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SEATTLE -- King Felix now has a crowning achievement.

Felix Hernandez pitched the Seattle Mariners' first perfect game and the 23rd in baseball history, overpowering the Tampa Bay Rays in a brilliant 1-0 victory on Wednesday.

The 2010 AL Cy Young Award winner long has talked of his desire to achieve pitching perfection. He finally accomplished it against the Rays, striking out the side twice and finishing with 12 strikeouts.

It was the third perfect game in baseball this season -- a first -- joining gems by Chicago's Philip Humber against the Mariners in April and San Francisco's Matt Cain against Houston in June. More than half of all perfectos -- 12 -- have come in the past 25 seasons.

This also was the sixth no-hitter in the majors this season, three of them at Safeco Field. Humber threw his gem in Seattle, then six Mariners pitchers combined to hold the Los Angeles Dodgers hitless at the park on June 8. Prior to Wednesday, no team has ever had a combined no-hitter and a complete game no-hitter in the same season.

For the Rays, it was an all-too-familiar feeling. This was the third time in four seasons they had a perfect game pitched against them, following efforts by Dallas Braden in 2010 and Mark Buehrle in 2009. They've been no-hit four times over the past four seasons.

"I don't have any words to explain this," Hernandez said to the crowd, speaking on the field after the final out. "I've been working so hard to throw one and today is for you guys."

The Venezuelan-born Felix Hernandez is the second player born in Latin America to throw a perfect game. Dennis Martinez, born in Nicaragua, threw a perfect game in 1991. In fact, he is the second player born outside of the United States to throw a perfect game

Desmond Jennings pinch hit for Jose Lobaton to open the ninth. Hernandez got ahead 1-2 before Jennings fouled off two straight and Hernandez fanned him on a 92 mph fastball down in the zone. Jeff Keppinger batted for Elliot Johnson and grounded out to shortstop on a 1-2 pitch.

With one out to go, Sean Rodriguez got ahead 2-0 in the count. After circling the mound, Hernandez came back with two straight breaking balls for strikes and ended perfection with a called third strike on his 113th pitch.

"I went 2-0 and I just took a little walk, took a break and he called a slider. I had been following him the whole game, so I threw a slider and he swing," Hernandez said. "It was a good thing I followed this guy."

Hernandez (11-5) threw his arms up to the sky and was mobbed by teammates at the pitcher's mound. He embraced catcher John Jaso for a few seconds and then shared hugs with the rest of his teammates.

"It was in my mind, the whole game, it was in my mind," Hernandez said.

Hernandez likes to wear his hat crooked to the side -- many of his pitches weren't very straight, either.

The 26-year-old right-hander had the Rays swinging over his sharp curve all afternoon, with Evan Longoria, Ben Zobrist and Carlos Pena each striking out in the eighth chasing breaking balls.

With a fastball in the mid-90s mph and an effective change, Hernandez simply wasn't hittable. He also wasn't about to walk anyone, and got the final out after starting off Rodriguez with two balls.

The Rays seemed to try another technique to disrupt Hernandez, and that also failed. With two outs in the seventh, manager Joe Maddon came out to argue after plate umpire Rob Drake called strike one on a borderline pitch to Matt Joyce. Maddon stuck around for a minute or so to argue and when he left, Hernandez was still right in rhythm.

"I was yelling at Joe to get ... out of there," Seattle manager Eric Wedge said.

Riding down in a crowded elevator after the game, Seattle general manager Jack Zduriencik jokingly held his cell phone to his ear and said "no, we're not trading Felix."

It was the second no-hitter this season for the Mariners -- doubling the franchise's total entering the year -- and third total at Safeco Field after the park went more than a dozen years without one. After Humber's perfect game, a six-pack of Seattle pitchers tossed a combined no-hitter against the Dodgers in June.

"He never did struggle. He kept making good pitches the whole way through," Jaso said. "The last at-bat of the game, falling down 2-0, he just kept his confidence. It was great."

The six no-hitters is two shy of the record set in 1884, one short of the total in each of the 1990 and 1991 seasons.

"Hard to believe. It's hard to believe. Hard to believe, too," baseball Commissioner Bud Selig said. "Struck out five of the last six hitters. That's pretty good."

Unlike Cain's perfect game in June, Hernandez didn't need the help of a career-high in strikeouts or spectacular catches.

Hernandez cruised through the first five innings with little trouble. The most concerning moment may have been Sam Fuld's deep fly ball to right center leading off the game that Eric Thames tracked down on the edge of the warning track. Longoria's line drive leading off the fifth eluded Hernandez's glove but was directly at second baseman Dustin Ackley.

Hernandez struck out the side in the sixth, retiring Rodriguez on a check swing to finish the inning and ending the frame having thrown just 69 pitches. Fuld tapped out to second to open the seventh and B.J. Upton grounded out to shortstop for the second out.

After Maddon's ejection, Joyce worked the count to 3-2, Hernandez's third three-ball count, and hit an inning-ending groundout.

Seattle didn't do much in the bottom of the seventh, but it was a long inning for Hernandez on the bench, extended even further by Ryan's nine-pitch at-bat that culminated in an inning-ending grounder.

The wait didn't hamper Hernandez, who struck out Longoria on a biting breaking ball to start the eighth. With chants of "Let's Go Felix!" from the crowd, Hernandez struck out Zobrist. The chant grew in volume as Hernandez got ahead 1-2 to Pena and he finished off his second inning striking of striking out the side with a punchout of Pena.

It was the fifth time this season Hernandez has struck out 10 or more. Most of his outs were on the infield with only five fly ball outs.

"You could throw any lineup out there today and it's close to the same result," Jaso said.

Seattle's only run came thanks to the aggressive baserunning of Ryan. He led off the third with his first hit in 10 at-bats against Jeremy Hellickson (7-8) with a sharp single to left. He was still standing at first with two outs when he got a great jump on a curveball that bounced in the dirt and escaped Lobaton. Ryan never hesitated at second and made it all the way to third. He then jogged home when Jesus Montero followed with a single to left for the only run.

Game notes

There have been seven no-hitters in a season twice since 1900. It happened in 1990 and again in 1991, with Nolan Ryan throwing two in those days. ... Seattle's previous individual no-hitter came when Chris Bosio shut down Boston on April 22, 1993. Seattle's other no-hitter was thrown by Randy Johnson against Detroit on June 2, 1990. ... Tampa Bay was no-hit for the fifth time in franchise history. ... Maddon's ejection was his second of the season. ... Maddon said the team plans to keep INF Luke Scott on his rehab assignment in the minors through the weekend. Scott has been on the DL with an oblique strain.

Information from the Associated Press was used in this report.