Account reconciliation · November 2026 Edition
FloQast vs Prophix One
Nine of fourteen models named FloQast first on the direct prompt; two named Prophix One. FloQast was named by fourteen of the fourteen models and Prophix One by twelve and FloQast carries 49 labels and Prophix One 21, so the shares are not directly comparable.
Named in seven categories this edition.
Named in six categories this edition.
First-choice share27%5%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate10%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#6A position in a field of 15; printed, not drawn.
Labels4921A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, FloQast reading right to left. Rank and label count are printed, not drawn.Numeric was named alongside these two in eleven of the fourteen direct answers. FloQast vs Xero · FloQast vs QuickBooks Online · FloQast vs Zoho Books
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 account reconciliation page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
FloQastFirst choices, of fourteen modelsProphix One
Direct92
Paraphrase61
Comparative20
Budget-constrained002 against FloQast
Scale-constrained20
Negative003 against FloQast
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 FloQast and Prophix One 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 | | | | |
FloQast Prophix One first choice named as an alternative argued againstblank: not namedEach cell is one answer, FloQast on the left and Prophix One on the right.The direct prompt
The plain question, one answer per model, grouped by where FloQast and Prophix One stood in it.
FloQast first, Prophix One an alternative
9 of 14 modelsProphix One was named in the answer but not as the choice, or not at all.Gemini 3.5 FlashFloQast alternatives: BlackLine Transaction Matching, Numeric, Trintech Adra, ZoneReconcile
Perplexity SonarFloQast alternatives: HighRadius, Numeric, Prophix One, Trintech Adra
Grok 4.20FloQast alternatives: BlackLine Transaction Matching, Datarails, Prophix One, Trintech
Mistral SmallFloQast alternatives: Numeric, Prophix One, Trintech Adra
DeepSeek V4 FlashFloQast, Numeric alternatives: Prophix One, Trintech
Llama 4 MaverickFloQast alternatives: BlackLine Transaction Matching, Numeric, Prophix One, Trintech Adra
Kimi K2FloQast alternatives: DOKKA, Numeric, Trintech
MiniMax M2.5FloQast, Numeric alternatives: Trintech Adra
GPT-6 LunaFloQast alternatives: BlackLine Transaction Matching, Numeric, Trintech Adra
Prophix One first, FloQast an alternative
2 of 14 modelsFloQast was named in the answer but not as the choice, or not at all.GLM 4.7 FlashXProphix One alternatives: FloQast, Numeric, Trintech Adra
Muse Glimmer 30BProphix One alternatives: BlackLine Transaction Matching, DOKKA, FloQast, Numeric, Trintech
Neither was the first choice, one was named
3 of 14 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5Trintech Adra alternatives: FloQast, Numeric, Prophix One
GPT-5.4 miniBlackLine Transaction Matching alternatives: FloQast, Trintech
Qwen 3.7 FlashBlackLine Transaction Matching alternatives: FloQast, ReconArt, Syft, Vena
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
FloQast leads by five points.
FloQast5%#4 of 10Prophix One0%#– of 10Mid-marketThe figures above
FloQast leads by twenty-three points.
FloQast27%#1 of 15Prophix One5%#6 of 15Enterprise
What the models said about FloQast
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Avoid enterprise platforms such as BlackLine, FloQast, and Trintech” Perplexity Sonar · budget prompt · hard negative
“For most mid-sized B2B companies, FloQast is the best overall choice due to its popularity, ease of use, and strong integration capabilities.” Mistral Small · paraphrase prompt · first choice
“Start with FloQast for most mid-market B2B companies—it's practical, highly rated for financial close/reconciliation, and minimizes risk.” Grok 4.20 · direct prompt · first choice
“FloQast — Best overall for mid-market close + reconciliation; Excel-friendly, fast implementation (2–4 weeks), $999/month starting.” DeepSeek V4 Flash · scale prompt · first choice
What the models said about Prophix One
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“I'd recommend starting with Sage Intacct or Prophix One for their comprehensive mid-market focus” MiniMax M2.5 · paraphrase prompt · first choice
Also compared
FloQast vs XeroFloQast vs QuickBooks OnlineFloQast vs Zoho BooksFloQast vs Trintech AdraFloQast vs BlackLine Transaction MatchingFloQast vs NumericXero vs Prophix OneQuickBooks Online vs Prophix OneZoho Books vs Prophix OneTrintech Adra vs Prophix OneProphix One vs BlackLine Transaction MatchingProphix One vs NumericAll 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.