Multi-dialect SQL evaluation (Cohere)

Cohere Command A 55.3% 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 Apr 2025 Data science and SQL Tasks kept private Last in a system card Apr 2025 Last model added Apr 2025

Level: University Undergraduates and entry-level professionals
Scored: Checked automatically A program checks the result against an answer key, unit tests or the expected final state.
Answers: Code A program or patch run against tests.

Paper

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%

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

Labs report it only in system cards

We read the headline results of 479 launch posts from 51 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
1 Apr 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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