Across 43 shared benchmarks, Gemini 3.1 Pro scores higher on 34 and Inkling on 9. The widest gap is critpt, where Gemini 3.1 Pro scores 17.7 against 5.4. Inkling is the cheaper of the two on tracked API pricing ($1.00 against $2.00 per million input tokens).
Best tracked score per model per benchmark (default configuration; source-attributed). ↓ marks lower-is-better metrics. Open either model for its full surface, provenance and pricing. Quoted rates are the price-setter row we currently track for each model — its direct or vendor-official listing where one exists (direct, direct), otherwise the lowest tracked offer.