SambaNova Systems vs Scaleway

Side-by-side comparison of AI visibility scores, market position, and capabilities

Scaleway leads in AI visibility (88 vs 35)
SambaNova Systems logo

SambaNova Systems

EmergingAI Infrastructure

AI Chips & Enterprise Platform

AI chip and platform company. $1.48B total raised ($350M Series E Feb 2026). SN50 chip: 5x faster, 3x lower cost. Intel partnership. Founded in Palo Alto.

AI VisibilityBeta
Overall Score
D35
Category Rank
#1 of 1
AI Consensus
59%
Trend
up
Per Platform
ChatGPT
46
Perplexity
41
Gemini
34

About

SambaNova Systems was founded in 2017 by Stanford professors Kunle Olukotun and Chris Ré, along with Rodrigo Liang, to build a full-stack AI platform combining custom silicon, software, and enterprise deployment services. The company's Reconfigurable Dataflow Architecture (RDA) chip is designed specifically for AI workloads, with hardware that adapts its computational structure to match the dataflow patterns of neural network inference and training. This architectural approach contrasts with NVIDIA's CUDA-centric GPU paradigm, offering potential advantages in efficiency for specific enterprise AI deployment patterns.\n\nSambaNova offers an integrated platform—hardware, software, and model serving—targeted at large enterprises and government customers that need to run powerful AI models with strict data security, compliance, and performance requirements. Its SN50 chip delivers claimed 5x speed improvements and 3x cost reductions compared to H100 GPUs for inference workloads, making it attractive for high-volume enterprise AI deployment. The company has partnered with Intel to broaden its hardware ecosystem and offers pre-trained foundation models optimized for its silicon as part of its enterprise AI suite.\n\nSambaNova has raised $1.48B in total funding, including a $350M Series E in February 2026, demonstrating continued investor confidence in its enterprise-focused AI hardware strategy. The company targets a differentiated position from NVIDIA by going deep on the full stack for enterprise customers rather than competing head-to-head on general-purpose AI compute. Government and regulated industry deployments—where on-premises, auditable AI infrastructure is required—are a particularly strong segment for SambaNova's integrated approach.

Full profile
Scaleway logo

Scaleway

LeaderAI Infrastructure

Cloud Provider

Scaleway is a French cloud provider under Iliad Group with ~€150M estimated revenue. Focused on European data sovereignty and GPU cloud for AI. HQ: Paris. Founded 1999.

AI VisibilityBeta
Overall Score
A88
Category Rank
#1 of 2
AI Consensus
70%
Trend
stable
Per Platform
ChatGPT
86
Perplexity
95
Gemini
93

About

Scaleway is a French cloud computing provider and subsidiary of Iliad Group, the telecommunications and technology conglomerate founded by billionaire Xavier Niel. Originally launched as Online.net in 1999 and rebranded as Scaleway in 2015, the company has grown into one of Europe's leading independent cloud providers, positioning itself as the European alternative to US hyperscalers for GDPR-sensitive workloads.

Full profile

AI Visibility Head-to-Head

35
Overall Score
88
#1
Category Rank
#1
59
AI Consensus
70
up
Trend
stable
46
ChatGPT
86
41
Perplexity
95
34
Gemini
93
33
Claude
98
29
Grok
88

Key Details

Category
AI Chips & Enterprise Platform
Cloud Provider
Tier
Emerging
Leader
Entity Type
brand
company

Capabilities & Ecosystem

Capabilities

Only SambaNova Systems
AI Chips & Enterprise Platform
Only Scaleway
Cloud Provider
Scaleway is classified as company.

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