Zero of fourteen models named The ROI Shop first on the direct prompt; zero named ValueNavigator. The ROI Shop was named by eleven of the fourteen models and ValueNavigator by nine and The ROI Shop carries 16 labels and ValueNavigator 10, 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.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | VA | |||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | VA | |||||
| Mistral Small | VA | |||||
| DeepSeek V4 Flash | VA | VA | ||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | VA | |||||
| MiniMax M2.5 | VA | |||||
| 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. Five of six in this category shown.
“faster to deploy but with less governance and limited post-sale functionality” Perplexity Sonar · comparative prompt · soft negative
“A narrower fit if you don't need a full value-selling workflow.” GPT-6 Luna · comparative prompt · soft negative
“If you want reps to own ROI creation with light oversight: The ROI Shop / ValueNavigator — strong governance with field usability.” Muse Glimmer 30B · paraphrase prompt · first choice
“Best Overall for Sales-Led Mid-Market Deals: Minoa or The ROI Shop” Gemini 3.5 Flash · paraphrase prompt · first choice
“The ROI Shop would be the strongest default recommendation” Perplexity Sonar · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“If you want reps to own ROI creation with light oversight: The ROI Shop / ValueNavigator — strong governance with field usability.” Muse Glimmer 30B · paraphrase prompt · first choice
“I'd recommend starting with ValueNavigator or LeveragePoint if you need the most defensible business cases” Claude Haiku 4.5 · paraphrase prompt · first choice
“The market leaders in this space right now are Mediafly, Cuvama, and ValueNavigator (ROI Selling)” DeepSeek V4 Flash · scale 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.