The capital outfit fell behind to an early Neymar strike but rallied in the second half, with Luca Modric and Karim Benzema coming close to scoring while Cristiano Ronaldo had a penalty appeal rejected.
And although Madrid ultimately succumbed to Alexis Sanchez's chip, Ancelotti was more than heartened with his team's performance and felt that he was right to start Sergio Ramos in midfield.
"The second half was great. We pressed and played better. We had control of the match," the Italian told reporters.
"I think that the penalty was so clear, only the referee didn't see it.
"I looked for the balance with Sergio Ramos in the midfield. I talked with him and he was pleased with this. I don't think that we played with three defensive midfielders.
"[Luka] Modric is not one. [Sami] Khedira and Ramos were for balance in the defensive game, but we had Marcelo, [Daniel] Carvajal and the two forwards.
"Barcelona didn't played offensively, and only had Neymar and [Lionel] Messi. It was a fantastic match in a fantastic atmosphere. Obviously we wanted to win, but it was a great test."
Ancelotti opted to start Gareth Bale, but the Welshman was substituted on the hour mark after an unproductive performance.
Nevertheless, the Italian stood up for his embattled star, saying the winger fulfilled his tactical duties: "These are the first matches for Bale. He needs to learn to combine with his other teammates.
"Bale doesn't care about whether he plays on the right or left. I asked him to play to put more pressure on [Sergio] Busquets."
Bale signed for Los Blancos in a 100 million-euro deal in September, but has featured sparingly due to persistent injury problems.
- Sports & Recreation
- Sergio Ramos
- Cristiano Ronaldo
- Karim Benzema
- Alexis Sanchez
- Gareth Bale