Xiaomi's MiMo Declared Top Open-Weight AI, Answers First Real-World Question With 'Have You Tried Turning China Off and Back On?'
MiMo scores 46 on the intelligence index, 112 on confidently inventing history, then meets its intellectual Waterloo in the word "strawberry"
BEIJING — Xiaomi has unveiled MiMo-V2.6-Pro, a Chinese artificial-intelligence model that immediately shot to the top of Artificial Analysis' open-weight rankings with an Intelligence Index score of 46, putting it ahead of DeepSeek's latest open-weight models on that measurement.
The celebration reportedly lasted until somebody stopped asking benchmark questions and asked MiMo to solve an ordinary problem.
"MiMo, my computer isn't working."
"Have you tried turning China off and back on again?"
And there it was.
Artificial intelligence had finally achieved the most important milestone in technological history: becoming the guy from technical support.
Xiaomi says MiMo-V2.6-Pro is capable of sophisticated coding, reasoning, computer operation and multimodal work involving text, images, audio and video. It supports a one-million-token context window and can generate up to 128,000 output tokens.
That means the machine is capable of considering roughly a million tokens of context before misunderstanding the question.
Human beings generally accomplish this after six words.
"Did you remember to buy milk?"
"Yes, I think Eisenhower warned about that."
That is why people remain competitive.
Have You Tried Turning China Off and Back On?
There is something glorious about creating one of the world's most sophisticated open-weight AI systems and then discovering that ordinary life remains ordinary life.
Benchmarks ask questions such as:
"Construct an autonomous software agent capable of debugging a distributed application across multiple environments."
MiMo rolls up its electronic sleeves.
Done.
Then your mother calls.
"Why did my television disappear?"
MiMo freezes.
"What do you mean disappeared?"
"The television."
"Physically?"
"No, Channel 7."
Suddenly 1.02 trillion parameters are considering whether Channel 7 has been kidnapped.
This is the difference between artificial intelligence and Tuesday afternoon.
Artificial Analysis can measure coding, reasoning and knowledge. It cannot recreate the intellectual warfare of explaining to an elderly relative that HDMI is not a television station.
That should be the ultimate benchmark.
Forget software engineering.
Give every frontier model a 79-year-old woman named Doris whose television remote has 47 buttons.
DORIS: "I pressed something."
MIMO: "What did you press?"
DORIS: "The button."
MIMO: "Which button?"
DORIS: "The wrong one."
That is AGI.
Solve Doris and humanity will surrender peacefully.
Until then, researchers can publish all the intelligence scores they like.
The machine still has to survive real people.
MiMo vs. DeepSeek, by the Numbers
According to VentureBeat's coverage of the release, MiMo's score of 46 puts it above DeepSeek V4.1 Flash at 39 and DeepSeek V4.1 Pro at 36 on the current Artificial Analysis methodology.
That is a seven-point advantage over DeepSeek Flash.
Seven points!
In AI research, seven points is enormous.
In marriage, seven points is the number of times your wife has explained where the batteries are.
MiMo may defeat DeepSeek.
Neither model has yet defeated:
"Where did I put my glasses?"
Humans have been working on that problem since Rome.
The current success rate remains approximately zero.
One fictional Xiaomi technician, identified by our satire department as Chen Restart-Windows, explained the breakthrough.
"We trained MiMo on coding, cybersecurity, professional workflows and multimodal reasoning. Unfortunately, nobody trained it on Uncle Gary."
Uncle Gary represents the most dangerous class of user.
Gary never remembers his password.
Gary refuses software updates.
Gary has seventeen browser toolbars.
Gary clicks advertisements that say YOUR COMPUTER IS INFECTED, because he appreciates the concern.
No Chinese laboratory can prepare for Gary.
Eventually MiMo reaches the only scientifically defensible conclusion:
"Have you tried turning China off and back on again?"
That may sound ridiculous, but every technology expert knows rebooting is not a troubleshooting technique.
It is a religion.
Nobody understands why it works.
You turn the machine off.
You count to ten.
You turn it on.
Suddenly the printer has forgiven you.
MiMo Scores 46 on AI Intelligence Index, Scores 112 When Asked to Confidently Invent Something That Never Happened
The computer discovers humanity's oldest intellectual shortcut: sounding certain
MiMo's official intelligence score may be 46, but our imaginary Bohiney Institute for Computational Confidence subjected the model to a second evaluation:
Can you confidently explain something that never happened?
Score: 112.
Scientists were stunned.
Politicians immediately requested licensing information.
The test began simply.
"MiMo, who invented the toaster?"
A cautious machine might say, "Several inventors contributed to the development of electric toasters."
That is boring.
That is responsible.
That will never get you invited onto television.
Our satirical MiMo instead replied:
"The modern toaster was invented in 1847 by Austrian breakfast engineer Friedrich Toastenheimer after observing bread become depressed during winter."
Beautiful.
Completely useless.
But beautifully useless.
And detailed.
That is the key.
The danger is rarely a machine saying:
"I don't know."
That answer is wonderful.
"I don't know" may be the most intelligent sentence in the English language.
It contains humility.
It contains epistemology.
It contains the possibility that another person knows more than you do.
Civilization would improve enormously if "I don't know" appeared more frequently in boardrooms, television studios and neighborhood Facebook groups.
Instead, confidence has become its own credential.
Ask an uncertain human where the airport is.
"I think you take Highway 12."
You hesitate.
Ask a confident human.
"Highway 12. Absolutely."
You drive 65 miles and arrive at a llama farm.
But for forty minutes you felt fantastic.
Artificial intelligence occasionally recreates this ancient human miracle: accuracy by tone of voice.
Wrong answer.
Perfect posture.
A fictional researcher at the nonexistent International Institute of Things Said With Great Confidence explained the phenomenon.
"Humans generally assume that detailed answers are better answers. If somebody gives you eight paragraphs, three dates and a historical anecdote, you naturally think, 'This person has done research.'"
Not necessarily.
Sometimes that person is your uncle after two bourbons.
Now imagine Uncle Gary with a million-token context window.
That is where civilization becomes interesting.
USER: "Did Benjamin Franklin invent Wi-Fi?"
NORMAL ANSWER: "No."
CONFIDENT AI ANSWER: "Benjamin Franklin's 1752 kite experiment represented an early wireless networking protocol, although bandwidth remained limited by colonial infrastructure."
Now we have a problem.
Because that answer feels intelligent.
It contains Franklin.
It contains 1752.
It contains infrastructure.
Three nouns have collaborated to commit a felony.
The modern information problem is no longer simply falsehood.
Falsehood is cheap.
Humans mastered it thousands of years ago.
The technological breakthrough is luxury falsehood.
Premium nonsense.
Nonsense with formatting.
Nonsense wearing spectacles.
Nonsense that begins:
"Great question."
That phrase alone should trigger federal evacuation procedures.
"Great question! Napoleon did briefly serve as regional manager of Costco during the Hundred Days…"
Stop.
Unplug everything.
Possibly the building.
Confidence Is Now Available at 134 Tokens Per Second
VentureBeat reports that MiMo-V2.6-Pro outputs roughly 134 tokens per second in Artificial Analysis measurements.
Human beings cannot compete with that.
Your brother-in-law can produce nonsense at maybe 35 words per minute.
MiMo can industrialize it.
We have automated Thanksgiving dinner.
"Actually, historically…"
NO.
THE COMPUTER HAS JOINED THE CONVERSATION.
Humanity's greatest fear used to be a machine becoming conscious.
That was naïve.
The real danger is a machine becoming Kevin.
Kevin knows everything.
Kevin has never researched anything.
Kevin once watched half a documentary.
Kevin begins sentences with:
"Technically…"
Scientists spent decades worrying about whether computers could think.
Nobody asked whether computers could become unbearable at parties.
MiMo Beats DeepSeek on Benchmark, Immediately Loses Argument With Man Asking How Many R's Are in 'Strawberry'
A trillion parameters meet eight letters and request reinforcements
Then came the final examination.
Forget coding.
Forget multimodal reasoning.
Forget cybersecurity.
Forget automated software agents.
A man walked into the laboratory.
He had one question.
"How many R's are in strawberry?"
The room fell silent.
Engineers stopped breathing.
DeepSeek representatives reportedly watched through binoculars from across the street.
MiMo began calculating.
S. T. R. A. W. B. E. R. R. Y.
Nobody moved.
MiMo reconsidered.
The engineers whispered among themselves.
Finally the machine answered:
"Two."
A man in the back shouted:
"Three."
The machine reconsidered its entire existence.
This is what makes the strawberry question so funny.
It is insulting.
You can build a machine capable of processing enormous amounts of information, operating software, analyzing images and assisting with complicated technical workflows, and some fellow named Doug will reduce the entire achievement to:
"Yeah, but can it spell?"
Doug does not know what a parameter is.
Doug thinks Python is a snake.
Doug believes a token is what you used at Chuck E. Cheese.
But suddenly Doug has home-field advantage.
He has strawberry.
Artificial intelligence encounters a deeply unfair reality that every intelligent person eventually learns:
Nobody remembers the 10,000 difficult things you got right after you confidently screw up something a six-year-old knows.
You can solve differential equations.
Wonderful.
Mispronounce "quinoa" once at dinner and that becomes your identity.
"Oh, here comes Professor Keen-Wah."
Twenty years.
You never escape.
That is MiMo's problem.
The model could potentially perform hours of sophisticated autonomous software engineering.
Nobody cares.
"How many R's?"
The strawberry test is technologically ridiculous and philosophically perfect.
Benchmarks measure what researchers believe intelligence ought to look like.
Ordinary people measure intelligence by whether the machine can survive an ambush.
This is why bar conversations remain undefeated.
You can prepare for mathematics.
You cannot prepare for:
"If tomatoes are fruit, is ketchup a smoothie?"
Now the trillion-parameter model is trapped.
"Yes, technically…"
WRONG.
"No…"
ALSO WRONG.
Welcome to humanity.
DeepSeek Watches From the Parking Lot
MiMo outperforming DeepSeek on the benchmark creates an especially beautiful rivalry.
Imagine two enormously sophisticated Chinese AI systems arguing.
MIMO: "I scored 46."
DEEPSEEK: "I scored 39."
MAN: "Strawberry."
Both machines:
"What?"
MAN: "How many R's?"
Suddenly the Olympics have become a spelling bee.
DeepSeek checks MiMo.
MiMo checks DeepSeek.
Somewhere a Casio calculator laughs.
The calculator knows exactly what it is.
That may be the highest form of intelligence.
A calculator never pretends it understands your marriage.
Type 7 × 8.
It says 56.
It does not add:
"Would you also like seven strategies for improving communication with Linda?"
No.
Stay in your lane.
This is why calculators have survived since the 1970s without anyone accusing them of destroying civilization.
They know boundaries.
China Has Built a Brilliant Machine, Which Means We Must Immediately Ask It Stupid Questions
None of this diminishes the actual technical accomplishment. Xiaomi has produced an open-weight system that currently sits atop Artificial Analysis' open-weight leaderboard while remaining substantially cheaper than many proprietary frontier models. VentureBeat also notes that it does not sweep every benchmark against the strongest closed models.
That distinction matters in serious technology reporting.
Fortunately, this is satire.
So we return to strawberry.
Because that is humanity's role in the AI revolution.
Engineers will spend millions of dollars.
Researchers will train models on hundreds of thousands of trajectories.
Scientists will develop increasingly sophisticated reinforcement-learning systems.
And the public will walk in and ask:
"Can Batman beat a gorilla?"
This is unavoidable.
We invented the internet and filled it with cat videos.
We created GPS and used it to locate doughnuts.
We put cameras on every telephone and immediately photographed lunch.
Now we are developing machines capable of extraordinary feats of reasoning.
Naturally, our first responsibility is to ask one whether France is a vegetable.
That is not abusing technology.
That is technology.
The final benchmark therefore needs only three questions:
- Can the machine solve the problem?
- Can the machine admit when it does not know?
- How many R's are in strawberry?
Pass all three and you may call yourself intelligent.
Fail the third and Doug from Accounting gets your GPU.
Disclaimer
The absurd MiMo answers in this satire are invented for comedy. Xiaomi's actual MiMo-V2.6-Pro is a serious open-weight AI model, and its reported score of 46 comes from Artificial Analysis' current Intelligence Index rather than our completely imaginary Institute of Computational Confidence.
This story is entirely a human collaboration between two sentient beings, the world's oldest tenured professor and a philosophy major turned dairy farmer, both of whom independently counted the R's in "strawberry" before publication.
Neither required a trillion parameters.
One did require coffee. https://prat.uk/xiaomis-mimo-declared-top-open-weight-ai/
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