ValueCore vs Cuvama
Six of fourteen models named ValueCore first on the direct prompt; zero named Cuvama. ValueCore was named by twelve of the fourteen models and Cuvama by thirteen and ValueCore carries 27 labels and Cuvama 25, so the shares are not directly comparable.
ValueCore
accepted challengerNamed 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.
By framing
Across every category in the November 2026 Edition, ValueCore and Cuvama were named in the same answer forty-four times, of the 74 answers naming ValueCore and the 71 naming Cuvama. In those answers Cuvama took the first choice one time and ValueCore five.
Every model, every framing
| Model | DirectVA | ParaphraseVA | ComparativeVA | Budget-constrainedVA | Scale-constrainedVA | NegativeVA |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | |||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | VA | VA | ||||
| Perplexity Sonar | VA | VA | VA | |||
| Grok 4.20 | VA | VA | VA | |||
| Mistral Small | VA | | ||||
| DeepSeek V4 Flash | VA | | | VA | | |
| Llama 4 Maverick | VA | |||||
| Qwen 3.7 Flash | | | ||||
| Kimi K2 | | VA | VA | |||
| GLM 4.7 FlashX | VA | VA | ||||
| MiniMax M2.5 | | |||||
| GPT-6 Luna | | VA | ||||
| Muse Glimmer 30B | VA | VA |
CuvamaVA first choiceVA named as an alternativeVA argued againstblank: not namedEach cell is one answer, ValueCore on the left and Cuvama on the right.The direct prompt
ValueCore first, Cuvama an alternative
6 of 14 modelsCuvama was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
3 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
5 of 14 modelsThe answer made no first choice from these two in this category.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.
By buyer segment
Cuvama0%#12 of 13Cuvama6%#4 of 13What the models said about ValueCore
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“ValueCore | Not published | Requires scheduling a call just to get pricing” DeepSeek V4 Flash · budget prompt · hard negative
“I recommend ValueCore (formerly VisualizeROI) as the top choice for an ROI calculator and business case platform.” Grok 4.20 · paraphrase prompt · first choice
“ValueCore is widely recognized as the best value selling tool specifically for mid-market B2B companies” Mistral Small · direct prompt · first choice
“For most mid-market B2B companies, ValueCore (formerly VisualizeROI) is the best value-selling tool.” GLM 4.7 FlashX · direct prompt · first choice
What the models said about Cuvama
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“graduate to Symbe or Cuvama for more sophisticated business case building” DeepSeek V4 Flash · budget prompt · soft negative
“The market leaders in this space right now are Mediafly, Cuvama, and ValueNavigator (ROI Selling)” DeepSeek V4 Flash · scale prompt · first choice
“or Cuvama (due to its modern AI-native approach to discovery)” DeepSeek V4 Flash · comparative prompt · first choice
“Overall Best Fit for Mid-Sized B2B: Cuvama” DeepSeek V4 Flash · 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.