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Crypto accounting · November 2026 Edition

Bitwave vs SoftLedger

Five of fourteen models named Bitwave first on the direct prompt; one named SoftLedger. Bitwave was named by fourteen of the fourteen models and SoftLedger by eleven and Bitwave carries 61 labels and SoftLedger 18, so the shares are not directly comparable.

Bitwave

endorsed leader

Named in two categories this edition.

SoftLedger

accepted challenger

Named in three categories this edition.

First-choice share33%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate10%6%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#6A position in a field of 13; printed, not drawn.
Labels6118A 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.Cryptoworth was named alongside these two in twelve of the fourteen direct answers. Bitwave vs Cryptoworth · Bitwave vs Breezing · Bitwave vs Cryptio

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 modelsSoftLedger
Direct51
Paraphrase81
Comparative20
Budget-constrained004 against Bitwave · 1 against SoftLedger
Scale-constrained30
Negative002 against Bitwave
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 November 2026 Edition, Bitwave and SoftLedger were named in the same answer fifty-seven times, of the 191 answers naming Bitwave and the 72 naming SoftLedger. In those answers SoftLedger took the first choice six times and Bitwave sixteen.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Bitwave and SoftLedger stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
Bitwave SoftLedger first choice named as an alternative argued againstblank: not namedEach cell is one answer, Bitwave on the left and SoftLedger on the right.

The direct prompt

The plain question, one answer per model, grouped by where Bitwave and SoftLedger stood in it.

Bitwave first, SoftLedger an alternative

5 of 14 modelsSoftLedger was named in the answer but not as the choice, or not at all.
Gemini 3.5 FlashBitwave alternatives: Cryptio, Cryptoworth, TRES Finance
Grok 4.20Bitwave alternatives: Cryptio, Cryptoworth, SoftLedger
Mistral SmallBitwave, Cryptio alternatives: Cryptoworth
Qwen 3.7 FlashBitwave alternatives: Cryptio, TRES Finance
GPT-6 LunaBitwave alternatives: Cryptio

SoftLedger first, Bitwave an alternative

1 of 14 modelsBitwave was named in the answer but not as the choice, or not at all.
Kimi K2SoftLedger alternatives: Bitwave, Cryptoworth

Neither was the first choice, one was named

8 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Claude Haiku 4.5Cryptoworth alternatives: Bitwave, Breezing, Sage Intacct, SoftLedger
GPT-5.4 miniCryptoworth alternatives: Bitwave, Cryptio, SoftLedger
Perplexity SonarCryptoworth alternatives: Bitwave, Ledgible, TRES Finance
DeepSeek V4 FlashCryptoworth alternatives: Bitwave, Cryptio, Ledgible
Llama 4 MaverickCryptoworth alternatives: Bitwave, Cryptio
GLM 4.7 FlashXCryptoworth alternatives: Bitwave, Breezing, Cryptio, Ledgible
MiniMax M2.5Cryptoworth alternatives: Bitwave, Breezing, Cryptio
Muse Glimmer 30BCryptoworth alternatives: Bitwave, Cryptio

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
Bitwave leads by five points.
Bitwave7%#5 of 12
SoftLedger2%#10 of 12
The full small business standing →
Mid-marketThe figures above
Bitwave leads by twenty-nine points.
Bitwave33%#1 of 13
SoftLedger4%#6 of 13
The full mid-market standing →
Enterprise
Bitwave leads by sixty-two points.
Bitwave66%#1 of 11
SoftLedger4%#3 of 11
The full enterprise standing →

What 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.

“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

What the models said about SoftLedger

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.

“What to Avoid ... SoftLedger ($749/mo) ... overkill for limited budgets” Kimi K2 · budget prompt · hard negative
“For a typical mid-sized B2B company, I'd suggest starting with SoftLedger” MiniMax M2.5 · paraphrase prompt · first choice
“SoftLedger ⭐ Best Overall for Mid-Market” Kimi K2 · direct prompt · first choice
“SoftLedger takes a fundamentally different approach: it *is* the accounting system, designed for crypto-native companies” Claude Haiku 4.5 · direct prompt · alternative
Also compared

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.