Groq vs SiliconFlow vs Replicate vs SambaNova Cloud

Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.

Your tool
Groq
vs
Competitor 1
SiliconFlow
Competitor 2
Replicate
Competitor 3
SambaNova Cloud
Compare
4 tools · best value per row highlighted
Your tool Groq
groq.com
AI inference at unprecedented speed
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 Replicate
replicate.com
Run open-source AI without managing servers
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
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%
—
GroqSiliconFlowReplicateSambaNova Cloud
01.2M2.4M3.6M4.8MGroq · 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 · 427.8KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1M100K1M10MGroq · 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 · 427.8KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Freemium
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Starting price
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Free tier
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Free tier
Free tier
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–
Free trial
–
–
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API access
–
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Plans
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Serverless Pay-per-use VariableReserved GPUsElastic GPUs
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Free Custom/moDeveloper Custom/moEnterprise Custom
Capabilities input → output
Input
AudioText
CodeImagesText
ImagesText
TextImages
Output
AudioText
VideoTextCodeImages
VideoTextImagesAudio
Text
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI API
Development & CodeAI APIOpen Source AI Models
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeAI API
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
3
6
9
4
APIs
Developer tools
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LLM development
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Inference
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–
Large language models
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Models
–
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Development
–
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API integrations
–
–
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GPU infrastructure
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–
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Image generation
–
–
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Video generation
–
–
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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.