Employee giving and volunteering · October 2026 Edition
Selflessly vs Deed
One of fourteen models named Selflessly first on the direct prompt; zero named Deed. Selflessly was named by thirteen of the fourteen models and Deed by eight and Selflessly carries 30 labels and Deed 16, so the shares are not directly comparable.
Named in one category this edition.
Deed
accepted challengerNamed in one category this edition.
First-choice share20%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate3%12%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#8A position in a field of 10; printed, not drawn.
Labels3016A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Selflessly reading right to left. Rank and label count are printed, not drawn.Uncommon Giving was named alongside these two in ten of the fourteen direct answers. Millie vs Selflessly · Millie vs Deed · Selflessly vs Uncommon Giving
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.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
SelflesslyFirst choices, of fourteen modelsDeedDirect10
Paraphrase31
Comparative00
Budget-constrained701 against Selflessly
Scale-constrained10
Negative012 against Deed
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Selflessly and Deed stood in it.
| Model | DirectDE | ParaphraseDE | ComparativeDE | Budget-constrainedDE | Scale-constrainedDE | NegativeDE |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | DE | | DE | |||
| GPT-5.4 mini | DE | |||||
| Gemini 3.5 Flash | DE | | DE | | DE | DE |
| Perplexity Sonar | DE | | DE | |||
| Grok 4.1 Fast | | | | | ||
| Mistral Small | | | ||||
| DeepSeek V4 Flash | | | | | | |
| Llama 4 Maverick | DE | |||||
| Qwen 3.7 Flash | | | ||||
| Kimi K2 | DE | DE | | |||
| GLM 4.7 FlashX | | | ||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | | | ||||
| Muse Glimmer 30B | DE |
SelflesslyDE Deed first choice named as an alternative argued againstblank: not namedEach cell is one answer, Selflessly on the left and Deed on the right.The direct prompt
The plain question, one answer per model, grouped by where Selflessly and Deed stood in it.
Selflessly first, Deed not the choice
1 of 14 modelsDeed was named in the answer but not as the choice, or not at all.GPT-6 LunaSelflessly alternatives: Benevity Enterprise Impact Platform, Millie, YourCause
Neither was the first choice, one was named
3 of 14 modelsThe answer put something else first and named one of the two as an alternative.Gemini 3.5 FlashGroundswell alternatives: Bright Funds, Deed, Millie, Uncommon Giving
Grok 4.1 FastMillie alternatives: Goodera, Selflessly, Uncommon Giving
DeepSeek V4 FlashGroundswell, Millie alternatives: Bright Funds, OnHand, Selflessly, Uncommon Giving
Neither was named
10 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Uncommon Giving alternatives: Bright Funds, Groundswell, Millie
GPT-5.4 miniBonterra alternatives: Benevity Enterprise Impact Platform
Perplexity SonarMillie alternatives: Percent Pledge, Uncommon Giving
Mistral SmallBright Funds alternatives: Uncommon Giving, VolunteerLocal
Llama 4 MaverickBright Funds alternatives: Guideflow, Uncommon Giving
Qwen 3.7 FlashBenevity Enterprise Impact Platform, Social Cues alternatives: Goodchange, Salesforce Nonprofit Cloud
Kimi K2Groundswell, Millie alternatives: Alaya, OnHand, YourCause
GLM 4.7 FlashXBright Funds alternatives: Uncommon Giving
MiniMax M2.5Bright Funds, Uncommon Giving alternatives: Millie, OnHand
Muse Glimmer 30BBright Funds, Uncommon Giving
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
Selflessly leads by forty-one points.
Selflessly43%#1 of 11Deed2%#– of 11
The full small business standing →Mid-marketThe figures above
Selflessly leads by nineteen points.
Selflessly20%#2 of 10Deed2%#8 of 10
The full mid-market standing →Enterprise
What the models said about Selflessly
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
What the models said about Deed
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six 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
“the platform leaves a ton of administrative paperwork for HR staffers, and customer service can also be slow to respond” Claude Haiku 4.5 · negative prompt · soft negative
“look into modern, employee-experience-first platforms such as Deed, Groundswell, Uncommon Giving, or Millie” Gemini 3.5 Flash · negative prompt · first choice
“I'd generally recommend Deed or Millie” GPT-5.4 mini · paraphrase prompt · first choice
“enterprise social impact software platform designed to make workplace giving and volunteering engaging and easy for employees” Llama 4 Maverick · paraphrase prompt · alternative
Also compared
Millie vs SelflesslyMillie vs DeedSelflessly vs Uncommon GivingSelflessly vs Bright FundsSelflessly vs GroundswellSelflessly vs YourCauseSelflessly vs Benevity Enterprise Impact PlatformUncommon Giving vs DeedBright Funds vs DeedGroundswell vs DeedYourCause vs DeedBenevity Enterprise Impact Platform vs DeedAll twenty-eight head-to-head pages and the full giving & volunteering standing
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.