Zero of fourteen models named Zoho Books first on the direct prompt; zero named Chaser. Zoho Books was named by eleven of the fourteen models and Chaser by eleven and Zoho Books carries 12 labels and Chaser 18, so the shares are not directly comparable.
Named in seventeen categories this edition.
Named in eight categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen 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 accounts receivable automation 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 4.20 | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
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.
“My top recommendation: For a company with a limited budget, Zoho Books (free to $20/month) offers the best combination of affordability and solid AR automation features.” DeepSeek V4 Flash · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“or *Chaser* (which typically starts >$200/mo) if your primary constraint is a limited budget” Qwen 3.7 Flash · budget prompt · hard negative
“most specialized AR tools (like Chaser or Kolleno) start at $259+/month” DeepSeek V4 Flash · budget prompt · soft negative
“Chaser or Upflow are the two most frequently chosen in recent Gartner / Forrester peer‑review reports” MiniMax M2.5 · paraphrase 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.