Side-by-side comparison of AI visibility scores, market position, and capabilities
Raised $250M Series A at $2B valuation (Dec 2024) led by AMD. LFM2-24B (Feb 2026): 24B knowledge density, 2.3B active params. Runs on 32GB RAM laptop. Non-transformer architecture.
Liquid AI is an MIT-spinout developing Liquid Foundation Models (LFMs) — AI models based on liquid neural network architecture rather than the transformer architecture that underpins virtually all major AI systems. The company raised $250 million in Series A financing at a $2 billion valuation in December 2024, led by AMD, which has strategic motivation to support non-NVIDIA-optimized model architectures. In February 2026, Liquid released LFM2-24B-A2B — a model with 24 billion parameters' worth of knowledge density that runs on only 2.3 billion active parameters, enabling deployment on a standard 32GB RAM laptop.
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.
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.
Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.