Ledgy vs Fidelity Private Shares
Two of fourteen models named Ledgy first on the direct prompt; zero named Fidelity Private Shares. Ledgy was named by fourteen of the fourteen models and Fidelity Private Shares by twelve and Ledgy carries 56 labels and Fidelity Private Shares 17, so the shares are not directly comparable.
Named in three categories 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.
By framing
LedgyFirst choices, of fourteen modelsFidelity Private Shares
Across every category in the November 2026 Edition, Ledgy and Fidelity Private Shares were named in the same answer twenty-nine times, of the 151 answers naming Ledgy and the 40 naming Fidelity Private Shares. In those answers Fidelity Private Shares took the first choice four times and Ledgy zero.
Every model, every framing
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | ||||
| GPT-5.4 mini | | | ||||
| Gemini 3.5 Flash | | | | | | |
| Perplexity Sonar | | | | | ||
| Grok 4.20 | | | | | | |
| 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 | | | | |
Ledgy Fidelity Private Shares first choice named as an alternative argued againstblank: not namedEach cell is one answer, Ledgy on the left and Fidelity Private Shares on the right.The direct prompt
Ledgy first, Fidelity Private Shares not the choice
2 of 14 modelsFidelity Private Shares was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
10 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
2 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
Fidelity Private Shares5%#5 of 12Ledgy0%#8 of 12Ledgy9%#3 of 11Fidelity Private Shares5%#5 of 11Ledgy4%#6 of 10Fidelity Private Shares0%#– of 10What the models said about Ledgy
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“lean toward Capboard or Ledgy (though Ledgy is pricier)” Grok 4.20 · budget prompt · soft negative
“the most recommended equity management platforms are Ledgy and Carta” Mistral Small · paraphrase prompt · first choice
“the top recommended platforms are Ledgy, Eqvista, and Capboard” Qwen 3.7 Flash · paraphrase prompt · first choice
“two platforms consistently rank at the top: Carta and Ledgy” Qwen 3.7 Flash · direct prompt · first choice
What the models said about Fidelity Private Shares
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Fidelity Private Shares is the best free cap table tool for most early-stage founders in 2026” Muse Glimmer 30B · budget prompt · first choice
“For most early-stage founders, Fidelity Private Shares is the best free option” Mistral Small · budget prompt · first choice
“### 1. Fidelity Private Shares (Best Overall Free Option)” GLM 4.7 FlashX · 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.