SQL · 4 checks · max 500 tokens · benched 2026-09-16
Minimax models side by side on "Products over 100 units with HAVING": MiniMax M3 scores 10/10; MiniMax M3 is the cheapest answer scoring 8+ at $0.13 per 1,000 runs. Outputs, checks, judge reasons, latency and cost.
System
You are a database engineer. Reply with a single SQL statement and nothing else.
User
Tables: products(id, name) and order_items(product_id, quantity). Write one standard SQL query that lists product names whose total quantity sold across all order_items is greater than 100. Filter the aggregate with a HAVING clause.
Rubric for the judge: Join, SUM(quantity), GROUP BY product, HAVING > 100; returns names only; no WHERE on the aggregate.
Every cell is one OpenRouter call at temperature 0 with the prompt's token cap and reasoning effort "low" where the model supports it. Cost is usage × the catalogue rate in models.json. Quality is one judge call to anthropic/claude-haiku-4.5 against the prompt's rubric, cached per prompt version.
minimax/minimax-m3
233 in · 76 out (38 reasoning) · 19 words · checks 4/4
SELECT p.name FROM products p JOIN order_items o ON p.id = o.product_id GROUP BY p.name HAVING SUM(o.quantity) > 100;
Judge: Query correctly joins tables, groups by product name, uses SUM(quantity) in HAVING clause without WHERE on aggregate, and returns only product names as required.
minimax/minimax-m2.7
77 in · 268 out (226 reasoning) · 20 words · checks 4/4
SELECT p.name FROM products p JOIN order_items oi ON p.id = oi.product_id GROUP BY p.id, p.name HAVING SUM(oi.quantity) > 100;
Judge: Query correctly joins tables, groups by product, uses HAVING with SUM(quantity) > 100 filter, returns names only, and contains no WHERE clause on the aggregate.
minimax/minimax-m2.5
79 in · 235 out (189 reasoning) · 20 words · checks 4/4
SELECT p.name FROM products p JOIN order_items oi ON p.id = oi.product_id GROUP BY p.id, p.name HAVING SUM(oi.quantity) > 100;
Judge: Query correctly joins tables, groups by product, uses HAVING with SUM(quantity) > 100 filter, returns names only, and contains no WHERE clause on the aggregate.
SQL: Join, SUM(quantity), GROUP BY product, HAVING > 100; returns names only; no WHERE on the aggregate. The deterministic checks are regex, regex, regex, regex.
If the judge's bar of 8/10 is good enough for you, MiniMax M3 at $0.13 per 1,000 runs. If you need the top score, MiniMax M3 at $0.13 per 1,000 runs.
Run it yourself
Re-run this prompt on Minimax with your own OpenRouter key, or tweak the wording and see what changes.
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