# Crypto accounting: what AI models recommend, November 2026

Gane Index, November 2026 Edition. Asked as "crypto accounting platform" and as "digital asset subledger", six framings each, to fourteen models with search on, on behalf of a mid-market B2B company. Added to the November 2026 Edition. Page: https://www.gane.ai/index/finance/accounting/crypto-accounting

**Standing:** Bitwave leads with 33% of first choices; verdict contested. 48 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Bitwave](https://www.gane.ai/index/finance/vendors/bitwave/index.md) | 33% | 10% | 61 |
| 2 | [Cryptoworth](https://www.gane.ai/index/finance/vendors/cryptoworth/index.md) | 25% | 9% | 46 |
| 3 | [Breezing](https://www.gane.ai/index/finance/vendors/breezing/index.md) | 15% | 0% | 17 |
| 4 | [Cryptio](https://www.gane.ai/index/finance/vendors/cryptio/index.md) | 8% | 15% | 52 |
| 5 | [Koinly](https://www.gane.ai/index/finance/vendors/koinly/index.md) | 8% | 24% | 42 |
| 6 | [SoftLedger](https://www.gane.ai/index/finance/vendors/softledger/index.md) | 4% | 6% | 18 |
| 7 | [CoinLedger](https://www.gane.ai/index/finance/vendors/coinledger/index.md) | 2% | 17% | 29 |
| 10 | [Ledgible](https://www.gane.ai/index/finance/vendors/ledgible/index.md) | 0% | 9% | 22 |
| 11 | [TRES Finance](https://www.gane.ai/index/finance/vendors/tres-finance/index.md) | 0% | 23% | 22 |
| 12 | [TokenTax](https://www.gane.ai/index/finance/vendors/tokentax/index.md) | 0% | 9% | 11 |
| 13 | [Lukka](https://www.gane.ai/index/finance/vendors/lukka/index.md) | 0% | 20% | 10 |
| 14 | [CoinTracker](https://www.gane.ai/index/finance/vendors/cointracker/index.md) | 0% | 33% | 24 |

Rank is by share of first choices among all 61 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: Cryptoworth; alternatives Bitwave, Breezing, Sage Intacct, SoftLedger
- GPT-5.4 mini: Cryptoworth; alternatives Bitwave, Cryptio, SoftLedger
- Gemini 3.5 Flash: Bitwave; alternatives Cryptio, Cryptoworth, TRES Finance
- Perplexity Sonar: Cryptoworth; alternatives Bitwave, Ledgible, TRES Finance
- Grok 4.20: Bitwave; alternatives Cryptio, Cryptoworth, SoftLedger
- Mistral Small: Bitwave, Cryptio; alternatives Cryptoworth
- DeepSeek V4 Flash: Cryptoworth; alternatives Bitwave, Cryptio, Ledgible
- Llama 4 Maverick: Cryptoworth; alternatives Bitwave, Cryptio
- Qwen 3.7 Flash: Bitwave; alternatives Cryptio, TRES Finance
- Kimi K2: SoftLedger; alternatives Bitwave, Cryptoworth
- GLM 4.7 FlashX: Cryptoworth; alternatives Bitwave, Breezing, Cryptio, Ledgible
- MiniMax M2.5: Cryptoworth; alternatives Bitwave, Breezing, Cryptio
- GPT-6 Luna: Bitwave; alternatives Cryptio
- Muse Glimmer 30B: Cryptoworth; alternatives Bitwave, Cryptio

## Sources the answers cite

77 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- coinledger.io: 39 answers, 45 citations
- cryptoworth.com: 38 answers, 83 citations
- g2.com: 33 answers, 49 citations
- fitsmallbusiness.com: 33 answers, 33 citations
- bitwave.io: 31 answers, 65 citations
- breezing.io: 27 answers, 44 citations
- ridgewayfs.com: 18 answers, 18 citations
- tres.finance: 17 answers, 26 citations

Pages named in the most answers:

- https://coinledger.io/tools/best-crypto-accounting-software (38 answers)
- https://fitsmallbusiness.com/best-cryptocurrency-accounting-software (33 answers)
- https://breezing.io/blog/best-crypto-accounting-subledger-tools (20 answers)
- https://ridgewayfs.com/crypto-accounting-software-comparison (18 answers)
- https://cryptoworth.com/blog/the-best-accounting-software-for-bitcoin (16 answers)
- https://g2.com/categories/crypto-accounting (16 answers)
- https://cryptoworth.com/blog/best-crypto-accounting-software-for-businesses (15 answers)
- https://goodfirms.co/crypto-accounting-software (13 answers)
- https://milkroad.com/tax/accounting (13 answers)
- https://spark.money/tools/crypto-accounting-software-comparison (13 answers)

## Warned against

- Koinly: 10 of 42 labels negative. "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)
- CoinTracker: 8 of 24 labels negative. "CoinTracker — Multiple Data Breaches ... the repeated exposure of user data is a serious concern" (Kimi K2, negative prompt)
- Cryptio: 8 of 52 labels negative. "What to Avoid ... Cryptio ($449+/mo) ... overkill for limited budgets" (Kimi K2, budget prompt)
- Bitwave: 6 of 61 labels negative. "What to Avoid ... Bitwave (custom pricing) ... overkill for limited budgets" (Kimi K2, budget prompt)

## Movement since October 2026

Floor: 10 points of share, measured on the calibration repeat.
Same leader: Bitwave at 33%.

- Cryptoworth: 14% to 25%, +11. Cleared the floor by 1 point · rank 2 of 61, unchanged.
- Bitwave: 27% to 33%, +6. Inside the floor by 4 points · rank 1 of 61, unchanged.
- Ledgible: 5% to 0%, −5. Inside the floor by 5 points · rank 6 → 10 of 61.
- Koinly: 11% to 8%, −3. Inside the floor by 7 points · rank 4 → 5 of 61.
- CoinLedger: 4% to 2%, −2. Inside the floor by 8 points · rank 8 → 7 of 61.
- TaxBit: 2% to 0%, −2. Inside the floor by 8 points · rank 10 → 22 of 61.
- Breezing: 14% to 15%, +1. Inside the floor by 9 points · rank 3 of 61, unchanged.
- Cryptio: 9% to 8%, −1. Inside the floor by 9 points · rank 5 → 4 of 61.
- SoftLedger: 4% to 4%, ±0. Inside the floor by 10 points · rank 9 → 6 of 61.
- CoinTracking: 2% to 2%, ±0. Inside the floor by 10 points · rank 11 → 9 of 61.
- TRES Finance: 0% to 0%, ±0. Inside the floor by 10 points · rank 14 → 11 of 61.
- TokenTax: 0% to 0%, ±0. Inside the floor by 10 points · rank 17 → 12 of 61.

## Record

- Method: https://www.gane.ai/index/finance/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/finance.