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Employee giving and volunteering · October 2026 Edition
Benevity Enterprise Impact Platform vs Deed
One of fourteen models named Benevity Enterprise Impact Platform first on the direct prompt; zero named Deed. Benevity Enterprise Impact Platform was named by fourteen of the fourteen models and Deed by eight and Benevity Enterprise Impact Platform carries 61 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 share3%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate59%12%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#7#8A position in a field of 10; printed, not drawn.
Labels6116A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Benevity Enterprise Impact Platform 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 Benevity Enterprise Impact Platform · Millie vs Deed · Selflessly vs Benevity Enterprise Impact Platform
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.
Benevity Enterprise Impact PlatformFirst choices, of fourteen modelsDeedDirect108 against Benevity Enterprise Impact Platform
Paraphrase118 against Benevity Enterprise Impact Platform
Comparative120
Budget-constrained006 against Benevity Enterprise Impact Platform
Scale-constrained003 against Benevity Enterprise Impact Platform
Negative0111 against Benevity Enterprise Impact Platform · 2 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.
Across every category in the October 2026 Edition, Benevity Enterprise Impact Platform and Deed were named in the same answer thirty-two times, of the 180 answers naming Benevity Enterprise Impact Platform and the 38 naming Deed. In those answers Deed took the first choice one time and Benevity Enterprise Impact Platform twelve.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Benevity Enterprise Impact Platform 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 | |
Benevity Enterprise Impact PlatformDE Deed first choice named as an alternative argued againstblank: not namedEach cell is one answer, Benevity Enterprise Impact Platform on the left and Deed on the right.The direct prompt
The plain question, one answer per model, grouped by where Benevity Enterprise Impact Platform and Deed stood in it.
Benevity Enterprise Impact Platform first, Deed not the choice
1 of 14 modelsDeed was named in the answer but not as the choice, or not at all.Qwen 3.7 FlashBenevity Enterprise Impact Platform, Social Cues alternatives: Goodchange, Salesforce Nonprofit Cloud
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.GPT-5.4 miniBonterra alternatives: Benevity Enterprise Impact Platform
Gemini 3.5 FlashGroundswell alternatives: Bright Funds, Deed, Millie, Uncommon Giving
GPT-6 LunaSelflessly alternatives: Benevity Enterprise Impact Platform, Millie, YourCause
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
Perplexity SonarMillie alternatives: Percent Pledge, Uncommon Giving
Grok 4.1 FastMillie alternatives: Goodera, Selflessly, Uncommon Giving
Mistral SmallBright Funds alternatives: Uncommon Giving, VolunteerLocal
DeepSeek V4 FlashGroundswell, Millie alternatives: Bright Funds, OnHand, Selflessly, Uncommon Giving
Llama 4 MaverickBright Funds alternatives: Guideflow, Uncommon Giving
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
Deed leads by two points.
Deed2%#– of 11
Benevity Enterprise Impact Platform0%#11 of 11Mid-marketThe figures above
The order flips: Benevity Enterprise Impact Platform leads at mid-market.
Benevity Enterprise Impact Platform3%#7 of 10Deed2%#8 of 10
The full mid-market standing →Enterprise
Benevity Enterprise Impact Platform leads by sixty-nine points.
Benevity Enterprise Impact Platform69%#1 of 11Deed0%#9 of 11
The full enterprise standing →What the models said about Benevity Enterprise Impact Platform
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Platforms with documented, repeated criticisms Benevity ... complex admin, slow fund distribution, 2–3% transaction fees, hard-to-reach support, and low employee engagement.” Muse Glimmer 30B · negative prompt · hard negative
“Legacy CSR platforms with slow payouts, limited payment options, or clunky workflows; Benevity, YourCause, and Deed are specifically called out for issues” 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
“It's one of the most comprehensive "all-in-one" CSR platforms, with strong global disbursement, nonprofit vetting, mobile access, and enterprise reporting.” GPT-5.4 mini · comparative prompt · first choice
“Choose Benevity if you need the most comprehensive platform, have complex global needs, and budget isn't a primary constraint” Kimi K2 · comparative prompt · first choice
“Benevity is described as the reference for employee-led programmes — giving, matching and volunteering at global scale” Muse Glimmer 30B · comparative 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 Benevity Enterprise Impact PlatformMillie vs DeedSelflessly vs Benevity Enterprise Impact PlatformSelflessly vs DeedUncommon Giving vs Benevity Enterprise Impact PlatformUncommon Giving vs DeedBright Funds vs Benevity Enterprise Impact PlatformBright Funds vs DeedGroundswell vs Benevity Enterprise Impact PlatformGroundswell vs DeedYourCause vs Benevity Enterprise Impact PlatformYourCause 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.