Fireworks AI vs Novita AI vs SiliconFlow 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
Novita AI
Competitor 2
SiliconFlow
Competitor 3
Cerebras Inference
Compare
4 tools · best value per row highlighted
Your tool Fireworks AI
fireworks.ai
Production AI infrastructure
Remove
Competitor Novita AI
novita.ai
Novita AI is a developer cloud that puts more than 200 models behind a single API, covering text, image, audio and video.
Make main Remove
Competitor SiliconFlow
siliconflow.com
You're building an AI app and need to run inference without spinning up your own GPU servers
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
—
427.8Kvisits/mo
—
MoM change
▼ 21.1%
—
▼ 35.5%
—
6-month growth
+62.9%
—
+5.4%
—
Global rank web
#55,462
—
#65,186
—
Avg. last 3 months
743.7K
—
540.4K
—
Bounce rate lower is better
43%
—
40%
—
Pages / visit
3.6
—
4.7
—
Visit duration
2m 40s
—
1m 43s
—
Traffic sources
● Direct 91% · ● Referral 6%
—
● Direct 85% · ● Referral 14%
—
Fireworks AINovita AISiliconFlowCerebras 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 · 713.6KSiliconFlow · 311KSiliconFlow · 286.8KSiliconFlow · 302.2KSiliconFlow · 406KSiliconFlow · 468.1KSiliconFlow · 434.2KSiliconFlow · 530.5KSiliconFlow · 662.9KSiliconFlow · 427.8K100K1MFireworks 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 · 713.6KSiliconFlow · 311KSiliconFlow · 286.8KSiliconFlow · 302.2KSiliconFlow · 406KSiliconFlow · 468.1KSiliconFlow · 434.2KSiliconFlow · 530.5KSiliconFlow · 662.9KSiliconFlow · 427.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
—
Freemium
—
Starting price
Free tier
—
Free tier
—
Free tier
–
–
Free trial
–
–
–
–
API access
Plans
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Serverless LLM API CustomDedicated endpoints / GPUs Custom
Serverless Pay-per-use VariableReserved GPUsElastic GPUs
—
Capabilities input → output
Input
ImagesTextCode
TextImagesAudio
TextImagesCode
CodeText
Output
TextCode
VideoTextImagesAudio
VideoTextImagesCode
CodeText
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIOpen Source AI Models
Development & CodeAI API
Tasks what each tool can do · 3 shared · core   partial
Tasks covered
7
7
6
4
APIs
Developer tools
LLM development
Inference
–
–
Models
–
–
GPU infrastructure
–
–
Large language models
–
–
Fine-Tuning
–
–
–
Development
–
–
–
Image generation
–
–
–
Video generation
–
–
–
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.