-
UK singer-songwriter Raye wins Mercury Prize for second album
-
Around 150,000 rally in Belgrade as Serbia heads to pivotal poll
-
Antonelli needs ‘perfect weekend’ to realise title dream
-
Hamilton sets sights on racing in African grand prix
-
Reclaiming the walls in a former Salvadoran gang hotspot
-
Bournemouth hammer 10-man Milan, Juventus denied at the death
-
Musk wants to merge SpaceX and Tesla: Here's what to know
-
Judge orders Trump to give deposition in BBC lawsuit by Dec 11
-
Musk's wants to merge SpaceX and Tesla: Here's what to know
-
'Fake' pollsters hit US midterms
-
Hashimoto sweeps to gymnastics world all-around title
-
Global markets retreat as tech mood sours, oil prices jump
-
Super Bowl MVP Walker returns to Seattle with unbeaten Chiefs
-
Juventus denied at the death, Sunderland make point in Poland in Europa League
-
Red Bull advisor Marko slams Horner memoir as 'collection of untruths'
-
Tens of thousands rally as Serbia heads to pivotal poll
-
France reports first human Shamonda virus case, says no health risk
-
Monet's 'Iris' fetches 50 mn euros at Paris auction
-
Rekindled Gucci desirability fails to light flame under Kering sales
-
L'Oreal sees double-digit sales growth
-
Thousands rally as Serbia heads to pivotal poll
-
Sri Lanka stun England with huge chase after Brook's 202
-
Marathon star Aga banned six years for doping and misleading investigation
-
Guatemala sentences former police officers in gay couple's killings
-
USA to host women's football Club World Cup in 2028 - FIFA
-
Nelson's erotic dream letter features in London auction
-
Finland grants licence for world's first nuclear waste repository
-
Canada opens free trade talks with Turkey
-
'Old-fashioned' South Africa thump Australia to level Test series
-
Swiss, Austrian women freed after Niger kidnap ordeal
-
No more taking out the trash at your Airbnb
-
Austrian-born French resistance fighter dies aged 105: regional official
-
Swiss supreme court upholds Guatemala ex-police chief sentence
-
Paris shop-owners and residents prepare for fresh protests
-
UN climate disaster fund moves to provide $20 mn aid for Nepal
-
French, Japanese authors try to write novel on one-day train ride
-
Africa faces 'complex' Ebola outbreak after spread to Nigeria: WHO
-
Pentagon, Lockheed announce agreement for 850 F-35 jets over 10 years
-
American detained in Russia arrives in US: lawyer
-
Brook scores fastest double century in ODI history in rampant England's 429-4
-
Pentagon, Lockheed announce deal for 850 F-35 jets over 10 years
-
Top-ranked Rybakina into Ningbo quarter-finals on return from injury
-
French authorities seek to ban or curb fresh protests
-
Samson superb as India mark record T20 chase in win over New Zealand
-
Nearly all coral reefs risk collapse in 50 years: IUCN
-
Nvidia boss criticises 'cheap' AI doomsday warnings
-
Foden can be one of Premier League's best again, says Maresca
-
Philippines trailblazer Eala ousted in Ningbo last 16
-
'Solution from the heavens': Indonesians pray for rain as fires burn
-
Stocks retreat as tech mood sours, oil prices jump
EdWealth Announces MoneyBench Benchmark Comparing AI Money Answers From Ed, ChatGPT and Gemini
EdWealth (edwealth.ai) today announced the publication of MoneyBench, a benchmark developed by the company to evaluate how AI systems answer personal finance questions. The benchmark compares Ed, EdWealth's AI personal finance coach, with ChatGPT and Gemini on usefulness and factual accuracy.
Ask an AI about money and a confident, plausible answer arrives instantly. Whether the numbers are right is invisible as you read. In an Intuit Credit Karma survey, 52% of adults who acted on AI financial advice reported a poor decision [1].
According to EdWealth's MoneyBench results for July, Ed ranked first, winning 62.3% of questions, compared with 20.8% for Gemini and 17.0% for ChatGPT [2].

What made the difference
Writing quality did not separate the three, and accuracy scores often matched. Usefulness did: Ed averaged 4.24 on a five-point scale to ChatGPT's 3.62 and Gemini's 3.47, higher on roughly seven of ten questions against each.

Five things set Ed apart:
- Live numbers. Ed's 120-plus financial data-and-analysis tools query the current filing, live price, holdings table, not last quarter's memory.
- Decision-first answers. Conclusion first, then reasoning, then options.
- Fact and interpretation, separated. Limits and deadlines are stated as rules, context and trade-offs as interpretation. Most AI blurs the two.
- A coach that stays. From what a user shares, Ed learns their numbers, goals and habits; every answer builds on the last, across cash flow, taxes, stock compensation, funds, insurance. Account connections are read-only.
- Statute, not guesswork. Phase-outs, benefit formulas and multi-year tax rules come from a base of 11,566 parameters, sourced to the IRS, SSA, CMS and state authorities, across 51 US jurisdictions.
Confidence is not correctness
"Wealthy families always had a money person to call. Everyone else got search results, then a confident chatbot," said Allen Ng, founder of EdWealth. "Ed closes that gap: live numbers, the reasoning shown, the decision still yours."
The answers were scored by Claude, an AI from Anthropic, which builds none of the three. It checked each answer's key figures against live sources, and an answer containing a fact proven false could not win. That check cost Ed: its score fell 5.3 points, both competitors rose, and Ed still finished first. Its 40 losses appear in the paper beside the wins. Where Ed's facts were wrong, its usefulness fell with them: useful answers are built on correct ones.

In May's first round Ed placed third of three, held back by weak data retrieval. EdWealth rebuilt it, and Ed has led every round since.
The part no benchmark can measure
The same question has a different right answer for each person: holdings, taxes, goals. A general assistant answers for everyone; Ed answers for one person, and keeps learning them. The test could not see that: standalone questions, nothing known about the asker. A benchmark measures the answer; a money person of your own knows the question behind it.
The full paper, with complete results, method and limitations: edwealth.ai/moneybench.
"We put our product on trial in public," said Ng. "Financial AI should be judged on one question: does it help a person make a better money decision. Useful, and right. Only then does the rest follow. Money at peace, wealth in motion."
About EdWealth
EdWealth builds agentic AI products for personal financial clarity and Financial Fitness. Its debut product, Ed, is a personal finance coach for modern households; user data is never for sale. Ed is available at edwealth.ai, on the App Store, and on Google Play.
Disclaimer: Ed provides financial information and education only — not investment, tax, or legal advice, and not a recommendation to buy or sell anything. Ed does not provide personalised investment recommendations. Ed is not a licensed financial adviser; its AI-generated outputs may be wrong, and all decisions are your own. Consult a licensed professional before acting. Availability, features, and pricing may vary by jurisdiction; Ed is offered only where permitted by applicable law.
Website: https://www.edwealth.ai/
Instagram: https://www.instagram.com/edwealth.ai/
Media contact: [email protected]
Sources: [1] Intuit Credit Karma, survey of 1,019 US adults, fielded August 7-14, 2025. [2] Systems as tested, July 2026: Ed in production configuration; ChatGPT (GPT-5.6 Sol) at Pro effort; Gemini (3.6 Flash) at default configuration.
Contact
Communications LeadPhoebe Woo
EdWealth
[email protected]
Source article: https://financewire.com/2026/08/31/edwealth-announces-moneybench-benchmark-comparing-ai-money-answers-from-ed-chatgpt-and-gemini/
S.Spengler--VB