One of fourteen models named OneStream Tax Provision first on the direct prompt; zero named Sovos Tax Provision. OneStream Tax Provision was named by nine of the fourteen models and Sovos Tax Provision by eight and OneStream Tax Provision carries 11 labels and Sovos Tax Provision 13, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the corporate tax provision page.
Across every category in the November 2026 Edition, OneStream Tax Provision and Sovos Tax Provision were named in the same answer eight times, of the 26 answers naming OneStream Tax Provision and the 32 naming Sovos Tax Provision. In those answers Sovos Tax Provision took the first choice zero times and OneStream Tax Provision one.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“OneStream Tax Provision | 9.1/10 | Consolidation-aligned workflows with repeatable reconciliation artifacts” GLM 4.7 FlashX · comparative prompt · first choice
“OneStream Tax Provision is rated best overall and combines end-to-end provisioning workflow orchestration” Claude Haiku 4.5 · direct prompt · first choice
“Best For: Companies already using OneStream for financial consolidation” Kimi K2 · comparative prompt · alternative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Taxfyle or the Sovos eCommerce/tiered offerings are the most affordable provision-oriented options” Muse Glimmer 30B · budget prompt · first choice
“Sovos is the best fit for multinational enterprises needing jurisdiction-level provision automation” Muse Glimmer 30B · comparative prompt · alternative
“Choose Sovos if you want a broader compliance platform covering indirect taxes” Perplexity Sonar · paraphrase prompt · alternative
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.