Mathematical and statistical analysis of the 27th round of the English National League for the 2025-2026 season

Description

Mathematical and statistical analysis of the 27th round of the English National League for the 2025-2026 season: “Kara ” protocol for precise prediction and risk management

This comprehensive report has been prepared to provide professional analysts and sports betting market participants with a detailed mathematical analysis of the 27th round of the English National League for the 2025-2026 season. As “Kara – Your Betting Guardian Angel”, this analysis is not based on subjective biases or emotional interpretations of sporting form, but applies a rigorous “Mathematical Calculation Protocol” built on the foundations of statistical probability, the Poisson distribution and synthetic indicators of stability and harmony. ¹

The English Premier League, often referred to as the ‘Conference’, is the fifth tier of the football pyramid and is characterised by extreme volatility and physical intensity. As of January 2026, the league is entering a critical phase where the fatigue of the festive period (Boxing Day and New Year’s schedule) is starting to take its toll on the ‘Strength of Attack’ and ‘Strength of Defense’ statistics. ² Using data from Soccerway and other specialist sources, we will deconstruct each of the twelve matches in the round to determine their ‘Harmony Index’ – a metric that acts as a ‘seal of approval’ and identifies the so-called ‘Platinum Selections’. ¹

Theoretical Framework and Kara’s Mathematical Protocol

Before we move on to the specific analysis of the meetings, it is imperative to clarify the mechanism by which these predictions are generated. The mathematical relationship in the model is based on an eight-step process, defined in the “Master Template,” that transforms raw data into actionable insights. ¹

First and Second Calculation: Baseline Data Generation and Attack Strength

Each calculation begins by extracting five key metrics for each team from the start of the current season: win percentage ( W% ), draw percentage (D%), loss percentage (L%), goals scored (GF), and goals conceded (GA). ¹ These metrics are not just numbers; they represent the team’s historical DNA during the current season. For example, York City’s high win percentage (64%) combined with their exceptional goal scoring power (2.60 goals per game on average) directly impacts their “Attack Strength”. ⁴

The formula for “Attack Strength ” is defined as the sum of the win percentage, the loss percentage, and the average number of goals scored:

$$\ text{ Attack Power} = (W\% + L\% + GF)$$

This approach is innovative as it takes into account not only the ability to convert, but also the aggressiveness of the team in matches with a final result (win or lose), which is typical of English football in the lower divisions.1

Third and fourth calculations: Defense Strength and Expected Goals (xG)

A team’s defensive strength is calculated by the reciprocal of the balance between wins, losses and goals conceded:

$$\ text{ Defense Strength} = \frac{1}{(W\% – L\% + GA)}$$

This relationship ensures that teams with a low number of goals conceded and high discipline (such as Rochdale or Southend) will receive a higher defensive coefficient.4

The next step is to determine the “Expected Goals ” ( xG) for the upcoming match. Here, the protocol requires a cross-comparison: the home team’s attacking strength is averaged with the away team’s defensive strength to obtain the home team’s xG. The reverse is applied for the away team. ¹ This interaction simulates the tactical clash on the pitch in a mathematical environment.

Fifth to eighth calculations: Poisson, Stability (K) and Harmony Index (HI)

Using the xG values, a Poisson distribution is applied to calculate the probabilities of 1, X, and 2. A key element here is the “Model Stability (K )” , which measures the standard deviation of these probabilities. If the probabilities are too spread out, the stability is low. The formula is:

$$K = \ left( \frac{\text{STDEV.P}(1, X, 2)}{\text{AVERAGE}(1, X, 2)} \right) \times 1.67$$

with a limit of up to 0.99.1

The final and most important indicator is the “Harmony Index ” ( HI). It synthesizes the stability and the “Equality Index (L )” . When the HI is above 100, the model declares “Platinum Selection”, which means that the mathematical factors have arranged themselves in a rare configuration of high predictability. ¹

$$\ text{ HI} = \left( \frac{2}{K} \right) + \left( \frac{1}{1 – L} \right)$$

Detailed analysis of the matches of the 27th round (January 17, 2026)

As of 17 January 2026, the situation in the National League is tense. York City lead the standings with 55 points from 25 matches, closely followed by Rochdale and Carlisle United. ⁴ The 27th round offers a series of matches that will test the ambitions of the favourites and the resilience of the relegation-threatened.

1. Hartlepool United vs Altrincham (12:30pm)

This early match pits the home team, who are the “king of draws” in the league (10 draws in 26 matches), against an away team with a high loss percentage (60%) but decent attacking power. ⁴

• Step 1 (Input data – Hartlepool): W%=0.35, D%=0.38, L%=0.27, GF=1.12, GA=0.96.
• Step 1 (Input data – Altrinkum): W%=0.32, D%=0.08, L%=0.60, GF=1.16, GA=1.60.
• Step 2 & 3 (Strengths):
  • Hartlepool Att. Force: $0.35 + 0.27 + 1.12 = $1.74; Def. Force: $1 / (0.35 – 0.27 + 0.96) = $0.96.
  • At. Altrincham power: $0.32 + 0.60 + 1.16 = $2.08; Protection power: $1 / (0.32 – 0.60 + 1.60) = $0.76.
• Step 4 (xG):
  • xG Home: $(1.74 + 0.76) / 2 = 1.25$.
  • xG Guest: $(2.08 + 0.96) / 2 = 1.52$.
• Step 5 (Poisson): 1: 30%, X: 24%, 2: 46%.
• Step 6 (K): 0.46.
• Step 7 (L): 0.14.
• Step 8 (HI): 5.51.
• Verdict (V3): $0.30 – 0.46 = -0.16 \rightarrow$ X2 . ¹

The analysis shows that Hartlepool are defensively solid, but Altrincham play more risky, which generates a higher attack. The X2 odds of 2.75 reflect an underestimation of the away team by the bookmakers in this particular model. ⁷

2. Brackley Town v Yeovil Town (3:00 PM)

Brackley are in a difficult position with just 18 goals scored in 24 games – the lowest score in the entire league. ⁵

• Brackley Town (Home): Attacking power: $0.29 + 0.50 + 0.75 = $1.54; Defensive power: $1 / (0.29 – 0.50 + 1.25) = $0.96.
• Yeovil Town (Away): Attacking power: $0.35 + 0.50 + 1.00 = $1.85; Defensive power: $1 / (0.35 – 0.50 + 1.31) = $0.86.
• xG : Home = 1.20; Away = 1.40.
• Poisson Probabilities: 1: 31%, X: 25%, 2: 44%.
• HI: 6.14.
• Verdict (V3): -0.13 $\rightarrow$ X2 .

Given the fact that Yeovil is the better team and Brackley is struggling in attack, the prediction of a double chance in favor of the visitors is logical. The coefficient of 2.75 for X2 is extremely attractive for a match with such a difference in attacking strength. ⁷

3. Braintree Town vs Boreham Wood (3:00 PM) – FIRST PLATINUM SELECTION

This match is a textbook example of the application of limits in the algorithm. Boreham Wood is one of the most consistent teams (16 wins, 48 goals), while Braintree is among the tail-enders. ⁴

• Braintree (Home): Attack power: $0.22 + 0.52 + 0.70 = $1.44; Defense power: $1 / (0.22 – 0.52 + 1.30) = $1.00.
• Boreham Wood (Guest): Attack power: $0.67 + 0.12 + 2.00 = $2.79; Defense power: $1 / (0.67 – 0.12 + 0.92) = $0.68.
• xG : Home = 1.06; Away = 1.90.
• Poisson: 1: 19%, X: 21%, 2: 60%.
• Stability (K): 0.83.
• Equality index (L): $| |1.44 – 2.79| – |1.00 – 0.68| | = | 1.35 – 0.32 | = 1.03 \rightarrow$ 0.99 (Limit) .
• Harmony index: $(2 / 0.83) + (1 / (1 – 0.99)) = 2.41 + 100 = $102.41.
• Rating: PLATINUM SELECTION.
• Verdict (V3): -0.41 $\rightarrow$ 2 .
• Odds: 1.52-1.58. ⁷

When the Harmony Index exceeds 100 due to the tie limit being reached, it signals a match in which the difference in attacking power is so great relative to defensive parity that the probability of a surprise is minimized by the model. Boreham Wood is the clear favorite. ¹

4. Eastleigh vs Aldershot Town (3:00 PM)

Aldershot are a team of extremes – they have scored 42 goals but conceded 54, one of the worst figures in the league. ⁴

• Eastleigh (Host): Attack power: 1.88; Defense power: 0.78.
• Aldershot (Away): At. strength: 2.43; Protection strength: 0.58.
• xG : Home = 1.23; Away = 1.61.
• Poisson: 1: 29%, X: 23%, 2: 48%.
• HI: 5.46.
• Verdict (V3): -0.19 $\rightarrow$ 2 .
• Odds: 2.76. ⁷

Although Eastleigh are higher up the table, Aldershot’s attacking prowess (2.43) dominates this model. This is a classic case of the algorithm finding value in an underdog based on their sheer ability to generate goals. ¹

5. Halifax Town FC vs. Boston United (3:00 p.m.)

Halifax are a solid home team with a balanced defense, while Boston United struggle to find rhythm on the road. ⁵

• Halifax (Home): Attacking power: $0.42 + 0.38 + 1.50 = $2.30; Defensive power: 0.70.
• Boston United (Away): Attacking Strength: 1.77; Defensive Strength: 0.82.
• xG : Home = 1.56; Away = 1.24.
• Poisson: 1: 47%, X: 24%, 2: 29%.
• HI: 5.77.
• Verdict (V3): 0.18 $\rightarrow$ 1 .
• Odds: 1.94-2.00. ⁷

A home win for Halifax looks like one of the most solid predictions in the round outside of the “platinum ” selections . The V3 value of 0.18 is above the 0.1 threshold, which reinforces the “1” sign. ¹

6. Gateshead vs Rochdale (3:00 PM)

Gateshead are bottom with the worst defence (61 goals conceded), while Rochdale are title contenders with an impressive 17 wins in 22 games. ⁴

• Gateshead (Home): Attacking power: 2.00; Defensive power: 0.50.
• Rochdale (Away): At. strength: 2.86; Protection strength: 0.76.
• xG : Home = 1.38; Away = 1.68.
• Poisson: 1: 31%, X: 24%, 2: 45%.
• HI: 7.15.
• Verdict (V3): -0.14 $\rightarrow$ X2 .
• Odds: 1.33. ⁷

Although Rochdale are favourites, Gateshead manage to maintain a relatively high attacking strength at home (2.00), which according to the Cara model makes a pure “2 ” sign a bit riskier than it seems at first glance. Still, the double chance is a safe haven here. ¹

7. Morecambe vs Scunthorpe United (3:00 PM)

Morecambe have endured a difficult season under Ashvir Singh Johal, finishing 22nd, while Scunthorpe are in the top 6. ²

• Morecambe (Home): Attacking power: 2.04; Defensive power: 0.56.
• Scunthorpe (Away): At. strength: 2.42; Protection strength: 0.67.
• xG : Home = 1.36; Away = 1.49.
• Poisson: 1: 35%, X: 26%, 2: 39%.
• HI: 8.51.
• Verdict (V3): -0.04 $\rightarrow$ X .
• Coefficient: 3.69-3.80. ⁷

Here the Cara protocol signals a draw. The xG difference is minimal (0.13), and the V3 of -0.04 falls right in the range for “X ” ( -0.08 to 0.06). Morecambe will probably try to “close ” the match to gain a valuable point in the battle for survival. ¹

8. Solihull Moors vs Carlisle United (3:00 PM)

Carlisle are in excellent form and fighting for promotion, but Solihull Moors have proven they can be giant killers. ²

• Solihull Moors (Home): Attacking Power: 2.46; Defensive Power: 0.67.
• Carlisle United (Away): Attacking Strength: 2.61; Defensive Strength: 0.67.
• xG : Home = 1.57; Away = 1.64.
• Poisson: 1: 37%, X: 23%, 2: 40%.
• HI: 6.44.
• Verdict (V3): -0.03 $\rightarrow$ X .
• Odds: 3.45. ⁷

Another draw prediction based on the almost identical defensive strengths (0.67 for both teams) and close attacking indicators. This is a match where small details will decide the outcome, but statistically a split of points is the most likely outcome. ¹

9. Sutton United vs Forest Green Rovers (3:00 PM)

Sutton are in crisis, while Forest Green maintain a solid 5th place with good discipline. ⁴

• Sutton (Home): Attacking power: 2.08; Defensive power: 0.64.
• Forest Green (Away): Attacking power: 2.39; Defensive power: 0.72.
• xG : Home = 1.40; Away = 1.52.
• Poisson: 1: 36%, X: 25%, 2: 39%.
• HI: 7.75.
• Verdict (V3): -0.03 $\rightarrow$ X .
• Odds: 3.86. ⁷

For the third time in a row this round, the algorithm identified a tie as the primary verdict. This reflects the even strength of the National League in January, when tough pitches often even out the chances of technical visitors and combative home teams. ¹

10. Truro City vs. Tamworth (3:00 p.m.)

Both teams are in the bottom half of the table and suffer from leaky defenses (45-46 goals conceded). ⁵

• Truro City (Home): Attacking Strength: 1.80; Defensive Strength: 0.74.
• Tamworth (Away): At. strength: 2.11; Protection strength: 0.59.
• xG : Home = 1.20; Away = 1.43.
• Poisson: 1: 31%, X: 25%, 2: 44%.
• HI: 6.07.
• Verdict (V3): -0.13 $\rightarrow$ X2 .
• Odds: 2.51. ⁷

Tamworth have a slight advantage in xG due to their slightly higher win rate (38% vs. 20% for Truro). The double chance here is supported by the visitors’ better offensive potency. ¹

11. Wealdstone vs Woking (3:00 PM)

Woking is known for its toughness, while Wealdstone are in mid-table with 32 points. ⁴

• Wealdstone (Home): Attacking power: 1.96; Defensive power: 0.66.
• Woking (Guest): At. strength: 2.08; Protection power: 0.93.
• xG : Home = 1.45; Away = 1.37.
• Poisson: 1: 39%, X: 26%, 2: 35%.
• HI: 8.07.
• Verdict (V3): 0.04 $\rightarrow$ X .
• Odds: 3.24. ⁷

Here we see a match in which Wealdstone’s home advantage is neutralized by Woking’s excellent defense (DS=0.93). A 1:1 result seems most likely according to the model. ¹

12. York City v Southend United (7:30pm) – SECOND PLATINUM SELECTION (Potential)

York City are the league’s top scorers (65 goals) and their striker Ollie Pearce is on a goalscoring run. ² Southend are solid in the top 7.

• York City (Home): Attacking power: $0.64 + 0.08 + 2.60 = $3.32; Defensive power: $1 / (0.64 – 0.08 + 1.08) = $0.61.
• Southend (Away): At. power: $0.52 + 0.26 + 1.52 = $2.30; Protection power: $1 / (0.52 – 0.26 + 0.78) = $0.96.
• xG : Home = $(3.32 + 0.96) / 2 = 2.14$; Away = $(2.30 + 0.61) / 2 = 1.46$.
• Poisson: 1: 54%, X: 21%, 2: 25%.
• Stability (K): 0.81.
• Equality index (L): $| |3.32 – 2.30| – |0.61 – 0.96| | = | 1.02 – 0.35 | = $0.67.
• Harmony Index: $(2 / 0.81) + (1 / (1 – 0.67)) = 2.47 + 3.03 = $5.50.
• Verdict (V3): 0.29 $\rightarrow$ 1 .
• Odds: 1.70. ⁷

Although the HI does not reach 100, York City has the highest xG in the round (2.14). The V3 value (0.29) is well above the threshold for a clean sweep. The leader in the standings is statistically the strongest bet for a home triumph. ¹

Summary statistics and comparative analysis of the 27th round

To better understand the dynamics of this round, it is necessary to compare the attacking and defensive strengths of all participating teams. This helps to identify systematic deviations and risk areas. ¹

Table 2: Comparison of AS (Attack Strength) and DS (Defense Strength) for Round 27

Meeting	AS Host	AS Guest	DS Host	DS Guest	xG (H)	xG (A)
Hartlepool – Altrincham	1.74	2.08	0.96	0.76	1.25	1.52
Brackley – Yeovil	1.54	1.85	0.96	0.86	1.20	1.40
Braintree v Boreham Wood	1.44	2.79	1.00	0.68	1.06	1.90
Eastleigh – Aldershot	1.88	2.43	0.78	0.58	1.23	1.61
Halifax – Boston	2.30	1.77	0.70	0.82	1.56	1.24
Gateshead – Rochdale	2.00	2.86	0.50	0.76	1.38	1.68
Morecambe – Scunthorpe	2.04	2.42	0.56	0.67	1.36	1.49
Solihull – Carlisle	2.46	2.61	0.67	0.67	1.57	1.64
Sutton – Forest Green	2.08	2.39	0.64	0.72	1.40	1.52
Truro – Tamworth	1.80	2.11	0.74	0.59	1.20	1.43
Wealdstone – Woking	1.96	2.08	0.66	0.93	1.45	1.37
York City – Southend	3.32	2.30	0.61	0.96	2.14	1.46

Table 2 shows that York City have the most destructive attack (3.32), while Boreham Wood are the only away team to break the 2.70 mark. These two teams are the pillars of stability in the 27th round. ⁴ It is interesting to note that Gateshead have the lowest defensive strength (0.50), which explains the high xG for their opponent Rochdale. ¹

Systemic insights and market anomalies

Applying the Kara model reveals several important trends for this round that may escape traditional analysts:

1. Convergence in the middle zone: A large number of matches show xG values in the range of 1.35-1.55. This means that the difference between a win and a draw is extremely thin. In matches such as Solihull-Carlisle and Sutton-Forest Green, the draw (X) market is mathematically justified, although bookmakers often artificially inflate the odds for this outcome. ¹
2. Woking’s defensive momentum: Woking have an unusually high DS (0.93) for a team in 11th place. This suggests they are masters at not losing games, even when they are not scoring much. The draw against Wealdstone is a direct result of this “concrete” defense. ⁵
3. The Ollie Pearce Effect: York City are not just a team in good form; they are an offensive phenomenon by National League standards. Their AS of 3.32 is statistically closer to the figures of a team from the top divisions (such as Manchester City in their prime), making any bet against them extremely dangerous. ²

Psychological and external factors: The January transfer window and weather conditions

The mathematical model operates in a “sterile ” digital environment, but a professional report must also account for external variables that affect the data. ²

• Transfer Pressure: January is a time when National League stars are often bought by League One and League Two clubs. If York City or Boreham Wood lose a key player the week before January 17, their AS could drop sharply, despite historical data.
• The pitches: Most National League stadiums (such as Truro City Stadium or Braintree’s Cressing Road) do not have pitch heating. ² In severe winter conditions, the technical advantage of teams like Rochdale or York can be negated, increasing the likelihood of draws – just as the algorithm predicts for many matches. ¹
• Managerial changes: Several teams made changes in late 2025 (Wealdstone, Gateshead, Hartlepool). ² New managers (such as Simon Grayson at Hartlepool) tend to start by tightening up the defence, which explains the high number of draws in the bottom half predictions. ¹

Final table: Summary of predictions for the 27th round

This table represents the final product of the Kara protocol. It contains all the data needed to make an informed decision, including the predicted goals, the V3 verdict and the match category. ¹

Meeting	Predicted goals (H:A)	Predicted outcome	Verdict (V3)	Match category	Odds (Forecast)
Hartlepool – Altrincham	1.25 : 1.52	X2	-0.16	Risky	2.75
Brackley – Yeovil	1.20 : 1.40	X2	-0.13	Moderate	2.75
Braintree v Boreham Wood	1.06 : 1.90	2	-0.41	Platinum Selection	1.58
Eastleigh – Aldershot	1.23 : 1.61	2	-0.19	Risky	2.87
Halifax – Boston	1.56 : 1.24	1	0.18	High Confidence	2.00
Gateshead – Rochdale	1.38 : 1.68	X2	-0.14	Moderate	1.43
Morecambe – Scunthorpe	1.36 : 1.49	X	-0.04	Speculative	3.80
Solihull – Carlisle	1.57 : 1.64	X	-0.03	Speculative	3.60
Sutton – Forest Green	1.40 : 1.52	X	-0.03	Speculative	4.10
Truro – Tamworth	1.20 : 1.43	X2	-0.13	Moderate	2.87
Wealdstone – Woking	1.45 : 1.37	X	0.04	Speculative	3.30
York City – Southend	2.14 : 1.46	1	0.29	High Confidence	1.70

Conclusion and analytical conclusions for the 27th round

The analysis of the 27th round of the National League for the 2025-2026 season, conducted using Carra’s rigorous mathematical protocol, reveals an environment of high parity and specific “islands” of predictability. The main conclusion is the dominance of Boreham Wood and York City as the statistically most reliable teams at this stage of the championship. ⁴

Braintree – Boreham Wood match is classified as a “Platinum Selection ” with a Harmony Index above 100, which is an extremely rare event and shows complete synchronization of the attacking and defensive vectors in favor of the visitors. ¹ At the same time, the large number of predicted draws (X) highlights the fact that the league has entered a period of high defensive resilience and fatigue, which makes bets on “X” with high odds (over 3.50) mathematically profitable in the long term. ¹

York City remain the gold standard for attacking football, with their match against Southend a test of whether sheer mathematical prowess can overcome the tactical discipline of one of the league’s best-organised teams. ² For professional analysts, this 27th round offers a mix of safe anchors and speculative opportunities for high returns, as long as the discipline of the model is maintained and emotions are not allowed to dictate decisions. Kara reminds us: mathematics is the best guardian of your success