UKIP did not win control of any councils and three quarters of people who turned out did not actually vote for them. But it is a measure of the impact it had on the political landscape on Thursday that it has succeeded in becoming the talking point in the debate about whether the the political map of Britain has been radically redrawn.
No mean achievement for a party dismissed as clowns, loonies and fruitcakes by their opponents.
The Kent County Council election results and reaction>>>>
Nowhere was their success more shocking or stunning than Kent where against even the most optimistic predictions they came tantalisingly close to depriving the Conservatives of securing control of County Hall for the first time in two decades. From a standing start, they took seat after seat from the Conservatives, who were paralysed with anxiety that their grip on KCC was being loosened. To end up with more seats than Labour and the Liberal Democrats and become the formal opposition was truly staggering.
There are lots of reasons why UKIP did well and it may be that in Kent, sensitivities around issues like immigration and asylum seekers were more pronounced and resonated more with voters than elsewhere. It is telling that the areas where they did particularly well - Thanet and Shepway - are both places which have had deep rooted problems with economic deprivation and have also been areas where the impact of new communities have been seen and felt at first hand.
In fact, while the party did target Thanet, it did not have a concerted campaign in Shepway yet nearly pulled off a clean sweep of all five seats with very little canvassing. Gains in Swale - another area where the recession has hit - were also notable.The exception is the affluent west Kent town of Tunbridge Wells, where it also won seats.
More than that, UKIP has tapped into widespread voter antipathy and disenchantment with mainstream politics and mainstream political parties: its success has a lot to do with people regarding it as anti-establishment; anti-elite and somehow outside the system - a perfect repository for protest votes. But it has also tapped into a major issue that the big parties have spent too long pussy-foting around - Britain's role and future in the EU. The unwilllingnes of the main parties to be explicit (particularly in terms of time scale) about when people might be given a say has been devastating for them.
But after the euphoria of Thursday's results, there comes the cold reality of the consequences of suddenly finding yourself elected to office.
UKIP county councillors will troop into County Hall next week for an induction programme that will remind them that as locally-elected representatives, they will not be able - much as they like - to spend the next four years banging on about an EU referendum and immigration. They will all be receiving allowances of around £13,000 to represent constituents whose interests may well be rather more parochial but no less important - the state of their roads, school places, families dealing with difficult social services issues and planning.
The ability of UKIP to build on the momentum that it has will not be based on how loudly local councillors shout about the need for a referendum on Europe. If they want to be more than a flash in the pan and establish a secure position as a genuine political alternative, voters will need to be convinced they can tackle and influence policy in ways that affect - for the better - the 300 different services that Kent County Council provides. It will also be interesting to see how and if the 17-strong group, all newcomers with one or two exceptions, to the world of local government, remain a cohesive unit.
Parties that achieve success quickly and unexpectedly can sometimes find it awkward adjusting to the demands of being elected to public office and it was intriguing hearing in private how some Conservatives at KCC are already speculating over the prospects of "turning" some of the new UKIP councillors and returning them to the Tory fold.
The other challenge, allied to this, is that UKIP's USP - a movement outside the political system - has actually been undermined by their stunning success. They are, in a sense, no longer outsiders looking in at mainstream politics. If they believe the hype and really do consider they are part of a four-party system, then the consequence is that people will at a council level particularly be judging them on what they actually do rather than on what they say.
For the Conservatives in Kent, the election was a sobering moment. Only once in its history have the Conservatives lost control of County Hall, back in 1993. That they came within a whisker of losing outright control last Thursday was a discomfiting experience, to put it mildy. In one sense, they were not being punished because of their track record over the last four years but were being punished for the perceived failings of the coalition, which is what they had expected.
But I do think that the party has to do more than blame the dismal results on mid-term blues. Senior Conservatives in Kent have been quick to turn their fire on the national leadership, with KCC leader Paul Carter being particularly damning - accusing some in his party at Westminster of acting more like Lib Dems than Conservatives.
Implicit in this is the idea that the party's woes can be dealt with by a lurch to the right. I am not so sure. The received wisdom so far as general elections are concerned is that they are won and lost in the middle ground. Tony Blair won three because he realised that in places like Kent, classic middle England territory, you had to appeal to the centre ground to deliver victory.
Labour has insisted that it is satisfied with the progress it has made in Kent but it fell short of its key objective: recapturing all the seats it had lost back in 2009.
For it to have shown it was making real advances, it should have won more and the fact that it has secured too few to even be the official opposition at County Hall is not where it wants or needs to be. Ed Miliband staked a lot by coming to traditional Tory heartland during the campaign but on these results, it seems the party still has a Southern Discomfort issue.
Their one hope may be that over the next four years, there will inevitably be a handful of by-elections. The Tories need only lose a few seats for the arithmetic to be changed in a way that just might lead to the authority having a different rainbow coalition.
We expect the jungle drums at County Hall to be beating with news of a Conservative cabinet reshuffle within a few days. The defeat of the well-regarded cabinet member for schools Mike Whiting means there will have to be changes. Education remains one of the key roles and there are many awkward issues looming, not least trying to persuade Michael Gove to back the KCC plans for a new grammar school.
The other gossip surrounds the future of the deputy leader Alex King, who was unable to be at his count after breaking his leg. It could be that his tenure as the reliable second-in-command could be coming to an end. If it is, perhaps the role could go to the Sevenoaks councillor Roger Gough - well-thought of, intelligent and potentially a good foil to the rather direct style of the current leader.
But I also think he'd make a good education cabinet member. And whenever I make these predictions, they usually turn out to be well wide of the mark so you might be advised to disregard them...