# Workiva: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 181 judge labels across 9 categories by 14 of 14 models. Page: https://www.gane.ai/index/finance/vendors/workiva

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [SEC and disclosure reporting](https://www.gane.ai/index/finance/accounting/sec-and-disclosure-reporting/index.md) | 27% | 2 | 26% | 68 |
| [Internal controls and SOX](https://www.gane.ai/index/finance/tax/internal-controls-and-sox/index.md) | 9% | 3 | 22% | 51 |
| [Financial close management](https://www.gane.ai/index/finance/accounting/financial-close-management/index.md) | 0% | 19 | 23% | 31 |
| [Board and investor reporting](https://www.gane.ai/index/finance/planning/board-and-investor-reporting/index.md) | 0% | 30 | 11% | 9 |
| [Financial consolidation](https://www.gane.ai/index/finance/accounting/financial-consolidation/index.md) | 0% | 19 | 11% | 9 |
| [Financial reporting and dashboards](https://www.gane.ai/index/finance/planning/financial-reporting-and-dashboards/index.md) | 0% | 27 | 0% | 8 |
| [Account reconciliation](https://www.gane.ai/index/finance/accounting/account-reconciliation/index.md) | 0% | 30 | 0% | 3 |
| [Corporate performance management](https://www.gane.ai/index/finance/planning/corporate-performance-management/index.md) | 0% | 76 | 0% | 1 |
| [FP&A platforms](https://www.gane.ai/index/finance/planning/fpa-platforms/index.md) | 0% | 84 | 100% | 1 |

## What the models said for it

- "For most accelerated and large accelerated filers, Workiva is the default with linked data across every document and the deepest iXBRL automation in the category." (Muse Glimmer 30B, Disclosure reporting)
- "Workiva is the strongest overall platform in 2026, leading on connected data, native iXBRL and breadth across SEC, SOX, statutory and ESG reporting" (Claude Haiku 4.5, Disclosure reporting)
- "Workiva: The gold standard for workflow and cross-document linking. Best if budget allows and you want industry-leading reliability." (Qwen 3.7 Flash, Disclosure reporting)
- "I'd usually recommend Workiva if your main need is internal controls management tied to financial reporting/SOX-style workflows" (GPT-5.4 mini, Internal controls)

## And against it

- "Avoid starting with Workiva, Optro/AuditBoard, or Diligent unless the company needs a full enterprise SOX" (Perplexity Sonar, Internal controls)
- "What to Avoid with Limited Budgets: ... Workiva | $40,000 - $300,000+ | Premium pricing accumulates" (Kimi K2, Disclosure reporting)
- "the goal is to avoid enterprise platforms like BlackLine or Workiva" (Gemini 3.5 Flash, Financial close manageme)
- "avoid enterprise-focused tools like BlackLine, FloQast, or Workiva" (Grok 4.20, Financial close manageme)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 2 | 2 | 4 | 1 | 9 |
| GPT-5.4 mini | 5 | 4 | 1 | 0 | 10 |
| Gemini 3.5 Flash | 3 | 10 | 1 | 6 | 20 |
| Perplexity Sonar | 2 | 6 | 1 | 3 | 12 |
| Grok 4.20 | 3 | 11 | 3 | 6 | 23 |
| Mistral Small | 6 | 1 | 6 | 1 | 14 |
| DeepSeek V4 Flash | 3 | 3 | 5 | 3 | 14 |
| Llama 4 Maverick | 2 | 0 | 6 | 1 | 9 |
| Qwen 3.7 Flash | 3 | 3 | 1 | 5 | 12 |
| Kimi K2 | 2 | 4 | 2 | 5 | 13 |
| GLM 4.7 FlashX | 2 | 4 | 3 | 1 | 10 |
| MiniMax M2.5 | 3 | 4 | 2 | 2 | 11 |
| GPT-6 Luna | 2 | 4 | 3 | 2 | 11 |
| Muse Glimmer 30B | 3 | 5 | 2 | 3 | 13 |

## Sources returned with these answers

The sites and pages cited by the answers that named Workiva, from 490 of the 539 answers that named it (only the models that return a source list).

### Domains cited

- cfoshortlist.com: 221
- g2.com: 161
- houseblend.io: 141
- dfinsolutions.com: 101
- erpresearch.com: 95
- prophix.com: 94
- workiva.com: 93 (its own site)
- sec.gov: 84
- gitnux.org: 73
- capterra.com: 66

### Pages cited

- https://cfoshortlist.com/reports/best-disclosure-management-software: 156
- https://cfoshortlist.com/reports/sec-reporting-software: 127
- https://houseblend.io/articles/sec-filing-software-platforms-pricing-compliance: 107
- https://cfoshortlist.com/reports/regulatory-reporting-software: 81
- https://workiva.com/solutions/sec-reporting: 63
- https://dfinsolutions.com/products/activedisclosure: 61
- https://complyjet.com/blog/best-sox-compliance-software: 57
- https://houseblend.io/articles/pdfs/sec-filing-software-platforms-pricing-compliance-08abc514a3c2fcc9.pdf: 53

## In its own words

What Workiva's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: AI Purpose-Built for Finance, Audit, Risk & Sustainability (https://www.workiva.com/)
- For: finance, audit, risk and sustainability teams (https://www.workiva.com/)
- Customers named: The Hershey Company, Amalgamated Bank, AES, Southwest, NXP

## What it publishes

Every page workiva.com exposes, read 2026-09-29: 413 addresses. By kind, pages and the last 90 days:

- conference or event: 66 pages, 0 in the last 90 days, latest undated
- news or press: 338 pages, 0 in the last 90 days, latest undated

## 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.