Zero of fourteen models named oboloo first on the direct prompt; seven named Procurify. oboloo was named by eleven of the fourteen models and Procurify by nine and both carry 11 labels, so the shares below are directly comparable.
Named in two 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 strategic sourcing page.
| 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 |
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“better suited to small and medium enterprises ... rather than a larger mid-market deployment” Perplexity Sonar · paraphrase prompt · soft negative
“oboloo is highly rated (4.8/5) and offers a "free forever" cloud-based e-procurement software suite... a strong choice for small businesses” Mistral Small · budget prompt · first choice
“If you need a truly zero-cost start, oboloo's free-forever plan and Tradogram's 1-user free tier are the lowest floor options.” Muse Glimmer 30B · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“For most mid-market B2B companies, Procurify offers the best balance of speed-to-value, feature completeness, mid-market-specific design, and proven results.” DeepSeek V4 Flash · direct prompt · first choice
“"Procurify is the best pick when mid-market finance and operations teams need controlled purchasing with department budgets and approvals"[” Muse Glimmer 30B · 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.