SambaNova Cloud vs Groq vs Hugging Face vs Replicate

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

Your tool
SambaNova Cloud
vs
Competitor 1
Groq
Competitor 2
Hugging Face
Competitor 3
Replicate
Compare
4 tools · best value per row highlighted
Your tool 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.
Remove
Competitor Groq
groq.com
AI inference at unprecedented speed
Make main Remove
Competitor Hugging Face
huggingface.co
The GitHub for machine learning
Make main Remove
Competitor Replicate
replicate.com
Run open-source AI without managing servers
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
4.2Mvisits/mo
31.2Mvisits/mo
1Mvisits/mo
MoM change
—
▼ 12.2%
▲ 10.7%
▼ 3.1%
6-month growth
—
+19.4%
+18.4%
-30.2%
Global rank web
—
#9,344
#1,410
#39,584
Avg. last 3 months
—
4.1M
28.8M
1.1M
Bounce rate lower is better
—
32%
42%
35%
Pages / visit
—
6.1
6.3
5.6
Visit duration
—
3m 48s
5m 01s
5m 09s
Traffic sources
—
● Direct 78% · ● Referral 20%
● Direct 81% · ● Referral 18%
● Direct 92% · ● Referral 6%
SambaNova CloudGroqHugging FaceReplicate
07.8M15.6M23.4M31.2MGroq · 1.4MGroq · 1.9MGroq · 2.1MGroq · 2.5MGroq · 3.5MGroq · 3.7MGroq · 3.6MGroq · 3.4MGroq · 4.8MGroq · 4.2MHugging Face · 21.9MHugging Face · 24MHugging Face · 24.9MHugging Face · 23.3MHugging Face · 26.4MHugging Face · 30.3MHugging Face · 27.4MHugging Face · 27.1MHugging Face · 28.2MHugging Face · 31.2MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1M1M10M100MGroq · 1.4MGroq · 1.9MGroq · 2.1MGroq · 2.5MGroq · 3.5MGroq · 3.7MGroq · 3.6MGroq · 3.4MGroq · 4.8MGroq · 4.2MHugging Face · 21.9MHugging Face · 24MHugging Face · 24.9MHugging Face · 23.3MHugging Face · 26.4MHugging Face · 30.3MHugging Face · 27.4MHugging Face · 27.1MHugging Face · 28.2MHugging Face · 31.2MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
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Paid
Freemium
Freemium
Starting price
Free tier
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$9per month · free tier available
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Free tier
–
–
Free trial
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–
–
API access
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–
–
Plans
Free Custom/moDeveloper Custom/moEnterprise Custom
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Free FreePro $9/moTeam $20/moStorage $8/mo+1 more
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Capabilities input → output
Input
ImagesText
TextAudio
TextVideoImagesAudio
ImagesText
Output
Text
AudioText
VideoTextImagesAudio3D
VideoTextImagesAudio
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI API
Development & CodeAI API
Development & CodeAI APIAI Developer ToolsLarge Language Models (LLMs)+1 more
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
1
3
6
9
APIs
Development
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Large language models
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–
Models
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–
Developer tools
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–
API integrations
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–
–
Inference
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–
–
Image generation
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–
–
LLM development
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–
–
LLM training
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–
–
Video generation
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 2
▲ 0
Saves
0
0
1
0
Reviews
0
0
0
0
Prompts
0
0
0
0
Verified listing
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–
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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.