Finance AI Index
Index Vendors › Jirav · September 2026 Edition
6 categories · Ranked

Jirav

138Judge labels
7First choices
20Negative labels
12 of 12Models named it
6Categories
September 2026 Edition. Every number here is derived from the raw labels under vendor table vv2026-09.2, every buyer segment counted.
Best standing
6% in Financial modeling for small business buyers
Rank 12 of 52 in the mid-market standingaccepted challenger
0 of 12 models made it the first choice on the direct prompt; 15% of its 20 labels there were negative.
By buyer segmentRead the same way at every buyer size.
In fp&a platforms · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading

Standing by category

Every category where a model named Jirav for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.
CategoryFunctionShareRankNegative rateLabelsQuadrant
FP&A platformsPlanning and analysis2%12 of 5215%20accepted challenger
Financial modeling and scenario planningPlanning and analysis0%19 of 1140%8under 10 labels · led by Datarails at 19%
Financial reporting and dashboardsPlanning and analysis0%36 of 13320%5under 10 labels · led by Sage Intacct at 27%
Board and investor reportingPlanning and analysis0%38 of 970%2under 10 labels · led by OnBoard at 25%
Cash flow forecastingTreasury and cash0%69 of 8650%2under 10 labels · led by Agicap at 18%
Corporate performance managementPlanning and analysis0%26 of 950%2under 10 labels · led by Planful at 29%

Movement

This is the first edition on this tier, so no move can be computed for Jirav yet. From the next edition this section shows, per buyer segment, whether its share moved by more than the measured noise floor.

By model

How each model treated Jirav across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.
ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.500314
GPT-5.4 mini01001
Gemini 3.5 Flash03115
Perplexity Sonar11103
Grok 4.1 Fast01012
Mistral Small01405
DeepSeek V4 Flash03104
Llama 4 Maverick01304
Qwen 3.7 Flash02002
Kimi K202215
GLM 4.7 FlashX02013
MiniMax M2.500101

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.
FramingLabels by classFirst choices
Direct25 labels1
Paraphrase20 labels2
Comparative25 labels3not counted in share
Budget-constrained24 labels2
Scale-constrained24 labels2
Negative20 labelsNone
First choiceAlternativeMentionNegative138 labels in all, every segment counted; 7 of the 10 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

“I'd choose Jirav for the best balance of affordability and full FP&A functionality for small businesses.” Perplexity Sonar · FP&A platforms · budget prompt · first choice
“If you have a finance person and a budget of $5,000+/year for deep, custom financial modeling: Go with Jirav.” Gemini 3.5 Flash · FP&A platforms · budget prompt · alternative
“For companies in the lower-mid-market range ($5M to $30M ARR) ... Jirav is highly recommended.” Gemini 3.5 Flash · Board · direct prompt · alternative
“Vena, Pigment, Jirav, Centage, Prophix, Datarails \u2014 good governance + Excel familiarity” DeepSeek V4 Flash · Financial modeling · scale prompt · alternative

And against it

Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.

“Avoid pricier ones like Jirav (~$10K/year)” Grok 4.1 Fast · FP&A platforms · budget prompt · hard negative
“cautious about using standard Financial Planning and Analysis (FP&A) platforms (like Anaplan, Jirav, or even some ERP modules)” GLM 4.7 FlashX · Cash flow forecasting · negative prompt · soft negative
“it hits ceilings at true mid-market complexity — multi-entity consolidation and custom integrations require workarounds” Claude Haiku 4.5 · FP&A platforms · direct prompt · soft negative
“you don't need a massive enterprise platform (like Vena or Jirav, which can cost hundreds of dollars a month)” Gemini 3.5 Flash · Financial reporting · budget prompt · soft negative

Named alongside

The products named in the same answers as Jirav, over the 138 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Jirav was named but was not.
ProductSame answerTook the first choice insteadHead to head
Cube86 of 1389Not in the top three
Fathom72 of 13820Not in the top three
Datarails70 of 1385Not in the top three
Clockwork60 of 13836Not in the top three
Workday Adaptive Planning55 of 1382Not in the top three
Vena51 of 1384Not in the top three
Anaplan48 of 1383Not in the top three
Mosaic41 of 1381Not in the top three
Planful33 of 1382Not in the top three
LiveFlow32 of 1383Not in the top three
A head-to-head page exists where both products are in a category's top three. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named Jirav. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 101 of the 138 answers that named Jirav and are not a share of its labels.

Domains cited

cubesoftware.com60
drivetrain.ai56
golimelight.com52
getaleph.com49
clockwork.ai48
g2.com35
learn.g2.com32
centage.com24
datarails.com24
fathomhq.com23

403 of the 403 domain citations in answers naming Jirav came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Is this your product?

Claim this page

Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Jirav's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Jirav, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at jirav.com is approved on the spot, any other address is reviewed by hand.

Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.