Koinly vs CoinLedger
Zero of fourteen models named Koinly first on the direct prompt; zero named CoinLedger. Koinly was named by fourteen of the fourteen models and CoinLedger by thirteen and Koinly carries 42 labels and CoinLedger 29, 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 crypto accounting page.
By framing
KoinlyFirst choices, of fourteen modelsCoinLedger
Across every category in the November 2026 Edition, Koinly and CoinLedger were named in the same answer sixty-four times, of the 107 answers naming Koinly and the 74 naming CoinLedger. In those answers CoinLedger took the first choice two times and Koinly thirteen.
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 | | |
Koinly CoinLedger first choice named as an alternative argued againstblank: not namedEach cell is one answer, Koinly on the left and CoinLedger on the right.The direct prompt
Neither was named
14 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
Koinly10%#3 of 12CoinLedger3%#8 of 12Koinly0%#11 of 11CoinLedger0%#10 of 11What the models said about Koinly
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Koinly, CoinLedger, CoinTracker, ZenLedger, and similar products may work for individual tax reporting, but they generally are not substitutes for a business general ledger” Perplexity Sonar · negative prompt · soft negative
“Multiple users across platforms (including Koinly and CryptoTaxCalculator) report: Slow or non-existent support responses” Kimi K2 · negative prompt · soft negative
“Caution: Use Koinly for basic reporting, but be prepared to spend significant time auditing the data to ensure accuracy.” GLM 4.7 FlashX · negative prompt · soft negative
“Koinly offers a free plan with support for up to 10,000 transactions and over 700 connections... making it an excellent starting point.” Claude Haiku 4.5 · budget prompt · first choice
“For a company with a limited budget, Koinly stands out as one of the best options among crypto accounting/tax platforms.” Grok 4.20 · budget prompt · first choice
“High ratings (~4.5–4.7 on Trustpilot with 2,000+ reviews). Praised for ease, multi-wallet syncing, and tax reports.” Grok 4.20 · negative prompt · first choice
What the models said about CoinLedger
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Accuracy & Support Issues ... Users report significant calculation errors” Kimi K2 · negative prompt · hard negative
“In late 2025, CoinLedger experienced a security incident involving one of its analytics vendors (Mixpanel).” GLM 4.7 FlashX · negative prompt · soft negative
“may work for individual tax reporting, but they generally are not substitutes for a business general ledger” Perplexity Sonar · negative prompt · soft negative
“Start with CoinLedger if you want a truly free plan with live chat, CPA-ready exports, and strong audit support.” GLM 4.7 FlashX · comparative prompt · first choice
“CoinLedger ⭐ Best Overall Value ... Start with CoinLedger's free plan” GLM 4.7 FlashX · budget prompt · first choice
“Similar to Koinly; unlimited plans ~$199–$299. Good for high-volume but pay-per-report model keeps it cheap initially.” Grok 4.20 · budget prompt · alternative
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.