# IRIS Elements: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/finance/vendors/iris-elements

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Corporate tax provision](https://www.gane.ai/index/finance/tax/corporate-tax-provision/index.md) | 0% | 84 | 100% | 1 |

## And against it

- "Some firms have found IRIS Elements to be overpriced for the value delivered, with poor implementation, usability, and support." (Mistral Small, Corporate tax provision)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| 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 | 1 | 1 |
| 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 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named IRIS Elements, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- accountingweb.co.uk: 1
- gane.ai/index: 1
- pro.bloombergtax.com: 1
- reddit.com: 1

### Pages cited

- https://accountingweb.co.uk/any-answers/moving-away-from-iris-elements: 1
- https://www.gane.ai/index/finance/tax/corporate-tax-provision/enterprise: 1
- https://www.gane.ai/index/finance/vendors/longview-tax: 1
- https://pro.bloombergtax.com/insights/tax-solutions/is-your-tax-provision-process-built-to-scale: 1
- https://reddit.com/r/Accounting/comments/2zq313/tax_provision_software: 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.