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.
Adobe's generative AI suite with commercially-safe Image Model 5 (4MP photorealism), video editor, and audio tools; integrated partner models like FLUX.2 and GPT Image
Adobe Firefly is Adobe's generative AI platform and suite of creative AI tools, launched in March 2023 as Adobe's flagship response to the generative AI revolution. Firefly was purpose-built to be commercially safe — trained exclusively on Adobe Stock images, openly licensed content, and public domain material rather than scraped web data, addressing a core concern that had made competing generative AI tools risky for professional and enterprise creative use. This positioning allowed Adobe to offer content credentials and indemnification for Firefly outputs, making it the enterprise-safe choice for brands and agencies with legal exposure concerns around AI-generated content.\n\nFirefly's capabilities span multiple creative modalities integrated across Adobe's Creative Cloud suite. Image Model 5 generates photorealistic images at 4 megapixel resolution with precise adherence to reference styles and composition guides. Firefly Video enables AI-powered video editing and generation within Premiere Pro, including object removal, scene extension, and text-to-video features. Firefly Audio tools bring generative AI to sound design and audio editing within Audition. Adobe has also launched a Firefly partner model program that integrates third-party models including FLUX.1 from Black Forest Labs, giving users access to a broader range of generative styles within the familiar Creative Cloud interface.\n\nFirefly is integrated into Photoshop, Illustrator, Express, and Premiere Pro, making it available to Adobe's 30M+ Creative Cloud subscribers without additional purchase. Enterprise licenses include access to custom-trained Firefly models fine-tuned on brand assets, enabling consistent brand identity across AI-generated content. As the market leader in professional creative tools, Adobe's position gives Firefly a distribution advantage that standalone generative AI tools cannot easily replicate.
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