Zero of fourteen models named Gaviti first on the direct prompt; zero named Chaser. Gaviti was named by ten of the fourteen models and Chaser by ten and Gaviti carries 18 labels and Chaser 27, so the shares are not directly comparable.
Named in six categories this edition.
Named in seven 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 October 2026 Edition, Gaviti and Chaser were named in the same answer thirty-six times, of the 137 answers naming Gaviti and the 225 naming Chaser. In those answers Chaser took the first choice six times and Gaviti 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 4.1 Fast | ||||||
| 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. Two of two in this category shown.
“Most vendors (including Quadient AR/YayPay, Billtrust, Gaviti, Sidetrade) publish no pricing at all” Kimi K2 · negative prompt · soft negative
“Limitations | Performance issues with large data volumes, limited report customization” Kimi K2 · comparative prompt · soft negative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“specialist tool like Chaser or Upflow—but those typically start at $75–150/month, which may exceed a limited budget” DeepSeek V4 Flash · budget prompt · soft negative
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.