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Cash flow forecasting · September 2026 Edition

Tesorio vs Chaser

Three of twelve models named Tesorio first on the direct prompt; four named Chaser. Tesorio was named by eleven of the twelve models and Chaser by nine and Tesorio carries 22 labels and Chaser 13, so the shares are not directly comparable.

Tesorio

accepted challenger

Named in five categories this edition.

Chaser

accepted challenger

Named in six categories this edition.

First-choice share10%8%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#2#3A position in a field of 14; printed, not drawn.
Labels2213A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Tesorio reading right to left. Rank and label count are printed, not drawn.Cube was named alongside these two in nine of the twelve direct answers. Agicap vs Tesorio · Agicap vs Chaser

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 cash flow forecasting page.

By framing

How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
TesorioFirst choices, of twelve modelsChaser
Direct34
Paraphrase10
Comparative10
Budget-constrained00
Scale-constrained10
Negative001 against Tesorio
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.

The direct prompt

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

Tesorio first, Chaser an alternative

3 of 12 modelsChaser was named in the answer but not as the choice, or not at all.
Claude Haiku 4.5Tesorio alternatives: Billtrust, Cube, Drivetrain
Gemini 3.5 FlashCentime, Tesorio alternatives: Agicap, Cube, Mosaic, Trovata
Kimi K2Tesorio alternatives: Agicap, Chaser, Cube, Float

Chaser first, Tesorio an alternative

4 of 12 modelsTesorio was named in the answer but not as the choice, or not at all.
Grok 4.1 FastChaser, Drivetrain alternatives: Abacum, Upflow
Qwen 3.7 FlashChaser alternatives: Abacum, Phocas Software, Vena
GLM 4.7 FlashXChaser alternatives: Abacum, Drivetrain, Float, Futrli, Upflow
MiniMax M2.5Chaser alternatives: Cube, Tesorio

Neither was the first choice, one was named

5 of 12 modelsThe answer put something else first and named one of the two as an alternative.
GPT-5.4 miniAgicap alternatives: Cube, Float, Tesorio
Perplexity SonarAbacum, Drivetrain alternatives: Chaser, Cube, Vena
Mistral SmallCube alternatives: Abacum, Chaser
DeepSeek V4 FlashAbacum alternatives: Centime, Chaser, Cube, Drivetrain
Llama 4 MaverickCube alternatives: Abacum, Agicap, Chaser, GTreasury

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
Chaser leads by six points.
Chaser6%#– of 8
Tesorio0%#– of 8
The full small business standing →
Mid-marketThe figures above
The order flips: Tesorio leads at mid-market.
Tesorio10%#2 of 14
Chaser8%#3 of 14
The full mid-market standing →
Enterprise
Tesorio leads by twenty points.
Tesorio20%#2 of 10
Chaser0%#– of 10
The full enterprise standing →

What the models said about Tesorio

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

“Tesorio: Users report sync issues with ERP systems, invoicing delays, and missing features around payment recording and reporting” MiniMax M2.5 · negative prompt · soft negative
“1. Tesorio – Best for B2B SaaS & Tech Companies ... Choose Tesorio if you're in tech/SaaS and want the most accurate AR-based forecasting” Kimi K2 · direct prompt · first choice
“Tesorio is a good fit for mid-market SaaS and subscription businesses that need forecasting and AR automation in one platform” Claude Haiku 4.5 · direct prompt · first choice

What the models said about Chaser

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

“Best for Collection Uncertainty: Chaser ... Chaser is highly rated for mid-market B2B businesses” Qwen 3.7 Flash · direct prompt · first choice
Also compared
Agicap vs TesorioAgicap vs ChaserThe full cash flow forecasting standing

Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.