Benchmark Chart Test 
The Verge
MARCH 17, 2022
When Apple introduced the M1 Ultra — the company’s most powerful in-house processor yet and the crown jewel of its brand new Mac Studio — it did so with charts boasting that the Ultra capable of beating out Intel’s best processor or Nvidia’s RTX 3090 GPU all on its own. But that’s because Apple’s chart is, for lack of a better term, cropped.
The Verge
JULY 8, 2021
The issue arose following testing by Anandtech’s Andrei Frumusanu, who called the situation “rather baffling” after discovering slowdown in a wide range of prominent apps from Google’s Play Store. Some phone manufacturers have been caught in the past artificially boosting performance so that their devices run unreasonably fast in benchmarks.
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Bloomerang
AUGUST 16, 2021
Start with benchmark data. Luckily, there are a number of great reports available to help you set a benchmark against industry averages. These are some places to begin: M+R Benchmarks ; Fundraising Effectiveness Project Reports ; Fundraising Report Card Benchmarks. . Do more testing. Track your own data.
NVIDIA AI Blog
FEBRUARY 11, 2025
See chart below.) This chart highlights the exponential growth in training compute requirements for notable machine learning models since 2012. AI performance for autonomous vehicles or robots requires extensive training and testing. One paper catalogs and classifies more than 50 major transformer models alone (see chart below).
Amy Sample Ward
JUNE 13, 2011
" 2011 donorCentrics Internet and Multichannel Giving Benchmarking Report – "Five years into the research, it is clear that direct mail giving is still the overwhelming majority of fundraising revenue, and organizations must find ways to optimize multichannel giving versus hyper-focusing on internet giving alone.
Beth's Blog: How Nonprofits Can Use Social Media
FEBRUARY 14, 2012
I tested out the five phases of falling in love with measurement. Given the topic was measurement, I couldn’t help but go a little meta and play with incorporating learning analytics into the instruction. Denial: You can’t measure social media! Delight: Check out these charts and graphs! I tested each one.
M+R
FEBRUARY 13, 2025
One organization we work with tried reactivating donors who had lapsed within the past four years by testing into emailing them carefully in order to confirm it wouldnt harm email deliverability. We saw in our 2024 Benchmarks study that the median nonprofit was sending only 7.7
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