Account reconciliation · September 2026 Edition
Trintech Adra vs Zoho Books
Two of twelve models named Trintech Adra first on the direct prompt; zero named Zoho Books. Trintech Adra was named by eleven of the twelve models and Zoho Books by nine and Trintech Adra carries 22 labels and Zoho Books 10, so the shares are not directly comparable.
Named in three categories this edition.
Named in sixteen categories this edition.
First-choice share10%6%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate5%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#5A position in a field of 11; printed, not drawn.
Labels2210A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Trintech Adra reading right to left. Rank and label count are printed, not drawn.Numeric was named alongside these two in eight of the twelve direct answers. FloQast vs Trintech Adra · FloQast vs Zoho Books · Numeric vs Trintech Adra
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 account reconciliation page.
By framing
How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
Trintech AdraFirst choices, of twelve modelsZoho Books
Direct20
Paraphrase201 against Trintech Adra
Comparative00
Budget-constrained03
Scale-constrained10
Negative00
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.
Every model, every framing
The seventy-two answers behind the chart above, one cell each: where Trintech Adra and Zoho Books 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 | | |
Trintech Adra Zoho Books first choice named as an alternative argued againstblank: not namedEach cell is one answer, Trintech Adra on the left and Zoho Books on the right.The direct prompt
The plain question, one answer per model, grouped by where Trintech Adra and Zoho Books stood in it.
Trintech Adra first, Zoho Books not the choice
2 of 12 modelsZoho Books was named in the answer but not as the choice, or not at all.Qwen 3.7 FlashTrintech Adra alternatives: FloQast, Numeric, Prophix One
MiniMax M2.5Trintech Adra alternatives: Numeric, Ramp
Neither was the first choice, one was named
6 of 12 modelsThe answer put something else first and named one of the two as an alternative.Gemini 3.5 FlashNumeric, ZoneReconcile alternatives: FloQast, HighRadius, Trintech Adra
Grok 4.1 FastFloQast alternatives: Numeric, Prophix One, Trintech Adra
Mistral SmallHighRadius, Prophix One alternatives: Sage Intacct, Trintech Adra
DeepSeek V4 FlashNumeric alternatives: FloQast, Trintech Adra
Kimi K2FloQast, Numeric alternatives: Prophix One, Trintech Adra
GLM 4.7 FlashXNumeric alternatives: FloQast, HighRadius, OneStream, Oracle Account Reconciliation Cloud, Prophix One, Ramp, Trintech Adra
Neither was named
4 of 12 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5no first choice
GPT-5.4 miniFloQast alternatives: BlackLine, Oracle Account Reconciliation Cloud, Trintech
Perplexity SonarFloQast alternatives: Numeric, Prophix One
Llama 4 Maverickno first choice
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
Trintech Adra is not named for this buyer.
Zoho Books8%#3 of 8Trintech Adra—not namedMid-marketThe figures above
The order flips: Trintech Adra leads at mid-market.
Trintech Adra10%#3 of 11Zoho Books6%#5 of 11Enterprise
Zoho Books is not named for this buyer.
Trintech Adra2%#– of 8Zoho Books—not namedWhat the models said about Trintech Adra
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Trintech Adra — The dedicated mid-market close platform, though with longer implementation timelines.” DeepSeek V4 Flash · paraphrase prompt · soft negative
“Vendors commonly positioned for your segment include Adra by Trintech, FloQast, and Numeric” DeepSeek V4 Flash · scale prompt · first choice
“Adra by Trintech if you want *more direct reconciliation automation with stronger controls*” Perplexity Sonar · paraphrase prompt · first choice
“Trintech Adra is often highlighted as the *top choice for mid-market*” MiniMax M2.5 · direct prompt · first choice
What the models said about Zoho Books
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“The best account reconciliation software for a company with a limited budget is Zoho Books, as it is considered the best budget-friendly all-in-one suite.” Llama 4 Maverick · budget prompt · first choice
“Zoho Books is the best overall choice because it provides genuine bank reconciliation (with auto-matching and feeds) at $0 cost” DeepSeek V4 Flash · budget prompt · first choice
Also compared
FloQast vs Trintech AdraFloQast vs Zoho BooksNumeric vs Trintech AdraNumeric vs Zoho BooksTrintech Adra vs QuickBooks OnlineTrintech Adra vs HighRadiusTrintech Adra vs XeroTrintech Adra vs Prophix OneQuickBooks Online vs Zoho BooksZoho Books vs HighRadiusZoho Books vs XeroZoho Books vs Prophix OneAll twenty-eight head-to-head pages and the full account reconciliation 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.