Fireworks AI vs Baseten 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
Competitor 1
Baseten
Competitor 2
SambaNova Cloud
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 Baseten
baseten.co
Models to production fast
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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 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
355.4Kvisits/mo
—
963.1Kvisits/mo
MoM change
▼ 21.1%
▲ 21.3%
—
▲ 20.8%
6-month growth
+62.9%
+73.3%
—
+60.3%
Global rank web
#55,462
#113,597
—
#61,989
Avg. last 3 months
743.7K
304.6K
—
793.3K
Bounce rate lower is better
43%
39%
—
44%
Pages / visit
3.6
4.1
—
3.5
Visit duration
2m 40s
1m 53s
—
2m 23s
Traffic sources
● Direct 91% · ● Referral 6%
● Direct 89% · ● Referral 9%
—
● Direct 70% · ● Referral 26%
Fireworks AIBasetenSambaNova CloudNebius 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 · 713.6KBaseten · 141.4KBaseten · 136.4KBaseten · 197.3KBaseten · 205KBaseten · 246.2KBaseten · 247.6KBaseten · 265.6KBaseten · 292.9KBaseten · 355.4KNebius 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 · 713.6KBaseten · 141.4KBaseten · 136.4KBaseten · 197.3KBaseten · 205KBaseten · 246.2KBaseten · 247.6KBaseten · 265.6KBaseten · 292.9KBaseten · 355.4KNebius 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 tier
Free trial
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–
–
–
API access
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Plans
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Basic CustomPro CustomEnterprise Custom
Free Custom/moDeveloper Custom/moEnterprise Custom
Preemptible GPU Instances CustomOn-Demand GPU Instances CustomCPU-Only Instances $0.05
Capabilities input → output
Input
TextImagesCode
TextAudio
ImagesText
TextCode
Output
TextCode
TextImagesAudio
Text
TextCode
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI API
Development & CodeAI API
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
6
1
6
APIs
Inference
–
Developer tools
–
Models
–
Development
–
–
LLM development
–
–
Fine-Tuning
–
–
–
GPU infrastructure
–
–
–
Web service deployment
–
–
–
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.