Side-by-side comparison of AI visibility scores, market position, and capabilities
NY serverless AI inference platform delivering 40% cost savings scaling to 10K+ requests/minute; $9M Google Gradient Ventures seed competing with Modal and Replicate for AI model hosting infrastructure.
Cerebrium is a New York-based serverless cloud infrastructure platform for AI workloads — backed with $9 million raised including an $8.5 million seed round led by Google Gradient Ventures in July 2025 — providing a compute layer where AI companies can deploy, scale, and run AI models (LLMs, speech models, image generation, custom fine-tuned models) at 40% lower cost than AWS and GCP while auto-scaling from zero to 10,000+ requests per minute. Founded in 2021 by Michael Louis and Jonathan Irwin with a lean 4-person engineering team, Cerebrium serves notable AI companies including Tavus, CivitAI, Twilio, and Deepgram with millions in ARR.
Serverless PostgreSQL with instant branching, scale-to-zero, and AI-native multi-tenant database architecture; favored by AI startups and Vercel developers.
Neon is a serverless PostgreSQL platform offering instant database provisioning, automatic scaling to zero, and database branching — capabilities that make it uniquely suited for modern application development workflows, particularly AI applications that need dedicated databases per tenant. Founded in 2021 and headquartered in San Francisco, Neon raised $46 million in Series B funding in 2023 and has positioned itself at the forefront of the AI infrastructure wave, becoming the default Postgres provider for numerous AI startups and developer tools.
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