Five of fourteen models named Bitwave first on the direct prompt; eight named Cryptoworth. Bitwave was named by fourteen of the fourteen models and Cryptoworth by thirteen and Bitwave carries 61 labels and Cryptoworth 46, so the shares are not directly comparable.
Named in two 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 crypto accounting page.
Across every category in the November 2026 Edition, Bitwave and Cryptoworth were named in the same answer 114 times, of the 191 answers naming Bitwave and the 130 naming Cryptoworth. In those answers Cryptoworth took the first choice sixteen times and Bitwave thirty-nine.
| 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 |
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.
“What to Avoid ... Bitwave (custom pricing) ... overkill for limited budgets” Kimi K2 · budget prompt · hard negative
“Avoid enterprise tools such as Bitwave, Cryptio, and TRES” Perplexity Sonar · budget prompt · hard negative
“Enterprise-grade subledgers (like Bitwave, Cryptio, or TRES Finance) can cost thousands of dollars per month.” Gemini 3.5 Flash · budget prompt · soft negative
“Bitwave and Cryptio are strongest candidates when audit trails, GAAP/IFRS reporting, ERP integration, internal controls, and multi-entity accounting matter most.” Perplexity Sonar · comparative prompt · first choice
“Bitwave | Broadest accounting-method and integration coverage | 80+ blockchains, NetSuite/Sage/QuickBooks integrations, SOC 1 & 2” DeepSeek V4 Flash · scale prompt · first choice
“Bitwave is the most frequently cited first-choice for a mid-market B2B needing enterprise-grade audit-ready reporting” Muse Glimmer 30B · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“multiple hard negative reviews citing issues with reliability and speed” Mistral Small · negative prompt · hard negative
“paid plans reportedly begin around $285/month, making it better for a growing business than a very small operation” Perplexity Sonar · budget prompt · soft negative
“Most enterprise vendors—including Bitwave, Cryptio, Cryptoworth, and others—use custom pricing” Perplexity Sonar · negative prompt · soft negative
“Cryptoworth sits comfortably in the mid-market: more accessible than Bitwave, more accounting-complete than a tax app, and is suitable for mid-market companies” Claude Haiku 4.5 · direct prompt · first choice
“For most mid-sized B2B companies, Cryptoworth offers the best balance of features, pricing, and ease of integration.” GLM 4.7 FlashX · paraphrase prompt · first choice
“If you need a purpose-built mid-market solution with strong GL sync and multi-entity support: Cryptoworth.” GLM 4.7 FlashX · direct 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.