Zero of fourteen models named Wingspan first on the direct prompt; zero named QuickBooks Contractor Payments. Wingspan was named by nine of the fourteen models and QuickBooks Contractor Payments by twelve and Wingspan carries 15 labels and QuickBooks Contractor Payments 17, so the shares are not directly comparable.
Named in one category this edition.
Named in one category 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 contractor payments page.
Across every category in the October 2026 Edition, Wingspan and QuickBooks Contractor Payments were named in the same answer thirteen times, of the 44 answers naming Wingspan and the 47 naming QuickBooks Contractor Payments. In those answers QuickBooks Contractor Payments took the first choice one time and Wingspan zero.
| 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. Three of four in this category shown.
“or Wingspan if your focus is specifically on contractor management with strong ERP integrations. Both offer the scalability mid-sized companies need” MiniMax M2.5 · paraphrase prompt · first choice
“Wingspan is the most purpose-built fit” Muse Glimmer 30B · paraphrase prompt · first choice
“Top Pick: Wingspan” Kimi K2 · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“you have outgrown SMB tools like Gusto or basic QuickBooks” Gemini 3.5 Flash · direct prompt · soft negative
“the best fit is usually QuickBooks if you already need accounting, invoices, and 1099 filing in one place” Perplexity Sonar · budget prompt · first choice
“best value pick is usually QuickBooks Contractor Payments” GPT-5.4 mini · budget prompt · first choice
“QuickBooks Contractor Payments (Best Overall Value)” Qwen 3.7 Flash · 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.