Fireworks AI vs Baseten vs SambaNova Cloud vs Cerebras Inference

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
Cerebras Inference
Compare
4 tools · best value per row highlighted
Your tool Fireworks AI
fireworks.ai
Production AI infrastructure
Remove
Competitor Baseten
baseten.co
Models to production fast
Make main Remove
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.
Make main Remove
Competitor Cerebras Inference
cerebras.ai
Cerebras Inference is a cloud API for running large language models at very high speed on the Cerebras Wafer-Scale Engine.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
713.6Kvisits/mo
355.4Kvisits/mo
—
—
MoM change
▼ 21.1%
▲ 21.3%
—
—
6-month growth
+62.9%
+73.3%
—
—
Global rank web
#55,462
#113,597
—
—
Avg. last 3 months
743.7K
304.6K
—
—
Bounce rate lower is better
43%
39%
—
—
Pages / visit
3.6
4.1
—
—
Visit duration
2m 40s
1m 53s
—
—
Traffic sources
● Direct 91% · ● Referral 6%
● Direct 89% · ● Referral 9%
—
—
Fireworks AIBasetenSambaNova CloudCerebras Inference
0226K452K678K904KFireworks 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 · 355.4K100K1MFireworks 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 · 355.4KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
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
Basic CustomPro CustomEnterprise Custom
Free Custom/moDeveloper Custom/moEnterprise Custom
—
Capabilities input → output
Input
TextImagesCode
TextAudio
ImagesText
CodeText
Output
TextCode
TextImagesAudio
Text
CodeText
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
1
APIs
Inference
–
–
Developer tools
–
–
Models
–
–
Development
–
–
Fine-Tuning
–
–
–
Web service deployment
–
–
–
LLM development
–
–
–
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.