Financial consolidation · November 2026 Edition
Joiin vs OneStream
Zero of fourteen models named Joiin first on the direct prompt; one named OneStream. Joiin was named by twelve of the fourteen models and OneStream by fourteen and Joiin carries 12 labels and OneStream 42, so the shares are not directly comparable.
Named in two categories this edition.
Named in nine categories this edition.
First-choice share19%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%36%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#6A position in a field of 14; printed, not drawn.
Labels1242A 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 fourteen of the fourteen direct answers. Prophix vs Joiin · Prophix vs OneStream · Joiin vs Planful
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
Paraphrase012 against OneStream
Comparative07
Budget-constrained1005 against OneStream
Scale-constrained003 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.
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 4.20 | | | | | | |
| 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 | | | |
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: BlackLine, Oracle Fusion Cloud EPM, Prophix, Vena
Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.Perplexity SonarPlanful alternatives: Datarails, OneStream, Prophix, Vena
Mistral SmallPlanful, Prophix alternatives: OneStream, Vena
Llama 4 MaverickProphix alternatives: CCH Tagetik, OneStream, Planful
GLM 4.7 FlashXProphix alternatives: OneStream, Planful
Muse Glimmer 30BPlanful, Prophix alternatives: Datarails, OneStream, Vena
Neither was named
8 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Planful alternatives: Datarails, Prophix, Sage Intacct
Gemini 3.5 FlashProphix alternatives: Fluence Technologies, Planful, Vena
Grok 4.20Planful, Prophix alternatives: Vena
DeepSeek V4 FlashProphix alternatives: Planful, Vena
Qwen 3.7 FlashPlanful, Prophix alternatives: Datarails, Vena
Kimi K2Prophix alternatives: Planful, Sage Intacct, Vena
MiniMax M2.5Prophix, Vena alternatives: Oracle Fusion Cloud EPM, Planful, Workiva
GPT-6 LunaProphix alternatives: 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
Mid-marketThe figures above
Enterprise
The order flips: OneStream leads at enterprise.
OneStream67%#1 of 13Joiin0%#– 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.
“The best financial consolidation software for a company with a limited budget is Joiin, which is considered the best budget option for SMEs.” Llama 4 Maverick · budget prompt · first choice
“My Top Recommendation: Start with Joiin ($23/month) for the best combination of features, integrations, and reasonable pricing” GLM 4.7 FlashX · budget prompt · first choice
“Best low-cost multi-entity consolidation: Joiin for small businesses and advisors, with plans from $23 per month.” Muse Glimmer 30B · 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. 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
Prophix vs JoiinProphix vs OneStreamJoiin vs PlanfulJoiin vs Sage IntacctJoiin vs VenaJoiin vs Oracle NetSuiteJoiin vs DatarailsPlanful vs OneStreamSage Intacct vs OneStreamVena vs OneStreamOneStream vs Oracle NetSuiteOneStream vs DatarailsAll 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.