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Financial consolidation · November 2026 Edition

Prophix vs OneStream

Eleven of fourteen models named Prophix first on the direct prompt; one named OneStream. Both were named by all fourteen models and Prophix carries 41 labels and OneStream 42, so the shares are not directly comparable.

Prophix

endorsed leader

Named in eight categories this edition.

OneStream

criticized challenger

Named in nine categories this edition.

First-choice share31%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate2%36%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#6A position in a field of 14; printed, not drawn.
Labels4142A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Prophix reading right to left. Rank and label count are printed, not drawn.Planful was named alongside these two in thirteen of the fourteen direct answers. Prophix vs Joiin · Prophix vs Planful · Prophix vs Sage Intacct

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 financial consolidation page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
ProphixFirst choices, of fourteen modelsOneStream
Direct1115 against OneStream
Paraphrase412 against OneStream
Comparative07
Budget-constrained001 against Prophix · 5 against OneStream
Scale-constrained203 against OneStream
Negative00
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.

Across every category in the November 2026 Edition, Prophix and OneStream were named in the same answer 138 times, of the 262 answers naming Prophix and the 583 naming OneStream. In those answers OneStream took the first choice thirty-three times and Prophix twenty.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Prophix and OneStream stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
Prophix OneStream first choice named as an alternative argued againstblank: not namedEach cell is one answer, Prophix on the left and OneStream on the right.

The direct prompt

The plain question, one answer per model, grouped by where Prophix and OneStream stood in it.

Prophix first, OneStream an alternative

11 of 14 modelsOneStream was named in the answer but not as the choice, or not at all.
Gemini 3.5 FlashProphix alternatives: Fluence Technologies, Planful, Vena
Grok 4.20Planful, Prophix alternatives: Vena
Mistral SmallPlanful, Prophix alternatives: OneStream, Vena
DeepSeek V4 FlashProphix alternatives: Planful, Vena
Llama 4 MaverickProphix alternatives: CCH Tagetik, OneStream, Planful
Qwen 3.7 FlashPlanful, Prophix alternatives: Datarails, Vena
Kimi K2Prophix alternatives: Planful, Sage Intacct, Vena
GLM 4.7 FlashXProphix alternatives: OneStream, Planful
MiniMax M2.5Prophix, Vena alternatives: Oracle Fusion Cloud EPM, Planful, Workiva
GPT-6 LunaProphix alternatives: Planful
Muse Glimmer 30BPlanful, Prophix alternatives: Datarails, OneStream, Vena

OneStream first, Prophix an alternative

1 of 14 modelsProphix was named in the answer but not as the choice, or not at all.
GPT-5.4 miniOneStream alternatives: BlackLine, Oracle Fusion Cloud EPM, Prophix, Vena

Neither was the first choice, one was named

2 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Claude Haiku 4.5Planful alternatives: Datarails, Prophix, Sage Intacct
Perplexity SonarPlanful alternatives: Datarails, OneStream, Prophix, Vena

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.

By buyer segment

The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Prophix leads by two points.
Prophix2%#10 of 14
OneStream0%#14 of 14
The full small business standing →
Mid-marketThe figures above
Prophix leads by twenty-eight points.
Prophix31%#1 of 14
OneStream4%#6 of 14
The full mid-market standing →
Enterprise
The order flips: OneStream leads at enterprise.
OneStream67%#1 of 13
Prophix2%#5 of 13
The full enterprise standing →

What the models said about Prophix

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.

“Enterprise solutions like Oracle Cloud EPM, OneStream, or Prophix start in the $24,000–$50,000+/year range, making them disproportionate” DeepSeek V4 Flash · budget prompt · soft negative
“If you need a quick, cost-effective, Excel-friendly solution → Vena or Prophix One (both have strong mid-market momentum and are known for rapid deployment).” MiniMax M2.5 · direct prompt · first choice
“Prophix One (Best Overall Value) ... Prophix leads the mid-market because it bundles consolidation, close management, and planning into one platform” Qwen 3.7 Flash · direct prompt · first choice
“Prophix: Strong for consolidation + FP&A; good for multi-entity, automation, and reporting. User-friendly for mid-size.” Grok 4.20 · scale prompt · first choice

What the models said about OneStream

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.

“Avoid starting with OneStream, Oracle EPM, or Anaplan unless the company has complex multinational requirements” Perplexity Sonar · budget prompt · hard negative
“Positioned as best for enterprise finance teams for deep, complex group structures with heavy automation... "the strongest third-party choice"” Muse Glimmer 30B · comparative prompt · first choice
“Best for large, complex enterprises that want consolidation + close + planning + reporting on one platform” GPT-5.4 mini · comparative prompt · first choice
“Best For: Complex global enterprises seeking a unified platform for consolidation, FP&A, and close management.” Gemini 3.5 Flash · comparative prompt · first choice
Also compared

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.