Longview · 1 category · RankedLongview Tax
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Corporate tax provision | Tax and compliance | 7% | 4 of 98 | 18% | 28 | accepted challenger |
Movement
By model
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 4 | 0 | 1 | 5 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.1 Fast | 0 | 0 | 2 | 1 | 3 |
| Mistral Small | 1 | 1 | 0 | 1 | 3 |
| DeepSeek V4 Flash | 0 | 3 | 0 | 1 | 4 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 2 | 0 | 1 | 0 | 3 |
| Kimi K2 | 0 | 2 | 0 | 1 | 3 |
| GLM 4.7 FlashX | 0 | 2 | 0 | 0 | 2 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“Longview Tax is generally considered the strongest "middle ground" solution to escape the spreadsheet trap without breaking the bank” Qwen 3.7 Flash · Corporate tax provision · budget prompt · first choice
“OneStream and Longview Tax are frequently recommended as they balance cost with essential features” Mistral Small · Corporate tax provision · budget prompt · first choice
“The Sweet Spot for Most Mid-Market Companies: Longview Tax” Qwen 3.7 Flash · Corporate tax provision · direct prompt · first choice
“it's worth also looking at Longview Tax and CCH Axcess/ProSystem fx tax provision offerings in a shortlist process” GPT-5.4 mini · Corporate tax provision · direct prompt · alternative
And against it
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Avoid: Longview, ONESOURCE, Workiva, Oracle Tax Reporting, and Corptax.” DeepSeek V4 Flash · Corporate tax provision · budget prompt · hard negative
“Quote-based (typically high) | Enterprise CPM platform” Kimi K2 · Corporate tax provision · budget prompt · hard negative
“Tier-1 enterprise software...routinely costs between $50,000 and $100,000+ annually” Gemini 3.5 Flash · Corporate tax provision · budget prompt · soft negative
“Good for consolidation features, though some users find the interface dated.” Mistral Small · Corporate tax provision · direct prompt · soft negative
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 54 of the 65 answers that named Longview Tax and are not a share of its labels.
Domains cited
292 of the 292 domain citations in answers naming Longview Tax came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Names read as Longview Tax
Claim this page
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Longview Tax's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Longview Tax, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at longview.com is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.