One of twelve models named BlackLine first on the direct prompt; one named Trintech Adra. Both were named by all twelve models and BlackLine carries 50 labels and Trintech Adra 23, so the shares are not directly comparable.
Named in twelve 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 financial close management page.
Across every category in the September 2026 Edition, BlackLine and Trintech Adra were named in the same answer fifty times, of the 377 answers naming BlackLine and the 66 naming Trintech Adra. In those answers Trintech Adra took the first choice three times and BlackLine nine.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 |
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. Five of five in this category shown.
“BlackLine specifically has faced: Implementation difficulties and long integration processes... Complexity and clunky admin interfaces” MiniMax M2.5 · negative prompt · hard negative
“What to Avoid on a Tight Budget ... Built for large enterprises with dedicated admin teams; ~6-month rollout” DeepSeek V4 Flash · budget prompt · hard negative
“What to Avoid for Mid-Market - BlackLine and Workiva ... generally overkill for mid-market” DeepSeek V4 Flash · direct prompt · hard negative
“BlackLine - The Enterprise Standard ... Deepest close-management feature set with AI-based journal risk scoring” Kimi K2 · comparative prompt · first choice
“Best for large enterprises with audit-heavy close requirements. It offers the deepest close-management feature set” Mistral Small · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Adra by Trintech (steep learning curve, best for mature finance teams)” Mistral Small · negative prompt · soft negative
“1. Adra by Trintech: Best for mid-market teams with high-volume transaction matching needs.” Llama 4 Maverick · direct prompt · first choice
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.