Crypto accounting · October 2026 Edition
Bitwave vs Cryptio
Five of fourteen models named Bitwave first on the direct prompt; two named Cryptio. Both were named by all fourteen models and Bitwave carries 45 labels and Cryptio 43, so the shares are not directly comparable.
Named in two categories this edition.
Named in one category this edition.
First-choice share27%9%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate13%12%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#5A position in a field of 14; printed, not drawn.
Labels4543A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Bitwave reading right to left. Rank and label count are printed, not drawn.Ledgible was named alongside these two in eight of the fourteen direct answers. Bitwave vs Cryptoworth · Bitwave vs Breezing · Bitwave vs Koinly
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
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
BitwaveFirst choices, of fourteen modelsCryptio
Direct521 against Bitwave
Paraphrase612 against Bitwave · 1 against Cryptio
Comparative64
Budget-constrained003 against Bitwave · 4 against Cryptio
Scale-constrained42
Negative11
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Across every category in the October 2026 Edition, Bitwave and Cryptio were named in the same answer 113 times, of the 159 answers naming Bitwave and the 137 naming Cryptio. In those answers Cryptio took the first choice nine times and Bitwave thirty-eight.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Bitwave and Cryptio stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | | |||
| GPT-5.4 mini | | | ||||
| Gemini 3.5 Flash | | | | | ||
| Perplexity Sonar | | | | | ||
| Grok 4.1 Fast | | | | | | |
| 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 | | | | |
Bitwave Cryptio first choice named as an alternative argued againstblank: not namedEach cell is one answer, Bitwave on the left and Cryptio on the right.The direct prompt
The plain question, one answer per model, grouped by where Bitwave and Cryptio stood in it.
Bitwave first, Cryptio an alternative
5 of 14 modelsCryptio was named in the answer but not as the choice, or not at all.Gemini 3.5 FlashBitwave alternatives: Cryptio, Cryptoworth, TRES Finance
Grok 4.1 FastBitwave alternatives: Cryptio, Cryptoworth
DeepSeek V4 FlashBitwave alternatives: Cryptio, Cryptoworth, Ledgible
GLM 4.7 FlashXBitwave alternatives: CoinTracker, Cryptio, Cryptoworth, Ledgible
GPT-6 LunaBitwave alternatives: Cryptio, Ledgible
Cryptio first, Bitwave an alternative
2 of 14 modelsBitwave was named in the answer but not as the choice, or not at all.GPT-5.4 miniCryptio alternatives: Bitwave, SoftLedger
Perplexity SonarCryptio alternatives: Bitwave, CryptaCount, Ledgible, TRES Finance
Neither was the first choice, one was named
4 of 14 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5Cryptoworth alternatives: Bitwave, Breezing, Cryptio
Qwen 3.7 FlashCryptaCount alternatives: Bitwave
Kimi K2Cryptoworth, Ledgible alternatives: Bitwave, TRES Finance
Muse Glimmer 30BCryptoworth alternatives: Bitwave, Cryptio, Ledgible
Neither was named
3 of 14 modelsThe answer made no first choice from these two in this category.Mistral SmallCryptoworth alternatives: CryptaCount
Llama 4 MaverickCryptaCount alternatives: Ledgible
MiniMax M2.5CryptaCount, Ledgible alternatives: Node40
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
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Mid-marketThe figures above
Enterprise
Bitwave leads by forty-three points.
Bitwave57%#1 of 11Cryptio14%#2 of 11What the models said about Bitwave
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Bitwave (custom quote, enterprise only)” DeepSeek V4 Flash · budget prompt · hard negative
“such as Bitwave (starting at ~$5,000/month) ... are designed for enterprises and are far too expensive for startups or small-to-medium businesses” Gemini 3.5 Flash · budget prompt · soft negative
“positioned for larger/regulated firms—might be overkill/pricey (quote-based) for mid-sized” Grok 4.1 Fast · paraphrase prompt · soft negative
“Bitwave is the strongest choice if your business needs controlled digital-asset accounting across wallets, exchanges, entities, and ledgers” Muse Glimmer 30B · comparative prompt · first choice
“Bitwave (Strongest overall for mid-market B2B) ... Why #1 pick? Balances power and usability for B2B ops without excessive complexity.” Grok 4.1 Fast · direct prompt · first choice
“Bitwave or SoftLedger are the top recommendations due to their scalability, ERP integrations, and focus on mid-market needs” Mistral Small · paraphrase prompt · first choice
What the models said about Cryptio
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 on a Tight Budget (Enterprise tools) - Cryptio (starts ~$449/mo)” DeepSeek V4 Flash · budget prompt · hard negative
“Cryptio (starting at ~$449/month)—are designed for enterprises and are far too expensive for startups or small-to-medium businesses” Gemini 3.5 Flash · budget prompt · soft negative
“typically start at higher price points (often $49/mo+ or enterprise-only contracts)” Qwen 3.7 Flash · budget prompt · soft negative
“Enterprise-grade subledgers like Bitwave or Cryptio, which offer audit support, DeFi classification, and ERP integrations.” Mistral Small · negative prompt · first choice
“Use an enterprise sub-ledger like Cryptio, Bitwave, Lukka, Ledgible or TRES when you need GAAP/IFRS journal entries” Muse Glimmer 30B · comparative prompt · first choice
“Choose Ledgible or Cryptio if: You run a business, hold significant assets, need to reconcile accounts monthly” Qwen 3.7 Flash · comparative prompt · first choice
Also compared
Bitwave vs CryptoworthBitwave vs BreezingBitwave vs KoinlyBitwave vs LedgibleBitwave vs CoinLedgerBitwave vs SoftLedgerCryptoworth vs CryptioBreezing vs CryptioKoinly vs CryptioCryptio vs LedgibleCryptio vs CoinLedgerCryptio vs SoftLedgerAll twenty-eight head-to-head pages and the full crypto accounting standing
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.