One of fourteen models named Selflessly first on the direct prompt; zero named YourCause. Selflessly was named by thirteen of the fourteen models and YourCause by fourteen and Selflessly carries 30 labels and YourCause 34, so the shares are not directly comparable.
Named in one category this edition.
Named in one category 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 employee giving and volunteering page.
Across every category in the October 2026 Edition, Selflessly and YourCause were named in the same answer thirty-two times, of the 89 answers naming Selflessly and the 99 naming YourCause. In those answers YourCause took the first choice zero times and Selflessly eighteen.
| 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. Four of five in this category shown.
“add giving but exceed tight budgets” Grok 4.1 Fast · budget prompt · soft negative
“Selflessly is probably your sweet spot — it's the most affordable all-in-one solution built specifically for small and medium businesses.” DeepSeek V4 Flash · budget prompt · first choice
“the strongest fit in the results is Selflessly because it is explicitly described as an affordable solution” Perplexity Sonar · budget prompt · first choice
“I would recommend Tilt (formerly Tilt Studio) or Selflessly, depending on your specific focus.” Qwen 3.7 Flash · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Benevity, YourCause, and Deed are specifically called out for issues such as long distribution timelines, limited mobile support, or heavy administrative burden” Perplexity Sonar · negative prompt · hard negative
“Platforms like Benevity, YourCause, CyberGrants that charge extra for support, have high transaction fees, and require complex onboarding” GLM 4.7 FlashX · negative prompt · hard negative
“Avoid: Enterprise-heavy platforms like Benevity or YourCause unless you have 1,000+ employees” Kimi K2 · paraphrase prompt · hard negative
“YourCause is a SaaS-based platform ... This is ideal for mid-sized companies that want a comprehensive platform without enterprise complexity.” Claude Haiku 4.5 · paraphrase prompt · first choice
“I'd recommend considering YourCause (from Blackbaud) or Millie as top choices for a mid-sized B2B company” MiniMax M2.5 · paraphrase prompt · first choice
“YourCause is a strong competitor to Benevity, particularly for organizations already using Blackbaud's fundraising software.” GLM 4.7 FlashX · comparative prompt · alternative
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.