Fun fact, friends, in addition to harnessing the power of machine learning and artificial intelligence, I’ve also put some AI agents behind the work to bring you fresh insights. This is a sneak peek, the first in a potential series of agentic based observations. Without further ado…
Someone named Sumiremaru won 20 matches in a row. [1]
Twenty. That’s the single biggest streak SaltyTrack’s insight agent caught in the last 27 days — and if you think that’s impressive, wait until you see how rare it actually is. We tracked 143 streak bulletins of 8+ consecutive wins or losses across 79 unique fighters between March 16 and April 11, 2026, and the math of long streaks turns out to be brutal: each additional win in a run roughly halves the odds of continuing. Of those 143 streaks, only five made it past 12. Only one made it to 20.
Here’s everything our agents saw, including who’s hot, who’s cursed, and why you should probably stop backing the streak after round 10. We love us some wild win streaks!
SaltyTrack runs an insight detection agent inside our match collector that scans SaltyBet’s live match feed on a regular basis. Whenever a fighter’s most recent 20 matches contain a streak of 8 or more consecutive wins or losses, the agent emits a “streak bulletin” — a record of that fighter’s name, the streak length, and whether it was a win or loss run. You may see these pop up from time to time on the homepage. New to SaltyBet? Check out our Beginner’s Guide for a full intro to the platform.
This report covers 143 streak bulletins emitted between March 16 and April 11, 2026 across 27 active days on SaltyBet (avg 5.3 bulletins/day). [1]
A few things to know before we dig in:
SaltyTrack data from 143 streak bulletins shows the top peak win streaks across the 27-day window:
| Rank | Fighter | Peak Streak | Appearances |
|---|---|---|---|
| 1 | Sumiremaru | 20-win | 1 |
| 2 | Chie Satonaka | 14-win | 6 |
| 3 | Misaka | 14-win | 3 |
| 4 | Thanos MvC2 | 13-win | 1 |
| 5 (tie) | Prishe | 12-win | 5 |
| 5 (tie) | Master Sakura | 12-win | 3 |
| 7 (tie) | Shiki Nanaya | 11-win | 4 |
| 7 (tie) | Evil Zangief HD | 11-win | 5 |
| 7 (tie) | Taokaka | 11-win | 3 |
Sumiremaru’s 20-win streak is the kind of thing that should not happen often. We’re talking about a fighter who, at some point in the last 27 days, beat twenty opponents in a row. In. A. Row.
That’s the equivalent of running the table through multiple match cycles. Sumiremaru only showed up in our bulletins once — which makes sense, because after a run like that, a tier promotion typically throws you against tougher opposition and the streak dies.
Chie Satonaka is the most consistent streaker we tracked. Six separate bulletin appearances, with a peak of 14 wins. That’s not luck — that’s a fighter who’s regularly stringing together 8+ win runs, dropping back, and doing it again. Every time Chie’s name popped up in our feed, she was already on her way to another tear. If you’re building a “watch list” of fighters to back when they appear in current matches, Chie goes on it.
Evil Zangief HD deserves a special shoutout. Five separate streak bulletins across the window, tied with Chizuruxxx and Prishe for second-most appearances on the winning side. The man is an 8-win streak factory. Why? No idea — we just know the data.
The other side of the coin. Here are the fighters where Salty Bucks go to die:
| Rank | Fighter | Peak Streak | Appearances |
|---|---|---|---|
| 1 | Half Orc | 16-loss | 1 |
| 2 (tie) | Nono | 11-loss | 6 |
| 2 (tie) | Adol Christin | 11-loss | 4 |
| 4 | Akebono Taro | 10-loss | 3 |
| 5 (tie) | Zekamasi | 9-loss | 3 |
| 5 (tie) | Evil Ryu SSF’2 Plus | 9-loss | 3 |
Nono is the platonic ideal of a cursed fighter. Six separate bulletin appearances — tied for most of any fighter in the entire dataset — peaking at 11 consecutive losses. That means over the 27-day window, our agent flagged Nono as “currently losing everything” six different times. Six! If you see Nono in a current match, we’re not saying run the other way, but… actually yeah, we’re saying that.
Half Orc’s 16-loss streak is darkly impressive. One bulletin appearance, one terrifying number. We love this character now.
Adol Christin also hit 11 losses with 4 separate bulletin appearances. Between Adol, Nono, and Akebono Taro (10-loss peak, 3 appearances), there’s a clear pattern: certain fighters are structurally disadvantaged in SaltyBet’s matchmaker and they stay disadvantaged.
If you want a deeper dive into why some fighters are stuck losing, we broke it down in “Why Do Some MUGEN Characters Always Win?” — the inverse is also true.
Here’s where the data gets genuinely interesting. Of the 143 streaks our agent caught, here’s the distribution by length:
| Streak Length | Count | % of Total |
|---|---|---|
| 8 | 76 | 53.1% |
| 9 | 30 | 21.0% |
| 10 | 18 | 12.6% |
| 11 | 11 | 7.7% |
| 12 | 3 | 2.1% |
| 13 | 1 | 0.7% |
| 14 | 2 | 1.4% |
| 16 | 1 | 0.7% |
| 20 | 1 | 0.7% |
After 8 wins, each additional win roughly halves the probability of continuing the streak. 76 fighters hit 8. Only 30 kept going to 9. Only 18 to 10. Only 11 to 11. By the time you get to 12, you’re down to 3 out of 143 — roughly 2% of streaks even make it that far.
And past 12? Five streaks total. Five out of one hundred forty-three. That’s about 3.5%.
This matters if you’re a bettor. The “back the streak” strategy has a clear mathematical ceiling: you should probably stop riding a streak around match 10, because by then you’re already deep in the thin tail of the distribution and the math is screaming at you to take profit. Every additional match you stay in is roughly a coin flip on whether the streak continues — and the longer it goes, the more crowd bias gets baked into the odds, which eats your expected value.
For more on how psychology affects betting decisions in situations like this, we wrote a whole piece on the psychology of AI fight betting — the short version: streaks feel hotter than they are.
A few patterns worth calling out that don’t fit neatly into “hot” or “cursed”:
The busiest day was March 29, 2026 with 10 separate streak bulletins. The quietest was March 30 with just 2. No idea why one day produced 5× the streaks of the next — welcome to SaltyBet.
79 unique fighters across 143 bulletins means the average fighter who appeared in our data did so 1.8 times. But the top of the distribution is dominated by repeat offenders — Chie Satonaka and Nono at 6 appearances each, Prishe and Chizuruxxx and Evil Zangief HD at 5. These are the fighters worth paying attention to: consistent streakers on both sides.
Newer fighters may be underrepresented in our data because our agent requires a fighter to have enough match history (20+ recent matches) for streak detection to work. If you want to know what’s actually new on the platform, check out New Fighter Watch — that’s a different signal. And if you want context on how SaltyBet’s tier system shapes who faces who (and therefore who goes on streaks), the SaltyBet Tier List is the primer.
143 streak bulletins across 27 days between March 16 and April 11, 2026, covering 79 unique fighters. The average was 5.3 bulletins per day.
A fighter on 8 or more consecutive wins or losses in their most recent 20 matches on SaltyBet. Our insight agent scans on a regular basis and flags any fighter currently above that threshold.
Sumiremaru, with 20 consecutive wins. No other fighter even broke 15.
Half Orc, with 16 consecutive losses. Nono and Adol Christin tied for second at 11 losses each.
Yes — in our 143-bulletin sample, 69% were win streaks (99 total) and 31% were loss streaks (44 total). This isn’t because SaltyBet is rigged; it’s because losing fighters tend to cycle out of matchups via the tier system before they hit deep loss streaks.
Very. Only 2 fighters (Misaka and Chie Satonaka) hit 14 wins in our 27-day sample, out of 143 total streaks tracked. That’s about 1.4% — or roughly 1 in 71.
Chie Satonaka (6 win-streak bulletins) and Nono (6 loss-streak bulletins) tied at the top. Chie is the most consistent winner we tracked; Nono is the most consistently cursed.
Want SaltyTrack to flag streaks like these before you bet your next $500 Salty Bucks on a cursed fighter? The SaltyTrack Chrome Extension overlays live streak detection, crowd confidence, and ML predictions directly on the SaltyBet Twitch channel. We built it because we were tired of riding streaks past their expiration date. Another honest plug: it’s free, and it’s how we use our own data.
SaltyBet uses virtual currency only. No real money is wagered or exchanged. SaltyTrack is not affiliated with SaltyBet.