# Crypto accounting for enterprise buyers: 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 an enterprise B2B company. Added to the November 2026 Edition. Page: https://www.gane.ai/index/finance/accounting/crypto-accounting/2026-11/enterprise

**Standing:** Bitwave leads with 66% of first choices; verdict clear leader. 50 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) | 66% | 7% | 71 |
| 2 | [Cryptio](https://www.gane.ai/index/finance/vendors/cryptio/index.md) | 18% | 6% | 65 |
| 4 | [SoftLedger](https://www.gane.ai/index/finance/vendors/softledger/index.md) | 4% | 14% | 21 |
| 5 | [Cryptoworth](https://www.gane.ai/index/finance/vendors/cryptoworth/index.md) | 2% | 18% | 38 |
| 6 | [Lukka](https://www.gane.ai/index/finance/vendors/lukka/index.md) | 2% | 21% | 29 |
| 8 | [TRES Finance](https://www.gane.ai/index/finance/vendors/tres-finance/index.md) | 0% | 8% | 36 |
| 9 | [TaxBit](https://www.gane.ai/index/finance/vendors/taxbit/index.md) | 0% | 32% | 19 |
| 10 | [Ledgible](https://www.gane.ai/index/finance/vendors/ledgible/index.md) | 0% | 32% | 19 |
| 22 | [CoinTracker](https://www.gane.ai/index/finance/vendors/cointracker/index.md) | 0% | 38% | 16 |
| 55 | [CoinLedger](https://www.gane.ai/index/finance/vendors/coinledger/index.md) | 0% | 92% | 13 |
| 56 | [Koinly](https://www.gane.ai/index/finance/vendors/koinly/index.md) | 0% | 83% | 18 |

Rank is by share of first choices among all 56 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: Bitwave; alternatives Cryptio, Cryptoworth
- GPT-5.4 mini: Bitwave; alternatives Cryptio
- Gemini 3.5 Flash: Bitwave; alternatives Cryptio, Cryptoworth, Lukka, TRES Finance
- Perplexity Sonar: Bitwave; alternatives Cryptio, Ledgible, SoftLedger, TRES Finance
- Grok 4.20: Bitwave; alternatives Cryptio, TRES Finance
- Mistral Small: Bitwave, Cryptio
- DeepSeek V4 Flash: Bitwave; alternatives Cryptio, TRES Finance
- Llama 4 Maverick: Bitwave
- Qwen 3.7 Flash: Cryptio; alternatives Chainalysis Accounting, CoinTracker, Ledger Ledger, TaxBit
- Kimi K2: Bitwave; alternatives Cryptio
- GLM 4.7 FlashX: Bitwave; alternatives CoinTracker, Cryptio, Cryptoworth, Ledgible
- MiniMax M2.5: Bitwave, Cryptoworth; alternatives Cryptio, SoftLedger
- GPT-6 Luna: Bitwave; alternatives Cryptio
- Muse Glimmer 30B: Bitwave; alternatives Cryptio, Cryptoworth

## Sources the answers cite

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

- bitwave.io: 55 answers, 116 citations
- cryptoworth.com: 47 answers, 75 citations
- coinledger.io: 47 answers, 50 citations
- tres.finance: 36 answers, 57 citations
- spark.money: 26 answers, 31 citations
- fitsmallbusiness.com: 26 answers, 26 citations
- breezing.io: 24 answers, 32 citations
- ridgewayfs.com: 20 answers, 21 citations

Pages named in the most answers:

- https://coinledger.io/tools/best-crypto-accounting-software (47 answers)
- https://bitwave.io/ (28 answers)
- https://fitsmallbusiness.com/best-cryptocurrency-accounting-software (26 answers)
- https://spark.money/tools/crypto-accounting-software-comparison (26 answers)
- https://tres.finance/finos-crypto-accounting-software/top-5-crypto-accounting-software-for-enterprises (24 answers)
- https://cryptoworth.com/ (20 answers)
- https://ridgewayfs.com/crypto-accounting-software-comparison (20 answers)
- https://breezing.io/blog/best-crypto-accounting-subledger-tools (15 answers)
- https://techdogs.com/td-articles/product-mine/best-crypto-accounting-software (14 answers)
- https://bitwave.io/pricing (12 answers)

## Warned against

- Koinly: 15 of 18 labels negative. "Avoid using as your primary enterprise sub-ledger: Platforms like Koinly, TokenTax, CoinLedger, and the consumer/individual versions of CoinTracker" (Kimi K2, negative prompt)
- CoinLedger: 12 of 13 labels negative. "Avoid using as your primary enterprise sub-ledger: Platforms like Koinly, TokenTax, CoinLedger, and the consumer/individual versions of CoinTracker" (Kimi K2, negative prompt)
- Cryptoworth: 7 of 38 labels negative. "Appears better suited to growing or smaller-to-mid-sized finance teams than to the most demanding public-company environments." (Perplexity Sonar, negative prompt)
- CoinTracker: 6 of 16 labels negative. "Optimized for personal investors; lacks enterprise controls, multi-entity support, and SOC certifications." (GLM 4.7 FlashX, negative prompt)

## Movement since October 2026

Floor: 10 points of share, measured on the calibration repeat.
Same leader: Bitwave at 66%.

- Bitwave: 57% to 66%, +9. Inside the floor by 1 point · rank 1 of 56, unchanged.
- Cryptio: 14% to 18%, +4. Inside the floor by 6 points · rank 2 of 56, unchanged.
- TRES Finance: 4% to 0%, −4. Inside the floor by 6 points · rank 4 → 8 of 56.
- Cryptoworth: 4% to 2%, −2. Inside the floor by 8 points · rank 5 of 56, unchanged.
- Lukka: 0% to 2%, +2. Inside the floor by 8 points · rank 12 → 6 of 56.
- TaxBit: 2% to 0%, −2. Inside the floor by 8 points · rank 7 → 9 of 56.
- CoinTracker: 2% to 0%, −2. Inside the floor by 8 points · rank 11 → 22 of 56.
- SoftLedger: 4% to 4%, ±0. Inside the floor by 10 points · rank 6 → 4 of 56.
- Ledgible: 0% to 0%, ±0. Inside the floor by 10 points · rank 15 → 10 of 56.
- CoinLedger: 0% to 0%, ±0. Inside the floor by 10 points · rank 44 → 55 of 56.
- Koinly: 0% to 0%, ±0. Inside the floor by 10 points · rank 45 → 56 of 56.

## 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.