Best Meta Models for SQL & Data Analysis

Match · Updated July 2026

The best Meta model for SQL and data analysis is Llama 4 Maverick, with a 16.3 Coding Index and structured-output support for valid, parseable queries. Llama 4 Scout (8.2) is next.

16.3Coding

14.3Intelligence

$0.200Input /M

1.0MContext

The best AI models for writing SQL, analyzing data and powering analytics workflows — ranked by the Artificial Analysis Coding Index among models with structured-output support, so query generation comes back as valid, parseable SQL and JSON.

Frequently asked

Which Meta model writes the best SQL?

The best Meta model for SQL and data analysis is Llama 4 Maverick, with a 16.3 Coding Index and structured-output support for valid, parseable queries. Llama 4 Scout (8.2) is next.

What's a good alternative to Llama 4 Maverick?

Llama 4 Scout (8.2) is the closest alternative on this metric. See the full ranking above for the tradeoffs.

How many Meta models are there?

modelgrep tracks 8 Meta models with live benchmarks, speed, latency and per-provider pricing, led on intelligence by Llama 4 Maverick. 2 of them qualify for this ranking.

More Meta rankings

Meta: Smartest LLMs Meta: Best LLMs for Coding Meta: Best LLMs for Design & Frontend Meta: Fastest LLMs Meta: Lowest-Latency LLMs Meta: Cheapest LLMs Meta: Best Free LLMs Meta: Best Reasoning LLMs Meta: Best Vision LLMs Meta: Best LLMs for Agents Meta: Best Open-Source LLMs Meta: Longest-Context LLMs Meta: Best LLMs for Writing Meta: Best LLMs for Math & Science Meta: Best LLMs for RAG Meta: Best LLMs for Roleplay Meta: Best Uncensored LLMs

All rankings

Small & Fast LLMs Best Local LLMs Smartest LLMs Best LLMs for Coding Best LLMs for Design & Frontend Fastest LLMs Lowest-Latency LLMs Cheapest LLMs Best Free LLMs Best Reasoning LLMs Best Vision LLMs Best LLMs for Agents Best Open-Source LLMs Longest-Context LLMs Best LLMs for Writing Best LLMs for Math & Science Best LLMs for RAG Best LLMs for Roleplay Best Uncensored LLMs