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Revenue recognition · September 2026 Edition

LedgerUp vs RightRev

Four of twelve models named LedgerUp first on the direct prompt; two named RightRev. LedgerUp was named by eleven of the twelve models and RightRev by ten and LedgerUp carries 20 labels and RightRev 26, so the shares are not directly comparable.

LedgerUp

accepted challenger

Named in three categories this edition.

RightRev

accepted challenger

Named in one category this edition.

First-choice share13%4%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#3#5A position in a field of 12; printed, not drawn.
Labels2026A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, LedgerUp reading right to left. Rank and label count are printed, not drawn.Sage Intacct was named alongside these two in ten of the twelve direct answers. Maxio vs LedgerUp · Maxio vs RightRev · Sage Intacct vs LedgerUp

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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 revenue recognition page.

By framing

How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
LedgerUpFirst choices, of twelve modelsRightRev
Direct42
Paraphrase20
Comparative01
Budget-constrained00
Scale-constrained00
Negative01
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.

Across every category in the September 2026 Edition, LedgerUp and RightRev were named in the same answer seventeen times, of the 39 answers naming LedgerUp and the 83 naming RightRev. In those answers RightRev took the first choice two times and LedgerUp two.

Every model, every framing

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

The direct prompt

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

Both were the first choice

1 of 12 modelsThe answer named them together, and the judge labeled each a first choice.
GLM 4.7 FlashXLedgerUp, NetSuite Advanced Revenue Management, RightRev alternatives: Alguna, Maxio, Sage Intacct, Zuora Revenue

LedgerUp first, RightRev an alternative

3 of 12 modelsRightRev was named in the answer but not as the choice, or not at all.
Perplexity SonarLedgerUp alternatives: NetSuite Advanced Revenue Management, Sage Intacct, Younium
Mistral SmallLedgerUp alternatives: Maxio, Sage Intacct, Synder RevRec
MiniMax M2.5LedgerUp alternatives: BillingPlatform, NetSuite Advanced Revenue Management, RightRev, Sage Intacct

RightRev first, LedgerUp not the choice

1 of 12 modelsLedgerUp was named in the answer but not as the choice, or not at all.
Gemini 3.5 FlashRightRev alternatives: Chargebee, Leapfin, Maxio, NetSuite Advanced Revenue Management, Sage Intacct Revenue Recognition

Neither was the first choice, one was named

2 of 12 modelsThe answer put something else first and named one of the two as an alternative.
Grok 4.1 FastMaxio alternatives: Chargebee RevenueStory, RightRev, Sage Intacct, Stripe Revenue Recognition, Zuora Revenue
DeepSeek V4 FlashSage Intacct alternatives: Chargebee RevRec, LedgerUp, Maxio, NetSuite Advanced Revenue Management, RightRev

Neither was named

5 of 12 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5Maxio alternatives: NetSuite Advanced Revenue Management, Sage Intacct
GPT-5.4 miniZuora Revenue alternatives: NetSuite Advanced Revenue Management
Llama 4 MaverickMaxio, Sage Intacct, Synder RevRec
Qwen 3.7 FlashSage Intacct alternatives: BlackLine, Maxio, Synder RevRec, Xactium
Kimi K2Maxio alternatives: Chargebee RevRec, Sage Intacct

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
LedgerUp leads by two points.
LedgerUp2%#– of 14
RightRev0%#10 of 14
The full small business standing →
Mid-marketThe figures above
LedgerUp leads by nine points.
LedgerUp13%#3 of 12
RightRev4%#5 of 12
The full mid-market standing →
Enterprise
The order flips: RightRev leads at enterprise.
RightRev5%#3 of 8
LedgerUp0%#– of 8
The full enterprise standing →

What the models said about LedgerUp

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

“For most mid-market B2B SaaS companies, LedgerUp is the top recommendation due to its focus on data reconciliation and accuracy” Mistral Small · direct prompt · first choice
“For most mid-market B2B companies, LedgerUp offers the best balance of automation, pricing” MiniMax M2.5 · direct prompt · first choice
“If you want a single practical recommendation, LedgerUp is the strongest fit” Perplexity Sonar · direct prompt · first choice

What the models said about RightRev

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

“Best for: High-growth B2B SaaS scaling between $50M and $1B in ARR... highly praised for its speed of innovation and policy-driven automation.” Gemini 3.5 Flash · direct prompt · first choice
“Well-regarded dedicated solutions include RightRev, Zuora (for enterprise), and newer entrants like Zenskar, Ordway, and Maxio” Kimi K2 · negative prompt · first choice
“layering a specialist like RightRev or Trullion on top of an existing stack” DeepSeek V4 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.