Four of twelve models named Numeric first on the direct prompt; two named Trintech Adra. Numeric was named by ten of the twelve models and Trintech Adra by eleven and Numeric carries 28 labels and Trintech Adra 22, so the shares are not directly comparable.
Named in three categories this edition.
Named in three categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the account reconciliation page.
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Modern, fast, transaction-level visibility + reasonable pricing → Numeric (especially on NetSuite/Sage Intacct)” DeepSeek V4 Flash · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Trintech Adra — The dedicated mid-market close platform, though with longer implementation timelines.” DeepSeek V4 Flash · paraphrase prompt · soft negative
“Vendors commonly positioned for your segment include Adra by Trintech, FloQast, and Numeric” DeepSeek V4 Flash · scale prompt · first choice
“Adra by Trintech if you want *more direct reconciliation automation with stronger controls*” Perplexity Sonar · paraphrase prompt · first choice
“Trintech Adra is often highlighted as the *top choice for mid-market*” MiniMax M2.5 · direct prompt · first choice
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.