInfra · 546.5KNebius 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
—
Freemium
Freemium
Starting price
Free tier
Free tier
—
Free tier
Free tier
–
Free trial
–
–
–
–
API access
–
Plans
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Free Custom/moDeveloper Custom/moEnterprise Custom
Usage-Based Custom
Preemptible GPU Instances CustomOn-Demand GPU Instances CustomCPU-Only Instances $0.05
Capabilities input → output
Input
ImagesTextCode
ImagesText
TextImagesAudio
TextCode
Output
TextCode
Text
VideoTextImagesAudio
TextCode
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI API
Development & CodeAI API
Development & CodeAI API
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
7
4
5
6
APIs
Developer tools
Inference
–
Models
–
LLM development
–
Development
–
–
Fine-Tuning
–
–
–
GPU infrastructure
–
–
–
Large language models
–
–
–
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.