Financial reporting and dashboards · October 2026 Edition
Zoho Analytics vs Vena
Zero of fourteen models named Zoho Analytics first on the direct prompt; zero named Vena. Zoho Analytics was named by twelve of the fourteen models and Vena by twelve and Zoho Analytics carries 16 labels and Vena 21, so the shares are not directly comparable.
Named in one category this edition.
Named in nine categories this edition.
First-choice share4%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#6#8A position in a field of 18; printed, not drawn.
Labels1621A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Zoho Analytics reading right to left. Rank and label count are printed, not drawn.Sage Intacct was named alongside these two in fourteen of the fourteen direct answers. Sage Intacct vs Zoho Analytics · Sage Intacct vs Vena · Wave vs Zoho Analytics
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 reporting and dashboards page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Zoho AnalyticsFirst choices, of fourteen modelsVena
Direct00
Paraphrase21
Comparative00
Budget-constrained00
Scale-constrained00
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 Zoho Analytics and Vena 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 | |
Zoho Analytics Vena first choice named as an alternative argued againstblank: not namedEach cell is one answer, Zoho Analytics on the left and Vena on the right.The direct prompt
The plain question, one answer per model, grouped by where Zoho Analytics and Vena stood in it.
Neither was the first choice, one was named
9 of 14 modelsThe answer put something else first and named one of the two as an alternative.Gemini 3.5 FlashSage Intacct alternatives: Datarails, Intuit Enterprise Suite, Oracle NetSuite, Pigment, Planful, Prophix, Vena
Perplexity SonarSage Intacct alternatives: Datarails, Planful, Prophix, Vena
Grok 4.1 FastSage Intacct alternatives: Datarails, Vena
Mistral SmallSage Intacct alternatives: Datarails, HighRadius, Prophix, Vena, Workday Adaptive Planning
Llama 4 MaverickSage Intacct alternatives: Datarails, Maxio, Phocas Software, Vena
Qwen 3.7 FlashSage Intacct alternatives: BlackLine, OneStream, Oracle NetSuite, Vena
GLM 4.7 FlashXSage Intacct alternatives: Acumatica, Datarails, Oracle NetSuite, Vena
MiniMax M2.5Sage Intacct alternatives: Acumatica, Mosaic, Oracle NetSuite, Vena
Muse Glimmer 30BSage Intacct alternatives: Datarails, Prophix, Vena
Neither was named
5 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Sage Intacct alternatives: Cube, Datarails, Flow ERP, Oracle NetSuite, Prophix
GPT-5.4 miniSage Intacct alternatives: OneStream, Prophix, Solver, Workiva
DeepSeek V4 FlashSage Intacct alternatives: Datarails, Oracle NetSuite
Kimi K2Sage Intacct alternatives: Cube, Datarails
GPT-6 LunaDatarails alternatives: Planful, Sage Intacct, Workday Adaptive Planning
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
Level: the same share of first choices.
Zoho Analytics0%#7 of 12Vena0%#– of 12Mid-marketThe figures above
Zoho Analytics leads by two points.
Zoho Analytics4%#6 of 18Vena2%#8 of 18Enterprise
Level: the same share of first choices.
Zoho Analytics0%#– of 14Vena0%#– of 14What the models said about Zoho Analytics
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Zoho Analytics: Ideal if you need deep drilldown capabilities and scheduled reporting with conditional filters” Mistral Small · paraphrase prompt · first choice
“1. Zoho Analytics - couples dashboard drilldown with scheduled reporting and conditional filters.” Llama 4 Maverick · paraphrase prompt · first choice
“Zoho Analytics if the main need is repeatable KPI dashboards and scheduled reporting” Perplexity Sonar · paraphrase prompt · alternative
What the models said about Vena
No label in this category carried a quote.
Also compared
Sage Intacct vs Zoho AnalyticsSage Intacct vs VenaWave vs Zoho AnalyticsWave vs VenaZoho Books vs Zoho AnalyticsZoho Books vs VenaMicrosoft Power BI vs Zoho AnalyticsMicrosoft Power BI vs VenaDatarails vs Zoho AnalyticsDatarails vs VenaZoho Analytics vs TableauTableau vs VenaAll twenty-eight head-to-head pages and the full financial reporting 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.