| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Crypto accounting | Accounting and close | 0% | 20 of 54 | 36% | 11 | criticized challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 2 | 2 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.1 Fast | 1 | 1 | 0 | 1 | 3 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 1 | 0 | 2 |
Verbatim evidence the judge attached to positive labels.
“Stick to highly rated options like Koinly, ZenLedger, TokenTax” Grok 4.1 Fast · Crypto accounting · negative prompt · first choice
“Best for tax-heavy, detailed filings: ZenLedger or CryptoTaxCalculator.” Perplexity Sonar · Crypto accounting · comparative prompt · alternative
“The free plan of ZenLedger is among the best free crypto tax apps on the market.” Muse Glimmer 30B · Crypto accounting · comparative prompt · alternative
“Best for: DeFi, staking, NFTs (100+ protocols).” Grok 4.1 Fast · Crypto accounting · comparative prompt · alternative
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Mid-market sweet spot: Avoid consumer tools (ZenLedger/Koinly – tax-only, not full accounting).” Grok 4.1 Fast · Crypto accounting · direct prompt · hard negative
“rated poorly by professional accountants because they frequently misclassify complex transactions” Qwen 3.7 Flash · Crypto accounting · negative prompt · soft negative
“ZenLedger (Exercise Caution with Complex DeFi & Conversions)” Gemini 3.5 Flash · Crypto accounting · negative prompt · soft negative
“they are not true double-entry subledgers” Gemini 3.5 Flash · Crypto accounting · budget prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 29 of the 29 answers that named ZenLedger and are not a share of its labels.
136 of the 136 domain citations in answers naming ZenLedger came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read October 5, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 784 | 0 | 2026-03-28 | Crypto accounting, Accounting software | |
| Comparison | 61 | 2 | 2026-08-20 | ||
| News or press | 56 | undated | |||
| Glossary or explainer | 37 | undated | |||
| Template or tool | 6 | undated | |||
| Webinar or virtual event | 2 | undated | |||
| Report or ebook | 2 | undated | |||
| Podcast or video | 2 | undated |
Every page zenledger.io exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read October 5, 2026.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
What ZenLedger's own pages state, read October 5, 2026: zenledger.io, zenledger.io/pricing, zenledger.io/security, zenledger.io/features. A claimed page can correct any of them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when ZenLedger's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as ZenLedger, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for ZenLedger by email, built from the raw record of the edition. It shows: