3
Coding
Llama models can power coding tools you host yourself; the consumer assistant is not a primary coding tool.
Meta AI: what it is and what it is best at
Meta's assistant across WhatsApp, Instagram and Facebook, and the home of the Llama models.
The short version
At a glance
Made byMeta
CategoryAssistants
Strongest atease of use, image, audio & video, coding
NameLlama is Meta's family of models; Meta AI is the consumer assistant built on Meta's models.
Overview
What Meta AI is
Meta AI is the assistant built into Meta's apps, with a standalone app and website. It handles everyday questions, image generation and conversation, and reaches a very large consumer audience.
Meta is also known for releasing Llama models with open weights, which many organizations run privately. Public references suggest Meta's newest frontier work may be more closed, so check current licensing.
Current models. Llama 4 (April 2025) remains the best-documented open-weight family. Some references say Meta's newest frontier model, reported in April 2026, is API-only; confirm on Meta's AI site.
Where it is strong
Capability profile
Scores are Halden’s editorial view of typical fit on a 0–5 scale. They are not benchmark results and will differ by task, model version and plan: test on your own work.
Coding, analytics, documents, research
How it performs by task
3
Analysis & analytics
Fine for light questions; use Llama in your own stack for governed analytics.
3
Documentation & writing
Quick drafting and captions inside Meta's apps.
3
Research
Convenient for everyday queries; verify important facts.
Practical tips
Get more from Meta AI
- Treat Meta AI as a consumer tool and set rules for work use.
- If you need private deployment, evaluate Llama models with your IT team.
- Check the licence terms of any Llama model before commercial use.
Watch-outs
- Consumer apps have different data terms from business products.
- Open-weight licences can include conditions.
What has changed recently
Latest news and releases
- Meta's direction on open weights
A reference entry says Meta's newest frontier model, reported in April 2026, launched as closed and API-only; details are limited, so verify with Meta.
Source: Netzstrategen glossary
Compiled on October 9, 2026 from public reporting, much of it secondary. Dates, names and specifications can change, so confirm on Meta AI’s own site before you rely on them.
Go deeper
How-to guides for Meta AI and similar tools
September 16, 2026 · 3 min readHow to choose an AI assistant for your teamWith dozens of assistants available, the right choice is the one that fits your work, your information rules and your people. A structured trial beats a feature chart.October 4, 2026 · 3 min readTen questions to ask an AI vendor before you signA good demo shows what a product can do. These questions show what it will do inside your organization, with your data, on an ordinary day.October 9, 2026 · 3 min readAn AI policy for small teams: one page that people will actually readA useful AI policy is short enough to remember and specific enough to use on a Tuesday afternoon. Here is a one-page structure that works for growing teams.
Keep exploring
Compare with other tools
FAQ
Meta AI: common questions
What is the difference between Meta AI and Llama?
Meta AI is the assistant; Llama is the underlying model family that developers can also use directly.
Can we run Llama privately?
Open-weight Llama models can be hosted on your own infrastructure, subject to their licence.
Is Meta AI for business?
It is primarily a consumer assistant; evaluate separately for work.
A next step
Choose tools on evidence from your own work.
Run a short pilot with the people who will use Meta AI, measure the result, and decide with data, not hype.