Zero of twelve models named Joiin first on the direct prompt; four named Planful. Joiin was named by nine of the twelve models and Planful by twelve and Joiin carries 15 labels and Planful 28, so the shares are not directly comparable.
Named in three categories this edition.
Named in nine 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 consolidation page.
| 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. Three of four in this category shown.
“Joiin – Best overall for small-to-midsize firms needing a balance of ease of use, multi-currency support, and a low price point.” GLM 4.7 FlashX · budget prompt · first choice
“For the most limited budgets, starting with Joiin at $19/month or free options like Zoho Books would be the best starting point” MiniMax M2.5 · budget prompt · first choice
“starting with Centage ... or Joiin (if you need flexible, cost-effective multi-entity consolidation)” DeepSeek V4 Flash · budget 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.
“Avoid these if you have a limited budget.” Kimi K2 · budget prompt · hard negative
“Planful - a comprehensive financial performance management platform that streamlines planning, budgeting, and reporting.” Llama 4 Maverick · budget 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.