Fireworks AI vs DeepInfra vs SambaNova Cloud 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
Fireworks AI
Competitor 1
DeepInfra
DeepInfra
Competitor 2
SambaNova Cloud
SambaNova Cloud
Competitor 3
Nebius Token Factory
Nebius Token FactoryCompare
4 tools · best value per row highlighted
Competitor
SambaNova Cloud
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.
Competitor
Nebius Token Factory
Nebius Token Factory
nebius.com
Enterprise teams running open-source AI models in production get infrastructure that handles the heavy lifting without MLOps expertise
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 AIDeepInfraSambaNova CloudNebius Token Factory
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
Usage-Based Custom
Free Custom/moDeveloper Custom/moEnterprise Custom
Preemptible GPU Instances CustomOn-Demand GPU Instances CustomCPU-Only Instances $0.05
Capabilities input → output
Input
ImagesTextCode
TextImagesAudio
ImagesText
TextCode
Output
TextCode
VideoTextImagesAudio
Text
TextCode
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Tasks what each tool can do · 2 shared · core partial
Tasks covered
7
5
4
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
–
–
–
–
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.