Martian
Martian, backed by $9M in funding from NEA, has developed the first LLM router that outperforms GPT-4 in performance and cost-efficiency, trusted by developers from Amazon to Zapier.
Funding and Investment
Martian announced it has secured $9 million in funding led by New Enterprise Associates (NEA). This investment underlines the confidence of top-tier venture capitalists in Martian's innovative technology and strategic vision for the future of AI performance and cost efficiency.
Products and Technologies
Martian has developed a cutting-edge LLM router, which is the first of its kind in the industry. This technology not only outperforms GPT-4 based on OpenAI's own evaluations but also significantly reduces costs by 20%-97%. The router uses a novel interpretability framework called Model Mapping to dynamically route requests in real-time to the best available LLM. This system can be installed swiftly through the Martian API, which developers find simple to use.
Performance Optimization
Martian's research over two and a half years has led to substantial advancements in performance evaluation and optimization for large language models (LLMs). Martian has devised a method to predict a model's performance without needing to run it, making it more efficient to identify the best-performing models. Martian's model router ensures high-quality outputs by dynamically routing user requests to the optimal LLM while maintaining cost-effectiveness.
Developer Trust
Martian is trusted by developers at over 300 companies, including industry giants such as Amazon and Zapier. This broad trust base signifies Martian's reliability and superior performance. Developers use Martian's solutions for a range of applications, including summarization, foreign language understanding, and chat functionalities.
Enterprise Solutions
Martian offers tailored solutions for enterprises, including custom-tuned routers and deployment in virtual private clouds for enhanced data control and privacy. Enterprises benefit from Martian's guaranteed uptime, which is ensured by automatic rerouting to alternative providers during outages or periods of high latency. Additionally, the interactive cost calculator allows enterprises to precisely determine potential savings.