Table stakes
Basic features or capabilities expected in a market; essential for competition.
Table stakes are the minimum features or capabilities that a product or service needs to be considered competitive in its market. Without these, a company is unlikely to even get a second look from potential customers.
For example, in the early days of smartphones, having a touchscreen was table stakes. A phone without one simply wouldn't be considered a modern smartphone, even if it had other good features.
Table stakes refer to the foundational requirements or capabilities that are considered non-negotiable for participation in a given market or technological domain. These are the baseline expectations that customers or users have, and their absence prevents a product from being seriously considered, regardless of other innovations.
In the context of frontier AI, this often includes access to powerful foundation models, efficient inference, and basic safety guardrails. Companies that fail to meet these table stakes are unlikely to gain traction, even if they offer unique downstream applications.
The term 'table stakes' is appearing in AI news as the industry matures. As foundational models become more accessible, companies are realizing that simply having a powerful AI model is no longer enough to stand out. Startups and established players alike need to offer more, focusing on unique data, specialized workflows, and defensible business models to succeed.
- Only at TechCrunch Disrupt 2026: What happens when OpenAI ships your roadmap?OpenAI · TechCrunch AI ·
- OpenAI ChatGPT
- OpenAI's work implies that advanced AI capabilities are becoming table stakes, pushing the company and its competitors to innovate beyond core models into areas like data and workflows.
- Feature creep
- Feature creep is adding too many features, often beyond what is n
- Unique Selling Proposition (USP)
- A USP is what makes a product stand out from c
The term 'table stakes' originates from poker, where players must place a minimum bet (the 'stake') to sit at the table and play. It signifies the cost of entry or the minimum requirement to participate.
Try asking a leading AI chatbot to perform a complex task, like summarizing a long document or writing a piece of code. The fact that it can do this at all, without significant errors, represents a current table stake for advanced AI assistants.
The Playbook: reusable how-tos, prompts, configs and tips pulled out of the news.
- PromptRole-play a student struggling with math for AI tutor simulationSimulate a student's math struggles and uncertainty for AI tutor evaluation. · 5 min
- TemplateReusable workflow templates for healthcare teamsTeams can create and share templates for common workflows like documentation or prior authorizations. · 15 min
- TemplateTemplate for building an AI tool tailored to your workA structured approach to defining and building a custom AI tool for specific business needs. · 15 min
- TemplateEvals CSV prompt list for agent skillsA CSV file template for listing prompts used in evaluating agent skills. · 20 min
- HeuristicDouble coding agent task completion with docs linksProviding coding agents with a documentation link significantly increases their task completion rate. · 2 min
Questions people ask
- What happens if a company doesn't meet the table stakes?
- If a company fails to meet the table stakes for its market, its products are unlikely to be considered by customers, and it will struggle to gain market share or even survive.
- Do table stakes change over time?
- Yes, table stakes evolve. As technology advances and customer expectations rise, what was once an innovative feature can become a basic requirement.
First seen on Subvolts Sep 14, 2026. Updated Sep 21, 2026. Written by an AI model from the items above and reviewed against them weekly; report an error.