And, decades after the event, we also know that, while he continued threatening Israel with "annihilation", the then Egyptian President Gamal Abdel Nasser cancelled plans for an attack and, in fact, lowered the readiness of his forces a full two weeks before that fateful day in June. In short, this was a war politicians on both sides did not want.
However, there is little dispute about the war's immediate outcomes. Israel not only succeeded in destroying its rivals' armies, but also eliminated future military challenges - Arab artillery batteries, stationed just 20km from the Tel Aviv coastline, disappeared forever.
Israel's global prestige soared. For here was a plucky little state - populated by Jews who used to be derided by anti-Semites in Europe for their supposed lack of courage - defying all military odds and winning. The Western media coverage at the time was overwhelmingly and unashamedly pro-Israel.
And for Jews around the world, the fact that Israel was now in control of all of Jerusalem's historic sites was a source of huge pride.
The picture of fresh-faced Israeli paratroopers gazing in awe at the Western Wall - the Jewish faith's holiest shrine that they had just seized in pitch battles from Jordanian forces - remains to this day one of the most famous and evocative images in Israel's history, a silent but powerful rebuke to all the harrowing pictures of Jews transported to the slaughter during the Holocaust.
But what few Israelis realised in those heady days of June 1967 were the war's long-term implications.
For the Arabs, the defeat was not only military, it was also political. Socialism as a modernising ideology was discredited - shortly after the war, the Soviet Union ceased to be an influential force in the Middle East. Pan-Arab ideas of solidarity were also gone. In effect, Israel defeated the very idea of a modern Arab state.
And what replaced it? Either a more narrow nationalism of individual Arab countries - both Egypt and Jordan concluded separate peace deals with Israel a decade after that war - or political movements appealing to Islamic fundamentalism, a process which continues to this day. The realisation that Israel cannot be defeated on the battlefield led to the rise of terrorism as the only realistic weapon against the Jewish state. The trauma of another defeat - the second in as many decades - also forged the Palestinians' national identity. Before 1967, few regarded Palestinians as a distinct nation but afterwards, few refuted their claim to nationhood.
Most importantly, the war changed Israel. The hugely controversial decision to annex the Arab parts of Jerusalem and fuse them into Israel's capital - contested by the international community, including the United States, to this day - was taken, as Uzi Benziman, one of the country's top journalists, recently discovered, almost as an afterthought, as two ministers simply marched into Mr Eshkol's office and demanded it.
Mr Eshkol, who never thought of this, signalled his approval not in the official language Hebrew, but in Yiddish, the dialect which emerged centuries before in Europe's Jewish ghettos. Seldom before has such a momentous decision been taken in such a curious way.
When the war ended, Israel assumed that it would control the occupied territories for just a few months. But as time passed, the occupation became permanent, and successive generations of Israeli settlers now make the return of these territories unthinkable.
The result was rebellion, repression and more insecurity, and the most fundamental question of all: What would Israel do with millions of Palestinians it controls but has refused to recognise as citizens.
The Six Day War, therefore, brought initial security followed by an even deeper insecurity.
Yehuda Amichai, Israel's greatest poet, once summed up this contradiction by referring to the outcome of the war as "the demons of the past meeting with the demons of the future".
And he was right.
BEFORE AND AFTER