Multi-dialect SQL evaluation (Cohere)

Only in system cards

Models write SQL for SQLite, PostgreSQL, MySQL, PL/SQL and T-SQL databases. Scored by execution accuracy against gold databases.

In-house Cohere evaluation. The tasks are not public.

Made by: Cohere
Released: April 2025
Kind: Data science and SQL
Level: University
Scored: Checked automatically
Answers: Code
Tasks: Kept private

Last in a system card: April 2025
Last model added: April 2025

Paper arxiv.org

Model scored in lab cards

System card reports it, from 1 lab

Cohere Command A leads with 55.3%

Best score per model as labs report them in their own cards. Labs pick their own settings, so these compare less cleanly than independent runs.

Bars Table

55.3 Cohere Command A

1 Cohere Command A 55.3%

Source: Labs’ model cards

#	Model	Score	Setting	Date	Source
1	Cohere Command A	55.3%		Apr 2025	Lab model card

Scores over time

All the scores we have, one dot each, so a model tested at several settings appears more than once.

Reported by the lab in its model card

Source: Labs’ model cards

Labs report it only in system cards

We read the headline results of 522 launch posts from 52 labs, and none of them list this benchmark. Some system cards do, below.

One system card reports it

Besides launch posts, we read the system cards, model cards and technical reports labs publish with a release. They report far more, including safety and frontier-risk tests.

Date	Document	Score	As the document writes it	Section
Apr 1, 2025	Cohere Command A technical report	55.3	Internal SQL Avg. over SQLite, PostgreSQL, MySQL, PL/SQL and T-SQL (Table 14)	Capabilities

Cohere Command A leads with 55.3%

Scores over time

Labs report it only in system cards

One system card reports it

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