Two of fourteen models named The ROI Shop first on the direct prompt; two named LeveragePoint. The ROI Shop was named by ten of the fourteen models and LeveragePoint by eight and The ROI Shop carries 18 labels and LeveragePoint 12, 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 value selling tools page.
Across every category in the October 2026 Edition, The ROI Shop and LeveragePoint were named in the same answer five times, of the 51 answers naming The ROI Shop and the 31 naming LeveragePoint. In those answers LeveragePoint took the first choice zero times and The ROI Shop one.
| 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.
“Choose Minoa or The ROI Shop ... if you are selling high-contract-value B2B software/services and need a sales-first tool” Gemini 3.5 Flash · budget prompt · first choice
“ValueCore and The ROI Shop are particularly noted for their flexibility and sales-focused features” Mistral Small · paraphrase prompt · first choice
“or The ROI Shop if your immediate pain point is inconsistent messaging across your sales team” Qwen 3.7 Flash · 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.
“enterprise-focused pricing and complexity” DeepSeek V4 Flash · direct prompt · soft negative
“mid-market teams that want a purpose-built quantification engine with collaborative Value Models often start with LeveragePoint” Muse Glimmer 30B · direct prompt · first choice
“my mid-market pick is LeveragePoint for a team building a repeatable value-selling process” GPT-6 Luna · direct prompt · first choice
“Choose LeveragePoint if you want to align product, pricing, and sales teams around a unified value narrative.” Kimi K2 · comparative prompt · alternative
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.