GrindBenchThe daily grind, benchmarked.
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Mercury 3 vs Qwen3.8 Flash

Mercury 3 is ahead on some work, and they tie on the rest. Mercury 3 is the cheaper one, by 1.5×.

GrindBench-PubSec

Mercury 3 is ahead here by 12 points, more than chance explains.

Kind of workMercury 3Qwen3.8 Flash
ATIP redaction11%2%
Procurement evaluation86%83%
Performance analysis54%53%
Bilingual equivalence97%53%

GrindBench-Banking

Too close to call here: their ranges overlap, so on another set of tasks the order could flip.

Kind of workMercury 3Qwen3.8 Flash
Lending & mortgages50%50%
AML & KYC40%10%
Deposits & payments40%50%
Complaints & conduct70%100%
Credit risk60%60%
Capital & liquidity50%40%

Each kind of work here rests on 10 tasks per model, so a single row can easily be 20 points off. A lead of 10 points or more is in bold; read it as a hint, not a result.

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By how much work each got right, and what it costs.