Thirteen of fourteen models named Carta Equity first on the direct prompt; zero named Eqvista. Both were named by all fourteen models and Carta Equity carries 78 labels and Eqvista 38, 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 cap table management page.
Across every category in the November 2026 Edition, Carta Equity and Eqvista were named in the same answer 112 times, of the 223 answers naming Carta Equity and the 124 naming Eqvista. In those answers Eqvista took the first choice twenty-six times and Carta Equity thirty-five.
| Model | DirectCE | ParaphraseCE | ComparativeCE | Budget-constrainedCE | Scale-constrainedCE | NegativeCE |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | CE | CE | CE | |||
| GPT-5.4 mini | CE | CE | CE | CE | CE | |
| Gemini 3.5 Flash | CE | CE | CE | CE | CE | CE |
| Perplexity Sonar | CE | CE | CE | CE | CE | |
| Grok 4.20 | CE | CE | CE | CE | CE | CE |
| Mistral Small | CE | CE | CE | CE | CE | CE |
| DeepSeek V4 Flash | CE | CE | CE | CE | CE | CE |
| Llama 4 Maverick | CE | CE | CE | |||
| Qwen 3.7 Flash | CE | CE | CE | |||
| Kimi K2 | CE | CE | CE | CE | CE | |
| GLM 4.7 FlashX | CE | CE | CE | CE | CE | CE |
| MiniMax M2.5 | CE | CE | CE | CE | CE | CE |
| GPT-6 Luna | CE | CE | CE | CE | CE | |
| Muse Glimmer 30B | CE | CE | CE | CE | CE |
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. Six of eight in this category shown.
“Carta — Multiple Red Flags... founders are being forced into "cancellation request" meetings with sales reps” DeepSeek V4 Flash · negative prompt · hard negative
“Carta (Proceed with Clear Eyes) ... Aggressive & Opaque Pricing: Carta is notorious for steep price escalations as companies scale.” Gemini 3.5 Flash · negative prompt · soft negative
“powerful, but usually better for companies that can support a higher spend; it also tends to be less transparent on pricing” GPT-5.4 mini · budget prompt · soft negative
“The market leader for mid-to-late stage companies. Strong ecosystem, built-in 409A, liquidity/tender offer execution, and public transfer agent capabilities, though generally the most expensive.” Gemini 3.5 Flash · scale prompt · first choice
“A practical default for a typical mid-sized B2B company in the US is Carta for its breadth, 409A valuation, investor reporting and ecosystem.” Muse Glimmer 30B · paraphrase prompt · first choice
“I would recommend Carta if you're US-centric and have complex equity needs, or EquityList if you have international operations.” MiniMax M2.5 · direct 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.
“though it may provide less ecosystem depth than Carta” Perplexity Sonar · paraphrase prompt · soft negative
“Eqvista offers the most generous free tier (20 stakeholders) and the lowest paid pricing at $2/stakeholder/month” DeepSeek V4 Flash · budget prompt · first choice
“Eqvista - G2's #1 Equity Management Platform, provides comprehensive equity management with expert 409A valuations” Llama 4 Maverick · paraphrase prompt · first choice
“Eqvista stands out as the best cap table management software for companies with a limited budget” Grok 4.20 · 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.