# Longview Tax: how AI models rank it, October 2026

Finance AI Recommendation Index, October 2026 Edition. Named in 34 judge labels across 2 categories by 14 of 14 models. Page: https://finance-ai-index.com/vendors/longview-tax/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Corporate tax provision | 4% | 5 | 29% | 31 |
| Transfer pricing | 0% | 73 | 33% | 3 |

## What the models said for it

- "a provision-light SaaS/workpaper tool with Excel import/export and deferred tax mapping, e.g. Longview Tax Provision or Sovos Tax Provision" (Muse Glimmer 30B, Corporate tax provision)
- "I'd start with Bloomberg Tax Provision or Longview Tax" (GPT-5.4 mini, Corporate tax provision)
- "Longview Tax is often worth a close look because it's explicitly positioned for midsize and enterprise organizations" (GPT-5.4 mini, Corporate tax provision)
- "Choose Longview if you're a consolidation-heavy organization needing configurable, traceable workflows" (Kimi K2, Corporate tax provision)

## And against it

- "one source explicitly says to avoid or be cautious about Longview, ONESOURCE, Workiva, Oracle Tax Reporting, and Corptax in certain budget/fit contexts" (Perplexity Sonar, Corporate tax provision)
- ""Avoid for now: OneSource, Corptax, Longview – these are enterprise-grade tools with enterprise-grade price tags."" (Muse Glimmer 30B, Corporate tax provision)
- "designed for large enterprises and should be avoided by smaller organizations" (Mistral Small, Corporate tax provision)
- "3. Longview" (Llama 4 Maverick, Corporate tax provision)

## Movement since September 2026

Floor: 10 points of share, measured on the calibration repeat. A larger change is movement; a smaller one is noise.

- Corporate tax provision: 7% to 4%, −5. Inside the floor by 5 points · rank 3 → 5 of 102.
- Transfer pricing: 0% to 0%, ±0. New · not ranked in September 2026 · rank 73 of 101.

## Record

- Method: https://finance-ai-index.com/methodology/
- Raw judge labels and full responses: https://finance-ai-index.com/data/
- License: CC BY 4.0. Cite as Finance AI Recommendation Index, October 2026 Edition, finance-ai-index.com.