jamba-large-1.6 vs ministral-8b-latest

Capability for the money

ministral-8b-latest is 23.3× cheaper than jamba-large-1.6 and scores higher on every benchmark they share — there is no case for paying more here.

1. Coding

   writing and fixing code

   LiveCodeBench
   jamba-large-1.617.2%

   ministral-8b-latest30.3%

   ministral-8b-latest +13.1

2. Hard reasoning

   graduate-level science and multi-step analysis

   GPQA Diamond
   jamba-large-1.638.7%

   ministral-8b-latest47.1%

   ministral-8b-latest +8.4

Averaged over the benchmarks both models sat, ministral-8b-latest returns 258.0 points of pass rate per dollar of blended price against 8.0 — the ratio that decides whether the dearer model earns its rate.

Each figure is a pass rate: the share of that test set the model answered correctly, measured by a third party rather than self-reported by the lab. Rows are different tests of different difficulty, so compare a model against the other model, not one row against the next. No published following instructions or tool use score for one of these models, so those lenses are omitted. And a benchmark is not your workload — it narrows the shortlist, it does not pick for you.