Walmart published research on the cost/capability Pareto frontier for coding agents, highlighting that Luna is dominant for simpler tasks, Gemini 3.8 Flash for medium-to-high complexity, and Opus 5 for complex work.
Published
Signal category
Research & Knowledge
Quote
“Understanding this frontier is becoming increasingly important as analytic work shifts into the background”
— Geoffrey Allen|Walmart team
Company
- Industry
- Retail
- Location
- Bentonville, US
- Company size
- 494,733 employees
More than 60 years ago, Sam Walton opened the first Walmart in Rogers, Arkansas. Today, we’re a people-led, tech-powered omnichannel retailer dedicated to helping people save money and live better all around the world. Our 2.1 million associates are the engine behind what we do — serving customers and members in communities spanning 19 countries, in stores and clubs, online and through a supply chain built for speed and scale. We’re committed to creating clear pathways for associates to learn, grow and advance. Whether you’re starting your first job or bringing years of experience, you’ll find room to grow, learn new skills and build a career with purpose. We’re proud to invest in our people and foster a culture grounded in respect, integrity, service and striving for excellence. Recognized as a Fortune 100 Best Companies to Work For® (2025) and Great Place To Work®-Certified™ , we’re proud of what we’re building together.
Founded 1962