The Fastest Way to Wordle: By the Numbers!

I’m a sucker for statistical analysis, especially when it comes to puzzles and games. In previous posts, I’ve looked at improved strategies for playing Guess Who, Hangman, and Monopoly.

And now, we’ve got solid data that might indicate the best method for tackling your daily Wordle solve.

Last week, as the world celebrated five years of Wordle solving, the New York Times posted an article analyzing 730 MILLION games of Wordle from the past year, and they came to an interesting conclusion:

Players in Hard Mode solve in fewer turns on average.

That seems like an contradiction in terms. Hard Mode limits letter choices and flexibility based on which letters are locked in (green), whereas Standard Mode allows you to play any letter at any time, which should offer a solving advantage.

But it doesn’t seem to, as Hard Mode solvers average more efficient solves than Standard Mode solvers.

While it’s possible this could be attributed to the pool of solvers — Hard Mode likely attracts better or more efficient solvers in general — the article theorizes that Hard Mode’s constraints push players to guess less wastefully.

This, combined with better starting-word selection — apparently vowel-heavy words like ADIEU and AUDIO are statistically less efficient! — leads to better results overall.

These are certainly helpful guidelines, but I do think an overall change in tactics can also help solvers in both Standard and Hard Mode.

The article mentions one of the dangers of Hard Mode solving, “the rhyming trap,” where you end up with most of a word in green, like _ATCH, but you’re left with all the rhyming possibilities, which could result in a worse score or even a failure to complete the day’s solve at all.

Standard Mode solvers can play a word like BLIMP, which would confirm or eliminate BATCH, LATCH, MATCH, and PATCH, covering most of the possible answers in one fell swoop.

This isn’t an option in Hard Mode, but it has led to players attacking the puzzle in reverse, trying to eliminate letters early, rather than trying to confirm letters early.

After all, if you go vowel-heavy and confirm, say, two letters, that’s two spots taken up in every single guess. But if you go one vowel at a time and burn through consonants with words like CHILD or MONTH, you whittle down the alphabet quicker. (I remember David Kwong writing about this technique in his email newsletter a while back.)

It’s interesting to have actual data to examine, even if the data seems counterintuitive at the start.

It’s certainly not as straightforward as the connection between the decrease in pirate populations and the rise of global warming…

Of course, if you want the answers the fastest way possible, you could just do what I did last week and get the next day’s Wordle spoiled for you by Google AI.

Yeah.

You see, my mother solves Wordle every day and keeps track of her results on her calendar. Every word, every number of guesses. It’s her ritual and I respect that.

But on Thursday of last week, she realized she hadn’t written down the previous few days’ words and results. And we are completionists, both of us, so around 8 PM that night, I did a quick Google search of the week’s answer words to help her out.

And lo and behold, the stupid Google AI told me Friday’s word ahead of time.

Yes, I suppose it is my fault for not typing “-AI” into the search bar. (And unfortunately, as entertaining as it is to type “shut the f*ck up bot” into the search bar and see the AI’s momentary contrition, that only lasts a few searches at most before it returns.)

But it also sucks that this was a possibility at all. I genuinely didn’t think I’d be spoiling the next day’s solve for myself with a casual search of the week’s words.

Hopefully WordleBot doesn’t figure out this trick. It’s smug enough already.


Did you learn anything from the NYT’s deep-dive into Wordle solving statistics, fellow solver, or do you already have your starting word of choice that you’ll be sticking with? Let me know in the comments section below! I’d love to hear from you.

Puzzly Events in the Boston Area This Summer!

Back in April, I helped spread the word about The Wedding Party, an interactive puzzle experience running in Boston from May to the middle of June.

It’s hosted by our friends at Club Drosselmeyer, who are amazing performers, puzzlers, and event planners who have been branching out in recent years to great success!

And I’m excited to share that The Wedding Party will be running additional Fridays and Saturdays through August 1st!

That’s so many new opportunities to check out this delightful “playable theater” experience. Who doesn’t love a wedding with all the pomp and circumstance and spies and secret plots and potentially world-endangering threats?

You know, wedding stuff!

And that’s not all! If you’re in the Boston area, you’re absolutely spoiled for puzzly choices this summer!

You can add a little exercise and exploration to your puzzling with The Big Dig Treasure Hunt from The Massachusetts Mysteries!

On Saturday, June 13th and Saturday, July 18th, The Big Dig Treasure Hunt challenges you (and a couple of teammates) to walk through Downtown Boston, solving puzzles for a few hours.

Stephanie Yang (who created some of the puzzles for The Wedding Party) has masterminded this event, and as someone who has participated in The Great Urban Race and similar city-based puzzly challenges, this one sounds like a winner!

Click here for more details and ticket information.

And for Dungeons & Dragons enthusiasts or puzzle fans who enjoy a pint with their adventuring, Incantrix Productions is hosting a D&D-inspired bar crawl in Malden, Massachusetts!

Choose your class, interact with guild members, help them solve problems, and enjoy a few drinks along the way! It’s a casual D&D LARP-style event that sounds like a great time for longtime RPG fans AND a marvelous way to introduce new players to roleplaying in a fun setting!

As the organizers say on Eventbrite: “You’ll solve puzzles, make choices, drink potions, argue philosophy, and possibly die.”

What more could you ask from a pub crawl?


Will you be attending any of these amazing events, fellow puzzlers? Is there an event near you that you’d like to see featured on PuzzCulture? Let us know in the comments section below! We’d love to hear from you.

Bonus Puzzles for June 1st!

Let’s start off the month right with a few bonus puzzles for you to solve!

Inspired by one of the many puzzles featured by our friends at Penny Press, I’ve constructed two Escalators for you today.

Instructions: Write the 5-letter answer to clue 1 in the first space. Drop one letter and rearrange the remaining letters to answer clue 2. Put the dropped letter into column A. Drop another letter and rearrange the remaining letters to answer clue 3. Put the dropped letter into column B. Follow this pattern for each row in the diagram. When completed, the letters in column A and column B, reading down, will spell an appropriate phrase.

Here’s the clues for Puzzle #1:

I’ve also included an empty sample grid for you to fill!

Here’s the clues for Puzzle #2:

And again, an empty sample grid, if needed!

The answers reading down in both puzzles are equally appropriate for this month (and next month), depending on your mood!

Happy puzzling, everyone!

That One Puzzle That Means a Little Bit More…

A year ago yesterday, my friend Maureen passed away unexpectedly.

We didn’t get to see each other much, given that I live in CT and she lived in North Carolina. But we chatted online when life allowed, and it was always a treat when I would see one of her texts or posts pop up.

Mo and I bonded over bad movies, a shared love of writing and performing, and Brak’s “I Love Beans” song from Cartoon Planet.

And she was forever baffled and interested by the fact that my day job is puzzles.

She was immensely supportive and creative, encouraging me in all my endeavors (successful or not), and every year at Christmastime, she would send something she thought would inspire my creativity.

One year it was rubber ducks to decorate, complete with markers AND clip-on accessories like hats and mustaches.

The Christmas before she died, she sent me a puzzle box.

It has four simple wooden mechanical puzzles, including a fit-the-pieces-in-the-box puzzle and a star puzzle.

I rarely take them apart and reassemble them, since I already know the technique behind each. But I often find myself handling them, reflexively rolling one in my hand or running a finger along the edge as I’m working on something.

I’m sure these would work marvelously as fidget objects. I use them to idly engage myself while processing things. I find it more inspiring than simply staring at the computer screen or the blank page while I’m puzzling.

(There’s an IT person at my office who does the same with a Slinky while he’s coding or unraveling a programming issue.)

So many puzzles, however enjoyable, are just brief (or extended) bits of fun. I solve them, and put them aside, happy to have challenged myself but ready for the next a-ha moment.

Unlike all those, this puzzle set sits on my desk, patiently waiting for the next moment when I’m flummoxed or my editing stalls out. Just like my friend, they’re ready to help me out of the next jam.

A little piece of wooden inspiration in the palm of my hand.

Thank you for that gift, Mo.


Do you have a puzzle or a game you associate with a loved one? Did a loved one introduce you to the world of puzzles and games? I would love to hear your story, if you’d care to share.

Raccoons Solving Puzzles For the Love of the Game!

f you’ve been reading this blog for any length of time, you’ve no doubt noticed that one of our favorite topics is puzzle-solving animals. In the past, we’ve discussed examples of puzzle solving in catsdogscrowscockatoosoctopuses, beespigs, squirrels, and wolves.

And today we’re excited to invite another critter into the pantheon of puzzle-capable creatures: Raccoons! ChatGPT might not be allowed to talk about raccoons anymore, but we at PuzzCulture sure can!

Raccoons have a reputation for being wily, particularly in folk tales, fables, and stories. They’re mischievous and sly, with forepaws advanced enough to allow them grab things and manipulate them. In suburban and urban environments, it’s hardly uncommon for raccoons to open garbage bins or find their way into other spaces in search of food.

So naturally, that raises some interesting questions: how far can their dexterity take them? What level of complexity can they unravel if properly incentivized?

In essence, how puzzly a challenge is too puzzly for a hungry, sufficiently-motivated raccoon?

As it turns out, raccoons will continue puzzling even when the food is gone!

Researchers Hannah Griebling and Dr. Sarah Benson-Amram challenged a sample group of raccoons to deal with a custom puzzle box. It had nine different potential points of access, which required manipulating knobs, sliding doors, latches, and other mechanical obstacles. (These entry points were grouped by the researchers into easy, medium, and hard categories for the purposes of their study.)

The raccoons were given 20 minutes in each trial to find a way into the box in order to retrieve the single marshmallow inside.

The raccoons proved dexterous enough to unravel most of the challenges in front of them, and the researchers’ difficulty rankings didn’t seem to matter:

The time spent interacting with the puzzle box overall was similar for Easy and Hard solutions, rather than being a clear gradient from Easy to Medium to Hard. This result does not support an effect of presentation order of the difficulty conditions as we would expect the total interaction time with the puzzle box to decrease along an Easy to Hard gradient if this were the case and the raccoons were only learning the simple rule that the MAB [the puzzle box] only ever supplied one food reward.

Not only that, but the raccoons continued opening the other access points and solving the other mechanisms after eating the single prize inside. The raccoons kept puzzle-solving without food as a motivation.

“We weren’t expecting them to open all three solutions in a single trial,” said Griebling.

They were in it for the love of the game!

Well, sorta.

This behavior, this intrinsic motivation — the raccoons being driven to continue solving the various mechanisms in front of them WITHOUT hunger as the primary motivator — is known as “information foraging.”

Essentially, they’re practicing and learning to become better puzzle solvers.

As the researchers stated in their report:

Information foraging in raccoons increases the likelihood of raccoons finding and ‘solving’ novel raccoon exclusion devices, such as bungee cords used to strap down garbage bin lids. This could lead to a ‘cognitive arms race’ between humans and raccoons, as has been recently documented in urban-living, sulphur-crested cockatoos, Cacatua galerita.

Wild raccoons are likely to show similar patterns to the captive raccoons in this study, given that they have willingly engaged with and solved multiple novel problem-solving tasks in the field and showed similar results to captive raccoons on a previous MAB study.

Oh yes. Raccoons are engaged in Olympic-level training to be even sneakier and more efficient. Those adorable trash bandits are out in the field, putting in the work, learning and developing new strategies to nab your snacks and food stashes.

Image courtesy of MeganForrestArt.

Okay, it’s not as organized as all that. But yes, raccoons do solve puzzles they don’t have to, and appear to be learning from the experience.

The study determined that raccoons did prefer some of the easier, more reliable methods for accessing the box — in the same way that you would probably go with a tried-and-true solution to a problem, rather than trying out a new technique with an unknown success rate. This trade-off of curiosity versus risk mirrors decision-making frameworks in humans, as well as other animals, according to Griebling. This is known as an “exploration-exploitation trade-off.”

So, we have definitive data. Raccoons will puzzle-solve without food as a motivator. (I know many puzzle enthusiasts who are the same way. They’ll tackle a puzzle just to learn from it, to see if they can unravel it. Though I wonder if marshmallows would motivate them as well…)

Are you hungry? Hungry enough to solve this acrostic?

But this does raise one last question: why test this at all?

As it turns out, the reasons are two-fold.

“Understanding the cognitive traits that help raccoons thrive can guide management of species that struggle, and inform strategies for other species, like bears, that use problem-solving to access human-made resources,” said Griebling.

Studies like this help us understand the development of already puzzle-savvy animals, but also helps us to understand what animals (both wild and captive) are capable of, making US better stewards of the environment and its many denizens.

And we get to add another species to the ever-growing list of creatures that are capable of puzzle solving.

Which brings me to my latest business venture: Raccoon escape room, anyone?


What’s your favorite puzzle-solving creature, fellow puzzlers? Let us know in the comments section below! We’d love to hear from you.

NBC’s Wordle Game Show is Looking for Contestants!

Wordle is a household name.

There have been board game adaptations, dozens of variations (including four games at a time, eight games at a time, and Absurdle, where the word changes based on your early guesses).

After five years of public gameplay and hundreds upon hundreds of five-letter words, NBC is bringing the puzzle to television in a team game-show format.

From their official casting announcement:

We are casting teams of THREE PLAYERS to compete for a chance to win a HUGE CASH PRIZE!

TEAMS CAN BE MADE UP OF FRIENDS, FAMILY, SIGNIFICANT OTHERS, CO-WORKERS, ETC.

Selected teams will head to Europe to play the game over a 1-2 week period within July 20 – August 1, 2026 (dates subject to change). Must be 21+.

Was “Wordwide” intentional wordplay or a lucky accident?

They’ve already announced a host, Today Show co-host Savannah Guthrie, who is an avid Wordle player, and the show is being produced by Jimmy Fallon’s production company Electric Hot Dog, alongside Universal Television Alternative Studio and, of course, The New York Times.

Naturally, savvy game show fans are already drawing parallels between this proposed Wordle game show and Lingo, a word-guessing game show from 1987-1988. The game was basically Wordle, but each word you spelled gave you chances to draw bingo balls in order to fill out a bingo card.

OLD LINGO? Twenty years ago is OLD?! Man, the Internet is humbling…

Lingo had a very successful revival on the Game Show Network from 2002 to 2007, hosted by Chuck Woolery and lasting 345 episodes! It was briefly revived again in 2011 with Bill Engvall as host, and once more in 2023 with RuPaul as host, trying to capitalize on Wordle’s popularity.

There are currently versions of Lingo in Greece, Turkey, and the UK, and previous versions in another dozen or so countries.

But game shows are constantly being rebooted, adapted, and resurrected for our entertainment, so I’m not surprised to see Lingo return under its more famous sibling moniker.

The real question is… who is gonna pick the words for the show? Because Tracy Bennett has been doing a heck of a job for The New York Times for years now.


What do you think, fellow puzzlers? Will you be accepting the team challenge of NBC’s Wordle? Do you think this concept has staying power? Let us know in the comments section below! We’d love to hear from you.