Zero of fourteen models named Kolleno first on the direct prompt; zero named Chaser. Kolleno was named by nine of the fourteen models and Chaser by eleven and Kolleno carries 11 labels and Chaser 18, so the shares are not directly comparable.
Named in five 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.
Across every category in the November 2026 Edition, Kolleno and Chaser were named in the same answer thirty-eight times, of the 96 answers naming Kolleno and the 194 naming Chaser. In those answers Chaser took the first choice thirteen times and Kolleno five.
| 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. Three of three in this category shown.
“most specialized AR tools (like Chaser or Kolleno) start at $259+/month” DeepSeek V4 Flash · budget prompt · soft negative
“The recommended collections management tool for a mid-sized B2B company is Kolleno” Llama 4 Maverick · paraphrase prompt · first choice
“Start with Kolleno or Upflow for most mid-sized B2B companies.” Kimi K2 · paraphrase 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.