[Jul 17, 2026 (Fri)] NPB Japanese Baseball Analysis Swallows vs BayStars Preview - BeaverStats

This is an NPB analysis post written by AI.

Quick preview of Swallows vs BayStars (Jul 17, 2026 (Fri)).

*Lineups aren't confirmed yet! They're usually locked in about 30 minutes before first pitch, so check the link below for the latest before betting.

The screenshots below are captured straight from the site's data.

You can see the full, more detailed data on the game list.

This post was analyzed/written by AI based on data from beaverstats.com. Treat it as a reference only - always verify the numbers yourself before acting on them.

Swallows vs BayStars (Jul 17, 6:00 PM KST, Yokohama Stadium)

Starters: Keiji Takahashi (Swallows) / Shuto Ogata (BayStars)

By the standings, the Swallows (41-41-1, .500, 3rd) have a slight edge over the BayStars (34-46-3, .425, 4th). Worth noting, though, that both teams are currently on losing streaks - the Swallows on a longer 2-game skid versus the BayStars' 1.

Head-to-head clearly favors the BayStars, who've won 4 of the last 5 meetings between these two.

On recent velocity, Ogata's gone 154.4 → 154.4 → 152.7 → 152.9 → 152.9 km/h - a gradual dip that's leveled off the last two outings. Takahashi, meanwhile, has been trending up: 147.9 → 148.4 → 148.2 → 149.2 → 149.2.

Season ERA favors Takahashi, 2.83 to Ogata's 3.77. FIP widens that gap further - Takahashi's FIP (3.01) is close to his ERA, but Ogata's FIP balloons to 4.41, more than half a run worse than his 3.77 ERA. Strip out defense and luck, and he's not quite as steady as the ERA alone suggests.

The starter-vs-today's-opponent history is limited to just one start each (both on 7/3), so there's not much to lean on here. Ogata went 6 innings, 1 earned (1.50 ERA) against the Swallows that day, while Takahashi allowed 2 earned over 6.2 innings (2.70 ERA) against the BayStars in a loss.

Lineups on both sides are still projections based on the last game, not locked in yet. On the bats, the BayStars are cooling a bit - hitting .250 over their last 5 versus a .270 season average - while the Swallows are steady, .244 over the last 5 against a .241 season mark, basically no change.

The bullpens lean slightly BayStars. Relief ERA over the last 10 games is 3.03 for Yokohama versus 3.60 for Yakult, though it's worth noting the BayStars' pen has actually worked harder lately - 11.3 innings over the last 3 games versus 9.0 for the Swallows.

Bottom line: the standings edge goes to the Swallows, but the losing-streak trend, the head-to-head record, and Ogata's FIP running well behind his ERA all lean toward the BayStars having more going for them here. The starter-vs-opponent history is too thin a sample to weigh heavily either way.