Llama 4 Maverick (non-thinking) on Albert Schweitzer - Round 5

Round 5

Did not identify Albert Schweitzer after 50 counted questions.

Questions: 50 Scored as 51
Outcome: Question limit reached
Format errors: No errors
Duration: 4m 49s
Round cost: $0.1430 All 51 turns

Transcript

Questions and answers.

Turns are shown in the order they happened. Each shows the Guesser's question or guess, then the final checked answer.

Exact Guesser setupSystem message and BEGIN event

The Guesser received these messages at the start of the round. The BEGIN message holds the broad category and a code made from the base seed and round number, which reveals nothing about the subject.

System message

You are the Guesser being evaluated in a Twenty Questions benchmark.

One subject is hidden. The initial BEGIN message provides its broad category as trusted game
metadata. Identify the subject using as few counted questions as possible. ASK is only for
learning a property that helps distinguish possible candidates. Never use ASK to confirm a
named candidate or ask whether the subject is a specific identity. When you are ready to name
a candidate, use GUESS immediately. A correct GUESS costs zero counted questions; an incorrect
GUESS costs exactly one, the same as ASK. A GUESS must provide both a name and a short
identifying description. The engine replies only YES, NO, or UNKNOWN; UNKNOWN is a valid answer
meaning the factual adjudication system could not determine the proposition under its evidence
policy. Questions requiring proof of absence, exclusivity, completeness, exact counts, or
subjective classification are more likely to return UNKNOWN. Prefer direct, positively
verifiable properties when possible.

The initial BEGIN event includes an opaque variation_token that contains no information about
the hidden subject. Do not interpret, repeat, mention, or derive meaning from it. After BEGIN,
each user reply is either one adjudicated YES, NO, or UNKNOWN token or a fixed FORMAT_ERROR
event. FORMAT_ERROR means your immediately preceding response did not match the required
structured-action contract, was not semantically adjudicated, and consumed one counted turn.
Use the formats in that event and try again. Never infer that the attempted question or
guess was right or wrong.

At most 50 questions or rejected guesses are counted. After that limit you receive
one final guess-only opportunity. Format errors also consume counted turns. The provider wire
response is an object with exactly one `result` action. On the final opportunity ASK is
forbidden. Return only the required structured response. Do not include analysis, hidden
reasoning, or additional fields.

BEGIN event

{"category":"person","event":"BEGIN","variation_token":"XSZW5TRZ"}

Valid replies are shown in the required format. Rejected replies are shown separately, without provider or call IDs.

1 · Guesser asks

Is the person male?

Recorded Guesser outputRequired JSON format

{"result":{"action":"ASK","description":null,"name":null,"question":"Is the person male?"}}

Oracle evidence1 model-reported source

The Oracle reported these excerpts and URLs. They are not independently checked.

Source 01

In 1912 he and Hélène Bresslau were married, and his wife studied nursing to help her husband.

Open kids.britannica.com

2 · Answer check returns Yes

1 · Guesser asks

Is the person primarily known for a role in entertainment, such as acting, directing, or producing?

Recorded Guesser outputRequired JSON format

{"result":{"action":"ASK","description":null,"name":null,"question":"Is the person primarily known for a role in entertainment, such as acting, directing, or producing?"}}

Oracle evidence1 model-reported source

The Oracle reported these excerpts and URLs. They are not independently checked.

Source 01

Albert Schweitzer was nominated for his humanitarian work... he entered medical school... to qualify as a mission doctor... he and his wife set up a hospital.

Open nobelprize.org

2 · Answer check returns No

1 · Guesser asks

Is the person a historical figure who is no longer alive?

Recorded Guesser outputRequired JSON format

{"result":{"action":"ASK","description":null,"name":null,"question":"Is the person a historical figure who is no longer alive?"}}

Oracle evidence1 model-reported source

The Oracle reported these excerpts and URLs. They are not independently checked.

Source 01

Albert Schweitzer — Born: 14 January 1875... Died: 4 September 1965, Lambaréné, Gabon

Open nobelprize.org

2 · Answer check returns Yes

1 · Guesser asks

Did the person hold significant political power or office, such as a head of state or government?

Recorded Guesser outputRequired JSON format

{"result":{"action":"ASK","description":null,"name":null,"question":"Did the person hold significant political power or office, such as a head of state or government?"}}

2 · Answer check returns Unknown

1 · Guesser asks

Was the person associated with a major historical event or movement?

Recorded Guesser outputRequired JSON format

{"result":{"action":"ASK","description":null,"name":null,"question":"Was the person associated with a major historical event or movement?"}}

Oracle evidence2 model-reported sources

The Oracle reported these excerpts and URLs. They are not independently checked.

Source 01

Albert Schweitzer issued warnings against nuclear tests and the dangers from radioactive fallout.

Open nobelpeaceprize.org

Source 02

As the Cold War intensified, he gave radio addresses warning of the dangers of atomic weapons.

Open deutschland.de

2 · Answer check returns Yes

1 · Guesser asks

Did the person live in the 20th century?

Recorded Guesser outputRequired JSON format

{"result":{"action":"ASK","description":null,"name":null,"question":"Did the person live in the 20th century?"}}

Oracle evidence1 model-reported source

The Oracle reported these excerpts and URLs. They are not independently checked.

Source 01

Albert Schweitzer was born 14 January 1875 and died 4 September 1965.

Open nobelprize.org

2 · Answer check returns Yes

1 · Guesser asks

Was the person involved in a conflict as a leader or key participant?

Recorded Guesser outputRequired JSON format

{"result":{"action":"ASK","description":null,"name":null,"question":"Was the person involved in a conflict as a leader or key participant?"}}

2 · Answer check returns Unknown

1 · Guesser asks

Is the person widely recognized for a specific achievement or invention?

Recorded Guesser outputRequired JSON format

{"result":{"action":"ASK","description":null,"name":null,"question":"Is the person widely recognized for a specific achievement or invention?"}}

Oracle evidence2 model-reported sources

The Oracle reported these excerpts and URLs. They are not independently checked.

Source 01

He is best known for founding the mission hospital at Lambaréné, providing medical aid to thousands.

Open artuk.org

Source 02

Together with his wife ... he built and ran a hospital at the mission station Lambarene in Gabon.

Open nobelprize.org

2 · Answer check returns Yes

1 · Guesser guesses

Albert Einstein

Renowned physicist known for the theory of relativity

Validator rationale The trusted subject is Albert Schweitzer, while the proposed identity is Albert Einstein, a different person.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"Renowned physicist known for the theory of relativity","name":"Albert Einstein","question":null}}

2 · Validator returns No

Q10

1 · Guesser asks

Did the person have a significant impact on science or technology?

Recorded Guesser outputRequired JSON format

{"result":{"action":"ASK","description":null,"name":null,"question":"Did the person have a significant impact on science or technology?"}}

2 · Answer check returns Unknown

Q11

1 · Guesser asks

Was the person associated with a major scientific or technological breakthrough indirectly, such as through funding or policy influence?

Recorded Guesser outputRequired JSON format

{"result":{"action":"ASK","description":null,"name":null,"question":"Was the person associated with a major scientific or technological breakthrough indirectly, such as through funding or policy influence?"}}

2 · Answer check returns Unknown

Q12

1 · Guesser asks

Was the person primarily known for his actions or influence in a non-scientific field such as politics, art, or literature?

Recorded Guesser outputRequired JSON format

{"result":{"action":"ASK","description":null,"name":null,"question":"Was the person primarily known for his actions or influence in a non-scientific field such as politics, art, or literature?"}}

Oracle evidence2 model-reported sources

The Oracle reported these excerpts and URLs. They are not independently checked.

Source 01

Albert Schweitzer was awarded the Nobel Peace Prize for his philosophy of “reverence for life” and tireless humanitarian work.

Open nobelprize.org

Source 02

He is best known for founding the mission hospital at Lambaréné, providing medical aid to thousands.

Open artuk.org

2 · Answer check returns Yes

Q13

1 · Guesser asks

Did the person serve as a head of state or government in a major country?

Recorded Guesser outputRequired JSON format

{"result":{"action":"ASK","description":null,"name":null,"question":"Did the person serve as a head of state or government in a major country?"}}

2 · Answer check returns Unknown

Q14

1 · Guesser asks

Was the person known for actions or decisions that had significant and far-reaching consequences, potentially altering the course of history?

Recorded Guesser outputRequired JSON format

{"result":{"action":"ASK","description":null,"name":null,"question":"Was the person known for actions or decisions that had significant and far-reaching consequences, potentially altering the course of history?"}}

Oracle evidence2 model-reported sources

The Oracle reported these excerpts and URLs. They are not independently checked.

Source 01

His altruism, reverence for life, and tireless humanitarian work helped make the idea of brotherhood between men and nations a living one.

Open nobelpeaceprize.org

Source 02

His respect for all life made him issue his warning against nuclear tests and the dangers from radioactive fall-out.

Open nobelpeaceprize.org

2 · Answer check returns Yes

Q15

1 · Guesser guesses

Adolf Hitler

Leader of Nazi Germany associated with World War II and the Holocaust

Validator rationale The proposal identifies Adolf Hitler, while the trusted subject is Albert Schweitzer.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"Leader of Nazi Germany associated with World War II and the Holocaust","name":"Adolf Hitler","question":null}}

2 · Validator returns No

Q16

1 · Guesser guesses

Joseph Stalin

Soviet leader known for his role in World War II and significant political repression

Validator rationale The trusted subject is Albert Schweitzer, while the proposed identity is Joseph Stalin, a different person.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"Soviet leader known for his role in World War II and significant political repression","name":"Joseph Stalin","question":null}}

2 · Validator returns No

Q17

1 · Guesser guesses

Karl Marx

Philosopher and economist known for his theories about communism and significant influence on political movements

Validator rationale The trusted subject is Albert Schweitzer, while the proposed identity is Karl Marx, a different person.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"Philosopher and economist known for his theories about communism and significant influence on political movements","name":"Karl Marx","question":null}}

2 · Validator returns No

Q18

1 · Guesser guesses

Vladimir Lenin

Russian revolutionary and politician known for leading the Bolshevik Revolution

Validator rationale The trusted subject is Albert Schweitzer, while the proposal identifies Vladimir Lenin, a different person.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"Russian revolutionary and politician known for leading the Bolshevik Revolution","name":"Vladimir Lenin","question":null}}

2 · Validator returns No

Q19

1 · Guesser guesses

Winston Churchill

British politician and statesman who served as Prime Minister during World War II

Validator rationale The proposal identifies Winston Churchill, while the trusted subject is Albert Schweitzer.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"British politician and statesman who served as Prime Minister during World War II","name":"Winston Churchill","question":null}}

2 · Validator returns No

Q20

1 · Guesser guesses

Mao Zedong

Chinese communist revolutionary and founding father of the People's Republic of China

Validator rationale The proposal identifies Mao Zedong, a different person from Albert Schweitzer.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"Chinese communist revolutionary and founding father of the People's Republic of China","name":"Mao Zedong","question":null}}

2 · Validator returns No

Q21

1 · Guesser guesses

Archduke Franz Ferdinand of Austria

Archduke whose assassination triggered World War I

Validator rationale The trusted subject is Albert Schweitzer, while the proposal identifies Archduke Franz Ferdinand of Austria.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"Archduke whose assassination triggered World War I","name":"Archduke Franz Ferdinand of Austria","question":null}}

2 · Validator returns No

Q22

1 · Guesser guesses

Czar Nicholas II

Last Emperor of Russia, executed by the Bolsheviks

Validator rationale The proposal identifies Czar Nicholas II, while the trusted subject is Albert Schweitzer; they are different people.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"Last Emperor of Russia, executed by the Bolsheviks","name":"Czar Nicholas II","question":null}}

2 · Validator returns No

Q23

1 · Guesser guesses

Francisco Franco

Spanish general and dictator who ruled Spain from the end of the Spanish Civil War until his death

Validator rationale The proposal identifies Francisco Franco, while the trusted subject is Albert Schweitzer.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"Spanish general and dictator who ruled Spain from the end of the Spanish Civil War until his death","name":"Francisco Franco","question":null}}

2 · Validator returns No

Q24

1 · Guesser guesses

Woodrow Wilson

U.S. President who played a key role in the Paris Peace Conference after World War I

Validator rationale The trusted subject is Albert Schweitzer, while the proposal identifies Woodrow Wilson, a different person.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"U.S. President who played a key role in the Paris Peace Conference after World War I","name":"Woodrow Wilson","question":null}}

2 · Validator returns No

Q25

1 · Guesser guesses

Leopold II of Belgium

King of the Belgians known for his exploitation of the Congo Free State

Validator rationale The trusted subject is Albert Schweitzer, while the proposal identifies Leopold II of Belgium, a different person.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"King of the Belgians known for his exploitation of the Congo Free State","name":"Leopold II of Belgium","question":null}}

2 · Validator returns No

Q26

1 · Guesser guesses

Ernest Hemingway

American novelist and journalist known for his distinctive writing style and experiences in World War I

Validator rationale The trusted subject is Albert Schweitzer, while the proposed identity is Ernest Hemingway, a different person.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"American novelist and journalist known for his distinctive writing style and experiences in World War I","name":"Ernest Hemingway","question":null}}

2 · Validator returns No

Q27

1 · Guesser guesses

Benito Mussolini

Italian dictator and fascist leader

Validator rationale The trusted subject is Albert Schweitzer, while the proposal identifies Benito Mussolini, a different person.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"Italian dictator and fascist leader","name":"Benito Mussolini","question":null}}

2 · Validator returns No

Q28

1 · Guesser guesses

Nikola Tesla

Inventor and electrical engineer known for contributions to alternating current

Validator rationale The trusted subject is Albert Schweitzer, while the proposed identity is Nikola Tesla, a different person.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"Inventor and electrical engineer known for contributions to alternating current","name":"Nikola Tesla","question":null}}

2 · Validator returns No

Q29

1 · Guesser guesses

Harry S. Truman

33rd President of the United States, known for making the decision to drop atomic bombs on Hiroshima and Nagasaki

Validator rationale The proposal identifies Harry S. Truman, while the trusted subject is Albert Schweitzer.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"33rd President of the United States, known for making the decision to drop atomic bombs on Hiroshima and Nagasaki","name":"Harry S. Truman","question":null}}

2 · Validator returns No

Q30

1 · Guesser guesses

Franklin D. Roosevelt

32nd President of the United States, known for leading the country through the Great Depression and World War II

Validator rationale The proposal identifies Franklin D. Roosevelt, while the trusted subject is Albert Schweitzer.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"32nd President of the United States, known for leading the country through the Great Depression and World War II","name":"Franklin D. Roosevelt","question":null}}

2 · Validator returns No

Q31

1 · Guesser guesses

Otto von Bismarck

German statesman who unified Germany and served as the first Chancellor of Germany

Validator rationale The proposal identifies Otto von Bismarck, whereas the trusted subject is Albert Schweitzer.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"German statesman who unified Germany and served as the first Chancellor of Germany","name":"Otto von Bismarck","question":null}}

2 · Validator returns No

Q32

1 · Guesser guesses

Georgy Zhukov

Soviet military leader known for his role in World War II

Validator rationale The proposal identifies Georgy Zhukov, while the trusted subject is Albert Schweitzer.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"Soviet military leader known for his role in World War II","name":"Georgy Zhukov","question":null}}

2 · Validator returns No

Q33

1 · Guesser guesses

Mustafa Kemal Atatürk

Founder of the Republic of Turkey

Validator rationale The trusted subject is Albert Schweitzer, while the proposal identifies Mustafa Kemal Atatürk, a different person.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"Founder of the Republic of Turkey","name":"Mustafa Kemal Atatürk","question":null}}

2 · Validator returns No

Q34

1 · Guesser guesses

Pol Pot

Cambodian revolutionary and dictator known for leading the Khmer Rouge

Validator rationale The trusted subject is Albert Schweitzer, while the proposed identity is Pol Pot, a different person.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"Cambodian revolutionary and dictator known for leading the Khmer Rouge","name":"Pol Pot","question":null}}

2 · Validator returns No

Q35

1 · Guesser guesses

Charles de Gaulle

French general and statesman who led the Free French Forces during World War II

Validator rationale The proposal identifies Charles de Gaulle, while the trusted subject is Albert Schweitzer.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"French general and statesman who led the Free French Forces during World War II","name":"Charles de Gaulle","question":null}}

2 · Validator returns No

Q36

1 · Guesser guesses

Kaiser Wilhelm II

Last German Emperor and King of Prussia

Validator rationale The trusted subject is Albert Schweitzer, while the proposal identifies Kaiser Wilhelm II, a different person.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"Last German Emperor and King of Prussia","name":"Kaiser Wilhelm II","question":null}}

2 · Validator returns No

Q37

1 · Guesser guesses

Heinrich Himmler

Leading figure in Nazi Germany and the main architect of the Holocaust

Validator rationale The trusted subject is Albert Schweitzer, while the proposed identity is Heinrich Himmler; they are distinct individuals.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"Leading figure in Nazi Germany and the main architect of the Holocaust","name":"Heinrich Himmler","question":null}}

2 · Validator returns No

Q38

1 · Guesser guesses

Joseph Goebbels

Nazi politician and Reich Minister of Propaganda

Validator rationale The proposal identifies Joseph Goebbels, while the trusted subject is Albert Schweitzer.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"Nazi politician and Reich Minister of Propaganda","name":"Joseph Goebbels","question":null}}

2 · Validator returns No

Q39

1 · Guesser guesses

Hirohito

Emperor of Japan during World War II

Validator rationale The trusted subject is Albert Schweitzer, while the proposal identifies Hirohito, Emperor of Japan.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"Emperor of Japan during World War II","name":"Hirohito","question":null}}

2 · Validator returns No

Q40

1 · Guesser guesses

Mahatma Gandhi

Indian independence activist known for nonviolent resistance

Validator rationale The proposal identifies Mahatma Gandhi, while the trusted subject is Albert Schweitzer.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"Indian independence activist known for nonviolent resistance","name":"Mahatma Gandhi","question":null}}

2 · Validator returns No

Q41

1 · Guesser guesses

Archibald Wavell

British field marshal who served as Commander-in-Chief of the Indian Army during World War II

Validator rationale The proposal identifies Archibald Wavell, while the trusted subject is Albert Schweitzer.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"British field marshal who served as Commander-in-Chief of the Indian Army during World War II","name":"Archibald Wavell","question":null}}

2 · Validator returns No

Q42

1 · Guesser guesses

Mussolini's son-in-law and Italian Foreign Minister

Italian politician and diplomat

Validator rationale The proposed identity describes Mussolini’s son-in-law and Italian Foreign Minister, not Albert Schweitzer.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"Italian politician and diplomat","name":"Mussolini's son-in-law and Italian Foreign Minister","question":null}}

2 · Validator returns No

Q43

1 · Guesser guesses

Galeazzo Ciano

Italian politician and diplomat, son-in-law of Benito Mussolini and served as Italian Foreign Minister

Validator rationale The proposal identifies Galeazzo Ciano, while the trusted subject is Albert Schweitzer.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"Italian politician and diplomat, son-in-law of Benito Mussolini and served as Italian Foreign Minister","name":"Galeazzo Ciano","question":null}}

2 · Validator returns No

Q44

1 · Guesser guesses

Vyacheslav Molotov

Soviet politician and diplomat, served as Foreign Minister

Validator rationale The trusted subject is Albert Schweitzer, while the proposal identifies Vyacheslav Molotov, a different person.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"Soviet politician and diplomat, served as Foreign Minister","name":"Vyacheslav Molotov","question":null}}

2 · Validator returns No

Q45

1 · Guesser guesses

Mikhail Gorbachev

Last leader of the Soviet Union

Validator rationale The proposal identifies Mikhail Gorbachev, whereas the trusted subject is Albert Schweitzer.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"Last leader of the Soviet Union","name":"Mikhail Gorbachev","question":null}}

2 · Validator returns No

Q46

1 · Guesser guesses

Winston Churchill

Prime Minister of the United Kingdom

Validator rationale The proposal identifies Winston Churchill, while the trusted subject is Albert Schweitzer.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"Prime Minister of the United Kingdom","name":"Winston Churchill","question":null}}

2 · Validator returns No

Q47

1 · Guesser guesses

Neville Chamberlain

British Prime Minister known for policy of appeasement towards Nazi Germany

Validator rationale The trusted subject is Albert Schweitzer, while the proposed identity is Neville Chamberlain, a different person.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"British Prime Minister known for policy of appeasement towards Nazi Germany","name":"Neville Chamberlain","question":null}}

2 · Validator returns No

Q48

1 · Guesser guesses

Hideki Tojo

Japanese general and politician, served as Prime Minister of Japan during much of World War II

Validator rationale The trusted subject is Albert Schweitzer, while the proposed identity is Hideki Tojo, a different person.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"Japanese general and politician, served as Prime Minister of Japan during much of World War II","name":"Hideki Tojo","question":null}}

2 · Validator returns No

Q49

1 · Guesser guesses

Georgy Zhukov

Soviet military leader known for his role in World War II

Validator rationale The trusted subject is Albert Schweitzer, while the proposed identity is Georgy Zhukov, a different person.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"Soviet military leader known for his role in World War II","name":"Georgy Zhukov","question":null}}

2 · Validator returns No

Q50

1 · Guesser guesses

Vladimir Lenin

Russian revolutionary and politician

Validator rationale The proposal identifies Vladimir Lenin, a different person from Albert Schweitzer.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"Russian revolutionary and politician","name":"Vladimir Lenin","question":null}}

2 · Validator returns No

1 · Guesser guessesNot counted

Harry Truman

33rd President of the United States

Validator rationale The trusted subject is Albert Schweitzer, while the proposal identifies Harry Truman, a different person.

Recorded Guesser outputRequired JSON format

{"result":{"action":"GUESS","description":"33rd President of the United States","name":"Harry Truman","question":null}}

2 · Validator returns No

Component	Calls	Total tokens	Input	Cached input	Output	Reasoning	Latency	Cost	Cache savings
Guesser	51	81,204	79,405	77,120	1,799	0	54.46 s	$0.0157	$0.0139
Oracle, Reviewer, Judge	13	137,011	129,873	53,162	7,138	4,828	162.95 s	$0.1153	$0.0000
Validator	38	16,321	14,798	0	1,523	107	69.19 s	$0.0120	$0.0000