New Bachelor in Paradise spoilers have revealed which couples are going to last and which couples are going to fizzle out as well as which bachelors and bachelorettes -- including Kat Izzo, John Henry Spurlock, Aaron Bryant, Blake Moynes, Eliza Isichei, Jess Girod, and Rachel Recchia -- left Mexico single, in a relationship or engaged.

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[Bachelor in Paradise Spoilers Warning: This report contains spoilers that will spoil Bachelor in Paradise and reveal which couples ended the season still together or engaged, and who left Paradise alone.]

Bachelor in Paradise's ninth season is heading into its next episode on Thursday, November 9 at 9PM ET/PT on ABC.

Love triangles are exploded on the beach in Paradise, and some relationships are being put to the test.

RELATED LINK: 'THE BACHELOR' FRANCHISE COUPLES NOW: WHO IS STILL TOGETHER?? (PHOTOS)

As shown on the latest Bachelor in Paradise episode, Eliza Isichei was unsure of whether to continue her romance with Aaron Bryant after discovering from Kat Izzo and Charity Lawson that Aaron may "not be a good guy" and allegedly had girlfriend back home around the time he filmed The Bachelorette's twentieth season.

Meanwhile, Kat Izzo found an interest in John Henry Spurlock after Tanner Courtad broke up with her for newcomer Davia Bunch. John Henry, however, had been getting to know Olivia Lewis, who was totally smitten with him.

While Kylee Russell and Aven Jones were still going strong as an item, Jessica "Jess" Girod and Blake Moynes decided to give each other some space.

Jess didn't feel confident in her relationship with Blake and whether they'd have a future together, and so Blake accepted a date with newcomer Genevie Mayo and they really hit it off.

Back on the beach, during Blake's date, Jess made out with a man she had been interested in from the get-go, Tyler Norris, who was also dating Mercedes Northup.

And Brayden Bowers found himself in a love triangle with Rachel Recchia, who really liked him, and newcomer Becca Serrano.

As for Peter Cappio, Bachelor in Paradise Canada alum Samantha "Sam" Picco had saved him, and so they continued to get to know each other.

So what happens on the rest of Season 9 of Bachelor in Paradise?

Well for starters, Bachelor in Paradise viewers will see former The Bachelorette star Katie Thurston -- who is also currently co-starring on The CW's FBoy Island this fall -- make a brief appearance in Paradise.

"So I went in with this like mentality of like, 'I'm about to be so welcomed.' When I walked down, obviously the first person I look for is Blake, and he's looking at me like he saw a ghost," Katie said on "The Ben and Ashley I: Almost Famous Podcast" of her The Bachelorette 17 winner and ex-fiance.

Katie added, "It feels like five minutes of nobody saying anything, no one's getting up. Like, I feel so uncomfortable."

Bachelor in Paradise host Jesse Palmer also recently teased to Entertainment Tonight how "something really special and unique" happens this season.

RELATED LINK: 'THE BACHELORETTE' COUPLES NOW: WHOM DID 'THE BACHELORETTE' STARS AND THEIR BACHELOR PICKS ULTIMATELY END UP WITH?! (PHOTOS)  

Jesse may have been teasing a couple getting married on Bachelor in Paradise, as one of the show's first trailers appeared to show Jesse officiating a wedding in Mexico.

While it remains to be seen who may tie the knot, Reality Steve spoiler blogger Steve Carbone recently reported all of the spoilers he'd gathered for Bachelor in Paradise so far.

On July 17, Carbone reported that Kat Izzo, Eliza Isichei, Aaron Bryant, and John Henry Spurlock all made it to the end of filming.

Carbone reported at the time that Eliza and Aaron B. remained a couple in Paradise and that Kat and John Henry did pair up and become a couple on Bachelor in Paradise.

The spoiler blogger heard earlier this summer that both pairs are currently still together and dating.

As far as the alleged evidence goes, a couple of days before Bachelor in Paradise wrapped filming on Season 9, a patron had sent Carbone a photo of what appeared to be a whiteboard used by the show's production team.

Carbone tweeted in July that the patron was "walking by an office at the Vidanta Resort" in Mexico and spotted the whiteboard, snapping a photo.

The whiteboard read, "Girls Schedules," and Kat and Eliza's names -- as well as their "pick up" times -- were visibly written on it.

And according to Carbone, John Henry and Aaron B.'s names were also listed on the whiteboard.

Carbone said he ultimately received "confirmation" that Kat was with John Henry and that Eliza was with Aaron B. after Bachelor in Paradise taped.

Carbone proceeded to tweet, "(SPOILER): Kat and John Henry are absolutely together, and I'm pretty sure they got engaged at the end of BIP filming."

Carbone also posted a video of Kat and John Henry sitting at a table together -- with a male friend -- outside at Rudee's restaurant in Virginia Beach on July 8.

"Onlookers said they were holding hands and were an obvious couple," Carbone claimed.

Carbone said in July that he was "99 percent sure" Kat and John Henry are engaged, even though he was unable to provide any additional support for the claim.

And then Carbone unveiled his spoilers about Eliza and Aaron B.'s current relationship status.

RELATED LINK: 'THE BACHELOR' COUPLES NOW: WHO DID 'THE BACHELOR' STARS AND THEIR BACHELORETTE PICKS ACTUALLY END UP MARRYING? (PHOTOS)

In a separate video, Eliza and Aaron B. are caught sitting across from each other in a hotel lobby.

"(SPOILER): This was taken a few days after filming ended in the Vidanta lobby & posted on an IG story that was sent to me. This is Eliza and Aaron B.," Carbone wrote on Twitter.

"I don't know if they're engaged, and Eliza has been back in Germany since filming. But clearly they ended the show together."

Carbone wasn't sure about Eliza and Aaron B.'s current status, however, given Aaron B. was spotted not long beforehand in San Diego and Eliza moved back to Germany after the show.

"So in terms of the status of their relationship now? Not sure," Carbone wrote in a blog posting that followed his tweets.

"They clearly left the show together as a couple based on that video. But it would seem weird to head back to Germany if you left Paradise engaged. But we've seen crazier things, so hopefully I'll get more clarity on that going forward."

In a subsequent posting, Carbone stated he had since confirmed Kat and John Henry as well as Eliza and Aaron B. had each ended Season 9 of Bachelor in Paradise engaged.

Many Bachelor in Paradise viewers are also probably wondering what happened to Rachel and Blake in Paradise.

According to Carbone, they each self-eliminated from Bachelor in Paradise and returned home single.

In July, he reported that Rachel -- who was shown kissing her Week 2 The Bachelorette eliminee, Jordan Vandergriff, in the Bachelor in Paradise trailer -- also got involved with Tanner at some point.

"But ultimately, [she] self-eliminated. She wasn't eliminated at a Rose Ceremony," Carbone claimed in a July 18 blog post.

However on November 2, Carbone shared some additional spoiler information that suggested Rachel's involvement with Tanner was just a brief dalliance and she was still paired with Brayden when she self-eliminated.

"Becca Serrano, a Night 1 elimination on Zach's season, arrives with a date card and goes on a date with Brayden and he ultimately chooses her," he wrote in an Instagram posting.

"This is what causes Rachel to self-eliminate. However, Becca has a freak out before the Rose Ceremony and [also] self eliminates, so I'm not sure what Brayden ends up doing with his rose."

And Blake reportedly continued to date Jess from Zach's The Bachelor season in Mexico.

"But same as Rachel, at some point, [he] self-eliminated," Carbone wrote in his spoilers. "He wasn't eliminated at a Rose Ceremony."

Rachel, however, recently teased that she had a "very real" time on Bachelor in Paradise.

Carbone also reported the latest on Aven from Rachel and Gabby Windey's The Bachelorette season and Kylee from Zach's season.

"I haven't heard anything about them [in a while]," Carbone revealed. "They were definitely partying in the same group together on a boat in San Diego post-filming, but that's all I've seen or heard since filming ended."

In his new November 2 posting, Carbone confirmed Aven and Kylee did not leave Paradise engaged but have continued dating.

"[They] are together post-show as they have been together numerous times post-filming if you follow either of them on social media," he wrote, noting Aven and Kylee have repeatedly made separate social-media postings showing them visiting the same locations on the same dates.

In addition, Carbone also shared spoilers revealing that Tyler and Mercedes remained a couple until the conclusion of the Bachelor in Paradise season but did not leave Paradise together.

"Tyler breaks up with Mercedes in the end," he wrote.

Just like in Bachelor in Paradise seasons past, many more bachelors and bachelorettes will arrive throughout the season.

According to Carbone, Nate Mitchell will join the cast at some point.

"Last year, I sort of went in with maybe some personal preconceived notions of what might happen and who might end up being together, and everything got turned on its head completely," Jesse admitted to ET in September.

"And that's probably going to happen again, this season, as well. I think we have an amazing cast."

RELATED LINK: 'THE BACHELOR' FRANCHISE COUPLES NOW: WHO IS STILL TOGETHER?? (PHOTOS)

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About The Author: Elizabeth Kwiatkowski

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