Centime vs Tesorio
Two of fourteen models named Centime first on the direct prompt; two named Tesorio. Centime was named by nine of the fourteen models and Tesorio by thirteen and Centime carries 12 labels and Tesorio 25, so the shares are not directly comparable.
Named in seven categories this edition.
Named in five categories this edition.
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 cash flow forecasting page.
By framing
CentimeFirst choices, of fourteen modelsTesorio
Every model, every framing
| 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 | | |
Centime Tesorio first choice named as an alternative argued againstblank: not namedEach cell is one answer, Centime on the left and Tesorio on the right.The direct prompt
Both were the first choice
1 of 14 modelsThe answer named them together, and the judge labeled each a first choice.Centime first, Tesorio not the choice
1 of 14 modelsTesorio was named in the answer but not as the choice, or not at all.Tesorio first, Centime not the choice
1 of 14 modelsCentime was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
6 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
5 of 14 modelsThe answer made no first choice from these two in this category.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
Centime0%#– of 11Tesorio0%#– of 11Tesorio8%#4 of 16Centime—not namedWhat the models said about Centime
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Tesorio or Centime | Forecasts cash based on actual buyer payment trends, not due dates.” Gemini 3.5 Flash · direct prompt · first choice
“Centime and Tesorio are the top choices due to their strong integration with common ERPs” Mistral Small · paraphrase prompt · first choice
“Centime and Upflow stand out as purpose-built for this segment” MiniMax M2.5 · direct 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. One of one in this category shown.
“Tesorio or Centime | Forecasts cash based on actual buyer payment trends, not due dates.” Gemini 3.5 Flash · direct prompt · first choice
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.