Precoro vs Ivalua
Two of fourteen models named Precoro first on the direct prompt; zero named Ivalua. Precoro was named by twelve of the fourteen models and Ivalua by twelve and Precoro carries 23 labels and Ivalua 16, so the shares are not directly comparable.
Named in five categories this edition.
Named in four 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 strategic sourcing page.
By framing
PrecoroFirst choices, of fourteen modelsIvalua
Across every category in the October 2026 Edition, Precoro and Ivalua were named in the same answer fifty-seven times, of the 287 answers naming Precoro and the 267 naming Ivalua. In those answers Ivalua took the first choice one time and Precoro nineteen.
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 4.1 Fast | | | ||||
| 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 | | | |
Precoro Ivalua first choice named as an alternative argued againstblank: not namedEach cell is one answer, Precoro on the left and Ivalua on the right.The direct prompt
Precoro first, Ivalua an alternative
2 of 14 modelsIvalua was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
7 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
Ivalua21%#3 of 8Precoro0%#– of 8What the models said about Precoro
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 suggest starting with Loopio if your primary need is RFP response management, or Precoro if you need broader procurement automation” MiniMax M2.5 · paraphrase prompt · first choice
What the models said about Ivalua
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“rather than a full suite like SAP Ariba, Coupa, Ivalua or GEP that is built for larger, ERP-native estates” Muse Glimmer 30B · scale prompt · soft negative
“Look for: A specialized mid-market solution (like Jaggaer, Ivalua, Proactis, or even cloud-first contenders like Spendwise).” Qwen 3.7 Flash · scale 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.