● Italy Serie A · 37เตะ 17 May 2026, 23:00

Atalanta พบ Bologna พรีวิวและสกอร์ที่คาด

สร้างคำทำนายเมื่อ17 May 2026, 10:29อัปเดต18 May 2026, 01:00โมเดล3/3✕ ทายผิด
เจ้าบ้าน
จบเกม
0 - 1
ผลคาดการณ์: 2 - 1 · ATALANTA WIN
0/3 ตลาดที่ถูก
ทีมเยือน
● ความเห็นพ้อง AI
2/3เห็นว่า Atalanta ชนะ
Atalanta ชนะ67% · GPT · Gemini
● เห็นต่าง (Kimi)33%
● ปัจจัยสำคัญ
  • Atalanta won both recent league H2Hs 2-0, with Bologna failing to score.
  • Bologna conceded 10 goals in their last 5 matches, showing clear defensive fragility.
  • Atalanta's home advantage and high-pressing system should disrupt Bologna's build-up.
  • Both teams' recent matches (3-2, 3-2) point to an open, high-scoring contest.

โมเดล AI ทั้ง 3 ว่าอย่างไร

เปรียบเทียบคำทำนายของแต่ละโมเดลพร้อมระดับความมั่นใจ ก่อนอ่านเหตุผลโดยละเอียดด้านล่าง

✓
GPT
ATALANTA WIN
2 - 1
มั่นใจ 60%
✓
Gemini
ATALANTA WIN
2 - 1
มั่นใจ 60%
✗
Kimi
BOLOGNA WIN
1 - 2
มั่นใจ 60%

ผลงานล่าสุด

5 นัดล่าสุดของแต่ละทีม จากข้อมูลที่ AI ใช้พิจารณา

Atalanta6/15 แต้ม
  • 11 May 2026@AC Milan3-2W
  • 3 May 2026vsGenoa0-0D
  • 28 Apr 2026@Cagliari2-3L
  • 23 Apr 2026vsLazio1-1D
  • 19 Apr 2026@AS Roma1-1D
Bologna4/15 แต้ม
  • 12 May 2026@Napoli3-2W
  • 4 May 2026vsCagliari0-0D
  • 26 Apr 2026vsAS Roma0-2L
  • 20 Apr 2026@Juventus0-2L
  • 17 Apr 2026@Aston Villa0-4L

สรุปเหตุผลของ AI

Model Agreement Summary

Two of the three models (GPT and Gemini) back an Atalanta home win, while Kimi takes a contrarian away pick. All three models agree on the over 2.75 goals, making that the strongest consensus signal. The handicap split (two home, one away) reflects the tension between Atalanta's head-to-head dominance and their recent stuttering home form.

Key Factors Driving the Consensus

The majority home pick rests on Atalanta's perfect league record against Bologna this season and last — two 2-0 victories where Bologna failed to score. Bologna's current defensive decline (10 goals conceded in 5 games, including 4 at Aston Villa and 2 at Juventus) reinforces the expectation that Atalanta will find the net multiple times. Gemini highlights the tactical mismatch: Gasperini's man-marking press should force turnovers against a Bologna side that struggled against high-intensity opponents. The over pick is unanimous because both teams have been involved in high-event matches recently (Atalanta's 3-2 win at Milan, Bologna's 3-2 win at Napoli), and the 2.75 line appears vulnerable given Bologna's leaky backline.

Where Models Disagree

Kimi argues the market is mispriced, citing Atalanta's poor home form (0-0 vs Genoa, 1-1 vs Lazio) and Bologna's impressive away win at Napoli. It views the 1.67 home odds as a trap and sees value in Bologna +0.75. However, the other two models counter that Bologna's away win was an outlier in a run of heavy defeats, and Atalanta's home draws came against defensively organized sides — a profile Bologna do not currently fit. The consensus sides with the majority because the head-to-head data and Bologna's defensive numbers are more concrete than the market-mispricing narrative, which relies on a single upset result.

Final Consensus Verdict

We align with the majority: Atalanta to win in a match that should see at least three goals. The handicap pick (home -0.75) carries low confidence because a one-goal margin only half-covers the line, and Atalanta's recent home performances have lacked the cutting edge to secure a multi-goal victory. The over 2.75 is the most robust selection, given the defensive vulnerabilities on both sides and the attacking talent on display. The most likely scoreline is 2-1 to Atalanta, reflecting Bologna's ability to grab a consolation goal but not enough to overturn the home side's superiority.

เหตุผลโดยละเอียดจากแต่ละโมเดล

คำตอบเต็มจากแต่ละ AI ที่อธิบายเส้นทางความคิด เริ่มจากเสียงข้างมาก ตามด้วยความเห็นต่าง

GPT
ทำนาย: Atalanta ชนะ
มั่นใจ 60%

Form and goal profile

Atalanta are the statistical pick at home, but the margin is not completely secure. Over the last 5 matches, Atalanta scored 7 and conceded 7, which is Home: 1.4 goals scored/match and 1.4 conceded/match. Bologna over the same span scored only 3 and conceded 10, or Away side: 0.6 goals scored/match and 2.0 conceded/match. That defensive trend is the clearest data edge in the match: Bologna have allowed 2+ goals in 4 of their last 5 fixtures, including 2 against Napoli, 2 against AS Roma, 2 against Juventus and 4 against Aston Villa.

Head-to-head signal

The recent head-to-head record is mixed overall, but the latest league meetings lean toward Atalanta. Atalanta won 2-0 away at Bologna in January 2026 and 2-0 at home in April 2025. That means Bologna have failed to score in the last two Serie A meetings, and Atalanta have produced a clean two-goal winning pattern in both. The market price of 1.670 is short, but it is backed by the recent H2H league data and Bologna's current defensive decline.

Player production

Atalanta also have the stronger spread of season output. Nikola Krstovic has 10G 5A in 32 apps, Gianluca Scamacca adds 8G 1A in 23 apps, while Charles De Ketelaere contributes 3G 5A in 29 apps. Bologna's main threats are Santiago Thomas Castro with 7G 2A in 33 apps, Riccardo Orsolini with 5G 1A in 34 apps and Jens Odgaard with 5G 1A in 25 apps. Bologna can score, as shown by the 3-2 win at Napoli, but their attack has been shut out in 3 of the last 5 matches.

Market picks

The 1x2 pick is Atalanta. On the Asian Handicap line of 0.75, Atalanta are still preferred, though confidence is lower because a one-goal win only partially supports that position. For totals, the line is 2.75. The recent combined match averages sit close to the line, but Bologna's concession rate and Atalanta's 3-2 and 2-3 scorelines point narrowly toward over. The most likely score is Atalanta 2-1 Bologna.

ปัจจัยหลัก
  • Atalanta have won the last two league H2Hs 2-0
  • Bologna conceded 10 goals across their last 5 matches
  • Atalanta have deeper season scoring through Krstovic and Scamacca
Gemini
ทำนาย: Atalanta ชนะ
มั่นใจ 60%

Tactical Matchup: Man-Marking vs. Positional Play

This fixture presents a classic tactical clash between Gasperini’s high-intensity man-marking system and Bologna’s attempt to maintain structural fluidity. Atalanta’s 3-4-2-1 formation is designed to suffocate teams that rely on slow, methodical build-up from the back. By pressing Bologna’s deep-lying playmakers, Atalanta can force turnovers in dangerous areas. Bologna has recently struggled against high-pressing English and Italian sides (e.g., the 4-0 loss to Aston Villa and 2-0 to Juventus), suggesting they find it difficult to play through aggressive mid-block pressure.

The Wing-Back Battle

A critical tactical edge for Atalanta lies in their wing-back progression. Davide Zappacosta remains a primary outlet, and his ability to stretch the pitch forces Bologna’s wingers, like Orsolini and Cambiaghi, to track back deeper than they prefer. This neutralizes Bologna’s counter-attacking threat. If Atalanta can isolate Bologna’s full-backs in 1v1 situations, the aerial presence of Gianluca Scamacca or the late runs of Mario Pasalic will likely exploit the spaces created by the overlapping center-backs (Scalvini).

Recent Form and Momentum

While Bologna comes off a high-scoring win against Napoli, their defensive consistency is questionable, having conceded 11 goals across their last five matches in all competitions. Atalanta, conversely, showed great resilience in their 3-2 victory over AC Milan, proving they can outscore top-tier opposition even when the game becomes chaotic. Given the -0.75 handicap line, Atalanta at home is the more reliable pick as they possess the tactical tools to disrupt Bologna’s rhythm and capitalize on the visitors' tendency to crumble under sustained physical pressure.

ปัจจัยหลัก
  • Atalanta's man-marking system vs Bologna's build-up
  • Bologna's poor away defensive record in big games
  • Gasperini's tactical edge in high-intensity transitions
Kimi
ทำนาย: Bologna ชนะ
มั่นใจ 60%

Market Mispricing

The 1x2 odds reveal a heavy public bias toward the home favorite. Atalanta at 1.67 carries an implied probability of roughly 59.9%, pricing them as if they are in dominant form. In reality, they have won just one of their last five matches and were held to a 0-0 stalemate by Genoa at this ground only two weeks ago. Meanwhile, Bologna at 4.75 is offered at an implied 21.1% — a disrespected price for a side that just dismantled Napoli 3-2 away from home. The gap between market perception and actual momentum is stark, and the true probability of a Bologna result is far closer to 30% than 21%.

Form and Tactical Edge

Atalanta's attack has gone flat in Bergamo. Back-to-back home draws against Lazio (1-1) and Genoa (0-0) reveal a team struggling to break down organized blocks. Bologna, conversely, has the tactical discipline and pace in transition — through Castro and Orsolini — to exploit the high line that Atalanta leaves behind. The Rossoblù's confidence should be sky-high after the Napoli result, and their defensive structure makes them a difficult opponent for a side currently lacking fluency.

Head-to-Head Context

The recent H2H record does not support a 60% home probability. Bologna has won two of the last five meetings, including a 1-0 Coppa Italia victory at this stadium in February 2025. Atalanta's two wins in this sequence were narrow, and the market drift on them in those fixtures (e.g., opening 1.79, closing 1.91 in April 2025) confirms smart money has consistently come against them in this matchup.

Contrarian Conclusion

The value lies entirely with the away side. Atalanta's short price is a trap built on reputation rather than current output. Bologna +0.75 at even money is the safest structural play, but the 4.75 outright is too fat to ignore for a team that has already proven it can win at elite venues. Expect a tight, transitional game where Bologna's counter-punching decides it by a single goal in a high-tempo affair.

ปัจจัยหลัก
  • Atalanta ~60% implied probability despite just one win in last five matches
  • Bologna won 3-2 at Napoli; market price ~21% is far below true away chance
  • Bologna took two of last five H2H, including a Coppa clean sheet here

ผู้เล่นที่น่าจับตา

สถิติฤดูกาลของผู้เล่นที่น่าจะมีผลต่อเกม

Atalanta

Nikola Krstovic
G10A5RTG108.28
Gianluca Scamacca
G8A1RTG77.54
Mario Pasalic
G3A4RTG100.83
Davide Zappacosta
G3A3RTG110.45
Giacomo Raspadori
G3A1RTG37.49
Charles De Ketelaere
G3A5RTG101.23
Giorgio Scalvini
G3A1RTG78.03
Player #139073
G2A0RTG37.24

Bologna

Santiago Thomas Castro
G7A2RTG109.33
Jens Odgaard
G5A1RTG81.65
Riccardo Orsolini
G5A1RTG113.51
Nicolo Cambiaghi
G3A4RTG91.17
Jonathan Rowe
G3A1RTG86.82
Federico Bernardeschi
G2A2RTG87.78
Nikola Moro
G2A0RTG94.04
Thijs Dallinga
G2A2RTG66.51
เข้ากลุ่มบอลโลก Telegram
ดูบอลสดที่ GoGoalStream