Fireworks AI vs Groq 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
Groq
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 Groq
groq.com
AI inference at unprecedented speed
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
4.2Mvisits/mo
427.8Kvisits/mo
—
MoM change
▼ 21.1%
▼ 12.2%
▼ 35.5%
—
6-month growth
+62.9%
+19.4%
+5.4%
—
Global rank web
#55,462
#9,344
#65,186
—
Avg. last 3 months
743.7K
4.1M
540.4K
—
Bounce rate lower is better
43%
32%
40%
—
Pages / visit
3.6
6.1
4.7
—
Visit duration
2m 40s
3m 48s
1m 43s
—
Traffic sources
● Direct 91% · ● Referral 6%
● Direct 78% · ● Referral 20%
● Direct 85% · ● Referral 14%
—
Fireworks AIGroqSiliconFlowCerebras Inference
01.2M2.4M3.6M4.8MFireworks 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 · 713.6KGroq · 1.4MGroq · 1.9MGroq · 2.1MGroq · 2.5MGroq · 3.5MGroq · 3.7MGroq · 3.6MGroq · 3.4MGroq · 4.8MGroq · 4.2MSiliconFlow · 311KSiliconFlow · 286.8KSiliconFlow · 302.2KSiliconFlow · 406KSiliconFlow · 468.1KSiliconFlow · 434.2KSiliconFlow · 530.5KSiliconFlow · 662.9KSiliconFlow · 427.8K100K1M10MFireworks 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 · 713.6KGroq · 1.4MGroq · 1.9MGroq · 2.1MGroq · 2.5MGroq · 3.5MGroq · 3.7MGroq · 3.6MGroq · 3.4MGroq · 4.8MGroq · 4.2MSiliconFlow · 311KSiliconFlow · 286.8KSiliconFlow · 302.2KSiliconFlow · 406KSiliconFlow · 468.1KSiliconFlow · 434.2KSiliconFlow · 530.5KSiliconFlow · 662.9KSiliconFlow · 427.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
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 Pay-per-use VariableReserved GPUsElastic GPUs
—
Capabilities input → output
Input
TextImagesCode
TextAudio
TextImagesCode
CodeText
Output
TextCode
TextAudio
VideoTextImagesCode
CodeText
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI API
Development & CodeAI APIOpen Source AI Models
Development & CodeAI API
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
3
6
4
APIs
Developer tools
–
LLM development
–
Inference
–
–
Large language models
–
–
Models
–
–
Development
–
–
Fine-Tuning
–
–
–
GPU infrastructure
–
–
–
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.