Groq vs SiliconFlow vs Replicate vs Cerebras
Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.
Your tool
Groq
vs
Groq
Competitor 1
SiliconFlow
Competitor 2
Replicate
Replicate
Competitor 3
Cerebras
CerebrasCompare
4 tools · best value per row highlighted
Competitor
SiliconFlow
siliconflow.com
You're building an AI app and need to run inference without spinning up your own GPU servers
Competitor
Cerebras
Cerebras
cerebras.ai
Cerebras builds wafer-scale AI chips and runs a cloud service that serves models at extremely high token speeds.
Traffic estimated monthly website traffic
Monthly visits
4.2Mvisits/mo
427.8Kvisits/mo
1Mvisits/mo
—
MoM change
▼ 12.2%
▼ 35.5%
▼ 3.1%
—
6-month growth
+19.4%
+5.4%
-30.2%
—
Global rank web
#9,344
#65,186
#39,584
—
Avg. last 3 months
4.1M
540.4K
1.1M
—
Bounce rate lower is better
32%
40%
35%
—
Pages / visit
6.1
4.7
5.6
—
Visit duration
3m 48s
1m 43s
5m 09s
—
Traffic sources
● Direct 78% · ● Referral 20%
● Direct 85% · ● Referral 14%
● Direct 92% · ● Referral 6%
—
GroqSiliconFlowReplicateCerebras
Pricing
Model
Paid
Freemium
Freemium
—
Starting price
—
Free tier
—
—
Free tier
–
–
–
Free trial
–
–
–
API access
–
–
Plans
—
Serverless Pay-per-use VariableReserved GPUsElastic GPUs
Public Models Custom/usage-basedPrivate Models Custom/usage-based
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Capabilities input → output
Input
TextAudio
CodeTextImages
ImagesText
TextCode
Output
TextAudio
VideoTextImagesCode
VideoTextImagesAudio
TextCode
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Tasks what each tool can do · 1 shared · core partial
Tasks covered
3
6
9
5
APIs
Developer tools
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LLM development
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Inference
–
–
Models
–
–
Large language models
–
–
Development
–
–
GPU infrastructure
–
–
API integrations
–
–
–
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.