Financial consolidation · October 2026 Edition
Joiin vs OneStream
Zero of fourteen models named Joiin first on the direct prompt; one named OneStream. Joiin was named by ten of the fourteen models and OneStream by thirteen and Joiin carries 15 labels and OneStream 37, so the shares are not directly comparable.
Named in two categories this edition.
Named in ten categories this edition.
First-choice share13%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%30%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#7A position in a field of 12; printed, not drawn.
Labels1537A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Joiin reading right to left. Rank and label count are printed, not drawn.Prophix was named alongside these two in thirteen of the fourteen direct answers. Prophix vs Joiin · Prophix vs OneStream · Sage Intacct vs Joiin
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.
JoiinFirst choices, of fourteen modelsOneStream
Direct015 against OneStream
Paraphrase001 against OneStream
Comparative05
Budget-constrained702 against OneStream
Scale-constrained002 against OneStream
Negative001 against OneStream
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.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Joiin and OneStream stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | | |||
| GPT-5.4 mini | | |||||
| Gemini 3.5 Flash | | | | | ||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | | | | | ||
| 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 | | |
Joiin OneStream first choice named as an alternative argued againstblank: not namedEach cell is one answer, Joiin on the left and OneStream on the right.The direct prompt
The plain question, one answer per model, grouped by where Joiin and OneStream stood in it.
OneStream first, Joiin not the choice
1 of 14 modelsJoiin was named in the answer but not as the choice, or not at all.GPT-5.4 miniOneStream alternatives: Oracle Fusion Cloud EPM, Prophix
Neither was the first choice, one was named
4 of 14 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5Planful, Prophix alternatives: DOKKA, HighRadius, OneStream, Vena
Mistral SmallPlanful, Prophix alternatives: OneStream
Qwen 3.7 FlashProphix alternatives: Cube, OneStream, Pigment, Vena
GLM 4.7 FlashXProphix, Sage Intacct alternatives: Cube, FloQast, HighRadius, OneStream, Planful
Neither was named
9 of 14 modelsThe answer made no first choice from these two in this category.Gemini 3.5 FlashProphix alternatives: Anaplan Financial Consolidation, Lucanet, Planful, Vena
Perplexity SonarProphix alternatives: Cube, HighRadius, Planful, Vena
Grok 4.1 FastProphix alternatives: Centage Planning Maestro, Planful, SoftLedger, Vena
DeepSeek V4 FlashPlanful, Prophix alternatives: Cube, FloQast
Llama 4 MaverickProphix alternatives: Bluecopa, Cubesoftware, HighRadius
Kimi K2Fluence Technologies, Planful alternatives: Datarails, FloQast, Vena
MiniMax M2.5Planful, Prophix alternatives: Fluence Technologies
GPT-6 LunaPlanful alternatives: Oracle NetSuite, Prophix, Vena
Muse Glimmer 30BProphix alternatives: Cube, Datarails, Fluence Technologies, Planful
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
Joiin leads by forty-six points.
Joiin46%#1 of 14OneStream0%#14 of 14Mid-marketThe figures above
Enterprise
The order flips: OneStream leads at enterprise.
OneStream63%#1 of 13Joiin2%#– of 13What the models said about Joiin
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Joiin is the clear winner... Go with Joiin if you just want to get your consolidated P&L and Balance Sheet done quickly, accurately, and for the lowest price possible.” Gemini 3.5 Flash · budget prompt · first choice
“Joiin - Starting at $23/month, specifically designed for small businesses and advisors with multi-entity consolidation needs. Highly rated (4.7/5)” MiniMax M2.5 · budget prompt · first choice
“Start with Joiin. It is purpose-built for multi-entity consolidation at the lowest price point” Kimi K2 · budget 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. Two of two in this category shown.
“OneStream – best for complex enterprise CPM on one platform ... The ISG Financial Consolidation Buyers Guide 2025 finds OneStream atop the list” Muse Glimmer 30B · comparative prompt · first choice
“All-in-one CPM platform that replaces fragmented legacy tools like Oracle Hyperion components; ... Enterprise → OneStream, Oracle, or SAP.” DeepSeek V4 Flash · comparative prompt · first choice
Also compared
Prophix vs JoiinProphix vs OneStreamSage Intacct vs JoiinSage Intacct vs OneStreamPlanful vs JoiinPlanful vs OneStreamJoiin vs Oracle NetSuiteJoiin vs VenaJoiin vs FathomOracle NetSuite vs OneStreamVena vs OneStreamOneStream vs FathomAll twenty-eight head-to-head pages and the full financial consolidation standing
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.