SambaNova Cloud vs Groq vs Hugging Face

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
Suggested competitors for SambaNova Cloud: OsirisBrain94% Vercel AI Gateway92% Novita AI92% Cerebras Inference92% Cerebras92% Azure AI Foundry91% OpenAI API91% Amazon Bedrock90%
Compare
3 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.
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Competitor Groq
groq.com
AI inference at unprecedented speed
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Competitor Hugging Face
huggingface.co
The GitHub for machine learning
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Traffic estimated monthly website traffic
Monthly visits
—
4.2Mvisits/mo
31.2Mvisits/mo
MoM change
—
▼ 12.2%
▲ 10.7%
6-month growth
—
+19.4%
+18.4%
Global rank web
—
#9,344
#1,410
Avg. last 3 months
—
4.1M
28.8M
Bounce rate lower is better
—
32%
42%
Pages / visit
—
6.1
6.3
Visit duration
—
3m 48s
5m 01s
Traffic sources
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● Direct 78% · ● Referral 20%
● Direct 81% · ● Referral 18%
SambaNova CloudGroqHugging Face
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 · 31.2M1M10M100MGroq · 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 · 31.2MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
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Paid
Freemium
Starting price
Free tier
—
$9per month · free tier available
Free tier
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Free trial
–
–
API access
–
–
Plans
Free Custom/moDeveloper Custom/moEnterprise Custom
—
Free FreePro $9/moTeam $20/moStorage $8/mo+1 more
Capabilities input → output
Input
ImagesText
AudioText
AudioImagesTextVideo
Output
Text
AudioText
3DAudioImagesTextVideo
Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeAI API
Development & CodeAI API
Development & CodeAI APIAI Developer ToolsLarge Language Models (LLMs)+1 more
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
4
3
6
APIs
Large language models
Developer tools
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Development
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Models
–
–
LLM development
–
–
LLM training
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 2
Saves
0
0
1
Reviews
0
0
0
Prompts
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.