# Summ: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/finance/vendors/summ

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Crypto accounting](https://www.gane.ai/index/finance/accounting/crypto-accounting/index.md) | 0% | 49 | 33% | 3 |

## What the models said for it

- "Best for DeFi/NFT-heavy users: Blockpit or Summ" (GPT-5.4 mini, Crypto accounting)

## And against it

- "SUMM — Non-Functional Service ... Purchased subscriptions essentially worthless" (Kimi K2, Crypto accounting)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 1 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 1 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Summ, from 7 of the 7 answers that named it (only the models that return a source list).

### Domains cited

- coinledger.io: 4
- bitwave.io: 3
- blockpit.io: 3
- g2.com: 3
- sourceforge.net: 3
- breezing.io: 2
- cointracker.com: 2
- cryptoworth.com: 2
- goodfirms.co: 2
- koinly.io: 2

### Pages cited

- https://coinledger.io/tools/best-crypto-accounting-software: 4
- https://g2.com/categories/crypto-accounting: 3
- https://blockpit.io/blog/best-crypto-tax-software: 2
- https://cryptoworth.com/blog/best-crypto-accounting-software-for-businesses: 2
- https://koinly.io/blog/compare-crypto-tax-software: 2
- https://spark.money/tools/crypto-accounting-software-comparison: 2
- https://tres.finance/finos-crypto-accounting-software/top-5-crypto-accounting-software-for-enterprises: 2
- https://ato.gov.au/online-services/scams-cyber-safety-and-identity-protection/scam-alerts: 1

## 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.