Future of SoftwareStart Survey
Run large language model inference at scale with optimized performance and cost efficiency
Generative AI Platforms
Both SambaNova and Friendli provide managed inference platforms for running frontier LLMs with pay-per-token pricing. SambaNova differentiates through proprietary RDU hardware and dataflow architecture claiming 10x cost savings, while Friendli offers GPU-based dedicated endpoints. They compete for the same inference workload job but use different underlying infrastructure approaches.
Vendor sources: sambanova.ai [1]friendli.ai [2]
AI Infrastructure
AI hardware and software solutions including Gaudi accelerators, OpenVINO toolkit, and AI PC processors for enterprise AI.
AI Developer Tools
Chinese AI foundation model company providing GLM large language models for enterprise applications.
AI Agents
Enterprise generative AI platform for secure deployment in regulated environments
Cloud Infrastructure
Decentralized GPU cloud delivering enterprise-grade inference for AI and cloud gaming across 95+ countries.
AI Developer Tools
Developer platform for building, evaluating, and deploying generative AI applications to production.
AI Developer Tools
Alibaba's Qwen (Tongyi Qianwen) family of open-source and API-based multilingual LLMs for enterprise AI.
AI Developer Tools
NVIDIA deep learning inference optimizer and runtime for production deployment with maximum GPU throughput.
AI Infrastructure
Full-stack AI platform for enterprise ML teams built on open-source Metaflow framework.
Price$1,199+ / month
Starting price: above the category median.
AI Model Fine-Tuning
AI company developing liquid neural networks based on MIT research, creating compact and efficient foundation models for edge deployment.
Cubbie Points
