GlossaryProductsNew to AI

Beta

Also written: Beta release

A test version of a product made available to a wider audience for feedback before its final release.

In plain terms

A beta is a version of a software product or feature that is not yet fully finished but is ready for testing by a larger group of people than just the developers. Companies release betas to get feedback and find bugs before the official launch.

For example, when a company like OpenAI releases a new version of its image generator, DALL-E, they might first make it available as a beta. This lets users try it out, report any problems they encounter, and suggest improvements, helping the company make the final product better.

The expert version

Beta is a stage in the software development lifecycle where a product is released to a select group of external users for real-world testing. This phase follows alpha testing, where internal teams test the software. The goal of a beta release is to identify and fix bugs, gather user feedback on usability and features, and ensure stability before a general public launch. Betas can be open (available to anyone) or closed (invitation-only).

Why it matters now

Frontier AI labs frequently use beta releases to gather feedback on new features before a full public launch. Companies like Anthropic and OpenAI have recently highlighted beta versions of their tools, indicating ongoing development and user testing cycles.

Where it shows up 4 items, newest first
How each company uses it
Anthropic Claude
Anthropic uses 'beta' and 'research preview' labels to indicate feature development stages in Claude.
OpenAI ChatGPT
OpenAI has offered DALL·E in a beta release, providing AI image generation capabilities.
xAI Grok
xAI introduced Grok Bot in a beta release, describing it as AI teammates that handle real work.
Related terms

AlphaRelease CandidateGeneral AvailabilityFeature FlagEarly AccessPublic Preview

Often confused with
Alpha
Alpha testing is an earlier stage of development, typically conducted by
Research Preview
A research preview may indicate a more experimental feature, p
General Availability
General Availability (GA) means a product is fully release
Origin

The term 'beta' originates from the Greek letter beta (β), used by IBM in the 1960s to denote a second, pre-release version of its software. Source ↗

Try this about 5 minutes

Look for a 'beta' or 'preview' option when using a popular AI service like ChatGPT or a similar tool. Try generating text or an image with the beta feature and compare its output or performance to the standard version. Note any differences in speed, quality, or available options.

Try it: Playbook entries that use thisPlaybook →

The Playbook: reusable how-tos, prompts, configs and tips pulled out of the news.

Questions people ask

Is a beta version stable?
Beta versions are generally more stable than earlier alpha versions but may still contain bugs or unexpected behavior. They are not considered as reliable as a final, fully released product.
Who can use a beta?
Betas can be open to anyone who wants to try them, or they can be closed, meaning only selected users are invited to participate.

First seen on Subvolts Jul 20, 2022. Updated Sep 23, 2026. Written by an AI model from the items above and reviewed against them weekly; report an error.