Finance AI Index
Index › Treasury and cash › Cash flow forecasting › Agicap vs Tesorio
Cash flow forecasting · September 2026 Edition

Agicap vs Tesorio

One of twelve models named Agicap first on the direct prompt; three named Tesorio. Agicap was named by eleven of the twelve models and Tesorio by eleven and Agicap carries 24 labels and Tesorio 22, so the shares are not directly comparable.

Agicap

accepted challenger

Named in three categories this edition.

Tesorio

accepted challenger

Named in five categories this edition.

First-choice share18%10%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate4%5%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#2A position in a field of 14; printed, not drawn.
Labels2422A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Agicap 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 Chaser · Tesorio 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.
AgicapFirst choices, of twelve modelsTesorio
Direct13
Paraphrase71
Comparative01
Budget-constrained00
Scale-constrained11
Negative001 against Agicap · 1 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 Agicap and Tesorio stood in it.

Agicap first, Tesorio an alternative

1 of 12 modelsTesorio was named in the answer but not as the choice, or not at all.
GPT-5.4 miniAgicap alternatives: Cube, Float, Tesorio

Tesorio first, Agicap an alternative

3 of 12 modelsAgicap 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

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.
Llama 4 MaverickCube alternatives: Abacum, Agicap, Chaser, GTreasury
MiniMax M2.5Chaser alternatives: Cube, Tesorio

Neither was named

6 of 12 modelsThe answer made no first choice from these two in this category.
Perplexity SonarAbacum, Drivetrain alternatives: Chaser, Cube, Vena
Grok 4.1 FastChaser, Drivetrain alternatives: Abacum, Upflow
Mistral SmallCube alternatives: Abacum, Chaser
DeepSeek V4 FlashAbacum alternatives: Centime, Chaser, Cube, Drivetrain
Qwen 3.7 FlashChaser alternatives: Abacum, Phocas Software, Vena
GLM 4.7 FlashXChaser alternatives: Abacum, Drivetrain, Float, Futrli, Upflow

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
Agicap leads by two points.
Agicap2%#5 of 8
Tesorio0%#– of 8
The full small business standing →
Mid-marketThe figures above
Agicap leads by eight points.
Agicap18%#1 of 14
Tesorio10%#2 of 14
The full mid-market standing →
Enterprise
The order flips: Tesorio leads at enterprise.
Tesorio20%#2 of 10
Agicap0%#– of 10
The full enterprise standing →

What the models said about Agicap

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

“Caution level: High — but not a flat "avoid"” DeepSeek V4 Flash · negative prompt · soft negative
“For most mid‑sized B2B companies ... Agicap is the most frequently recommended option in recent reviews.” MiniMax M2.5 · paraphrase prompt · first choice

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
Also compared
Agicap vs ChaserTesorio 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.