Dynamo Dresden 3-1 Karlsruher SC – Result & Analysis
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Poisson model projects a closely fought contest — draw probability sits at 37% as Dynamo Dresden take on Karlsruher SC.
✍️ Match Preview
Pre-Match Analysis
Dynamo Dresden and Karlsruher SC meet at Rudolf-Harbig-Stadion in 2. Bundesliga, Regular Season - 16. This fixture gets under way on Sunday 5 December 2021 at 12:30 UTC.
Current Form
Dynamo Dresden's overall 2. Bundesliga record this term: 2W 0D 8L from 10 games (0.60 PPG). Last five: L L L W L. They are averaging 0.70 goals per game and conceding 1.60 — a modest attacking output that tempers optimism on the Over 2.5 market. 2 clean sheets from 10 outings provides some defensive foundation. Both teams have scored in just 30% of their matches, indicating a tendency toward clean sheets or low-scoring outcomes. This season is still relatively young for Dynamo Dresden, so this record blends games from this season and last.
Dynamo Dresden's home record at Rudolf-Harbig-Stadion: 4W 0D 3L from 7 2. Bundesliga appearances (1.71 PPG). At home they are averaging 1.29 goals scored and 0.71 conceded per game. 4 clean sheets from 7 home games (57%) — they are an exceptionally hard side to score against at Rudolf-Harbig-Stadion. Their home PPG of 1.71 is noticeably stronger than their overall 0.60 — Dynamo Dresden are significantly better at Rudolf-Harbig-Stadion than their overall form suggests.
Karlsruher SC have collected 1.30 PPG across 10 2. Bundesliga outings this season: 3W 4D 3L. Last five: L L D D W. They are scoring at 1.80 per game and conceding 1.80. 1 clean sheet from 10 outings suggests some defensive organisation. Both teams have scored in 90% of their matches this season — one of the stronger BTTS rates in the division, making Yes a well-evidenced play. This season is still relatively young for Karlsruher SC, so this record blends games from this season and last.
When travelling in 2. Bundesliga this season, Karlsruher SC have posted 2W 3D 2L from 7 away outings — 1.29 PPG. Away from home they average 1.43 goals scored and 1.43 conceded per game. Both teams have scored in 86% of their away matches — a high BTTS rate on the road that directly informs this fixture.
Karlsruher SC arrive in superior form — a 0.70 PPG advantage (1.30 vs 0.60) that offsets much of the home-ground benefit. The away side are the form pick, with draw protection the sensible way to manage the home-field uncertainty.
Trading Data
Dynamo Dresden goal-timing and half-time pattern breakdown (15 games, 7 at home): they score before half-time in 71% of fixtures in home games; BTTS occurs in 0% of their matches (home games); Over 2.5 goals lands in 43% of games (home games); they fail to score in 40% of games.
Karlsruher SC goal-timing and half-time pattern breakdown (15 games, 7 at away): they score before half-time in 71% of fixtures in away games; when goalless at HT, a second-half goal follows 50% of the time; two or more arrive in the second half on 50% of those occasions; BTTS occurs in 86% of their matches (away games); Over 2.5 goals lands in 71% of games (away games); Over 3.5 in 47%.
BTTS rates are mixed from the trading data — Dynamo Dresden 33% versus Karlsruher SC 73%; no strong lean in either direction. Over 2.5 goals is well-supported by both sides' in-play profiles (Dynamo Dresden 60% | Karlsruher SC 73%).
Poisson Model
The Poisson distribution model projects Dynamo Dresden 1.19 xG and Karlsruher SC 0.96 xG. These expected goals figures are the primary input: they feed a goal-probability matrix across all scoreline combinations to derive the result and market probabilities below. Underlying strength ratings: Dynamo Dresden attack 0.786 / defence 0.900 | Karlsruher SC attack 0.812 / defence 1.217. League average goals — home 1.239 / away 1.309. Dynamo Dresden's attack strength of 0.786 is below the league average — the 1.19 xG projection reflects a team that scores at a discount to the division norm. Karlsruher SC bring a strong defensive rating of 1.217 — this is suppressing Dynamo Dresden's projected output below what their attack strength alone would suggest. Data: 15 Dynamo Dresden games / 15 Karlsruher SC games used (CurrentSeason).
Result probabilities: Dynamo Dresden 37% | Draw 37% | Karlsruher SC 26%. Fair-value odds: Dynamo Dresden 2.70 | Draw 2.70 | Karlsruher SC 3.85. The draw (37%) is the Poisson-preferred outcome — neither side is more likely to win than to draw, making draw-inclusive markets the most model-aligned approach.
Goals markets: Over 2.5 probability 36% | BTTS probability 47% | Total xG 2.14. Under 2.5 has a narrow probability edge at 64% — total xG of 2.14 is below the line but not decisively so. BTTS probability of 47% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Verdict
The Poisson model's preferred outcome is the draw at 37% — neither side is more likely to win than to draw. Draw-inclusive markets are the most model-aligned approach. Home win at 37% and away win at 26% are close enough that backing either outright carries significant draw exposure.
Poisson projects 2.14 total expected goals, pointing to Under 2.5 at 36% probability — Poisson-only — limited corroboration conviction.
On the BTTS market, Poisson puts 47% on No. Form rates corroborate: Dynamo Dresden 0% | Karlsruher SC 86% BTTS from recent games.
🔮 Your Prediction
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💡 Key Insights
🏟️ Match Context
• Fixture: Dynamo Dresden vs Karlsruher SC | Competition: 2. Bundesliga, Regular Season - 16 | Venue: Rudolf-Harbig-Stadion • Kick-off: Sunday 5 Dec 2021, 12:30 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Dynamo Dresden 37% | Draw 37% | Karlsruher SC 26% • Poisson goal markets: Over 2.5 36% | BTTS 47% | xG Dynamo Dresden 1.19 / Karlsruher SC 0.96 • Poisson strength factors: Dynamo Dresden attack 0.786 / def 0.900 | Karlsruher SC attack 0.812 / def 1.217 | league avg home 1.239 / away 1.309 • Poisson stance: Draw (37%) — low confidence — close contest
🧮 Prediction Model
1.19
Dynamo Dresden xG
Expected Goals
0.96
Karlsruher SC xG
47%
BTTS
67%
Over 1.5
36%
Over 2.5
17%
Over 3.5
Full score-by-score matrix & model internals in the "Full Poisson Detail" section below ↓
⚠️ This analysis is generated algorithmically from statistical data and is intended for informational purposes only. It does not constitute betting advice. Please gamble responsibly.
❓ Frequently Asked Questions
What time does Dynamo Dresden vs Karlsruher SC kick off?
Dynamo Dresden vs Karlsruher SC kicked off at 12:30 on Sunday 5 December 2021 at Rudolf-Harbig-Stadion.
What was the final score in Dynamo Dresden vs Karlsruher SC?
Dynamo Dresden 3 - 1 Karlsruher SC.
Where is Dynamo Dresden vs Karlsruher SC being played?
The match is being played at Rudolf-Harbig-Stadion.
What competition is Dynamo Dresden vs Karlsruher SC part of?
Dynamo Dresden vs Karlsruher SC is a Regular Season - 16 fixture in the 2. Bundesliga (Germany).
Who is favourite to win Dynamo Dresden vs Karlsruher SC?
Our statistical model gives Dynamo Dresden a 37% chance of winning, Karlsruher SC a 26% chance, and a 37% chance of a draw, making this a very evenly-matched fixture.
Will both teams score in Dynamo Dresden vs Karlsruher SC?
Our model estimates a 47% probability that both Dynamo Dresden and Karlsruher SC will score (BTTS).
Will Dynamo Dresden vs Karlsruher SC have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 36%.
What is the head-to-head record between Dynamo Dresden and Karlsruher SC?
No recorded head-to-head meetings available in the dataset.
What form are Dynamo Dresden and Karlsruher SC in?
Dynamo Dresden (all comps): 2W-0D-8L in 10 | 0.60 PPG | GF 0.70 / GA 1.60 | L5 L-L-L-W-L. Karlsruher SC (all comps): 3W-4D-3L in 10 | 1.30 PPG | GF 1.80 / GA 1.80 | L5 L-L-D-D-W.
🧮 Model Insight
Where the Numbers Come From
Dynamo Dresden's attacking strength (0.79x league average) is weighed against Karlsruher SC's defensive record (1.22x) to produce a home expected-goals figure of 1.19. Flip it around — Karlsruher SC's attack (0.81x) against Dynamo Dresden's defence (0.90x) — and the away total comes out at 0.96.
These ratings are built from 15/15 games of current-season data — a full enough sample to trust.
Most Likely Scorelines
The model's single most probable exact score is 1-1, at 15.0%. Close behind: 0-0 (13.5%), 1-0 (12.2%). Those top three scorelines alone account for 41% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Draw
37%
2.69
37%
2.68
26%
3.92
Top 3 Most Likely Scorelines
1 – 0
13.9%
Home win
Most likely
1 – 1
13.3%
Draw
0 – 0
11.7%
Draw
Expected Goals & Win Odds
1.19
Dynamo Dresden xG
Total xG
2.14
0.96
Karlsruher SC xG
2.69
37%
Home win
2.68
37%
Draw
3.92
26%
Away win
Goals Markets
63%
Over 1.5
1.59
37%
Under 1.5
2.70
36%
Over 2.5
2.78
64%
Under 2.5
1.56
17%
Over 3.5
5.88
83%
Under 3.5
1.20
7%
Over 4.5
14.29
93%
Under 4.5
1.08
Match Markets
Both Teams to Score
47%
BTTS Yes
2.14
53%
BTTS No
1.88
Clean Sheet
38%
2.60
31%
3.27
Win to Nil
14%
7.01
8%
12.81
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 11.7 | 11.2 | 5.4 | 1.7 | 0.4 | 0.1 |
| 1 | 13.9 | 13.3 | 6.4 | 2.0 | 0.5 | 0.1 |
| 2 | 8.2 | 7.9 | 3.8 | 1.2 | 0.3 | 0.1 |
| 3 | 3.3 | 3.1 | 1.5 | 0.5 | 0.1 | – |
| 4 | 1.0 | 0.9 | 0.4 | 0.1 | – | – |
| 5 | 0.2 | 0.2 | 0.1 | – | – | – |
Green = home win · Grey = draw · Amber = away win · Outlined cell = most likely score
▶ Model Internals
❓ Frequently Asked Questions
What is the most likely scoreline for Dynamo Dresden vs Karlsruher SC?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 15.0%.
How many goals are Dynamo Dresden and Karlsruher SC expected to score?
The model projects 1.19 expected goals for Dynamo Dresden and 0.96 for Karlsruher SC, a combined total of 2.14.
How confident is the prediction model for Dynamo Dresden vs Karlsruher SC?
Not very — the model's leading outcome sits at just 37%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Recent Form Overview
Dynamo Dresden come into this having played 15 games, going 5W 1D 9L for 1.07 points per game. Their last five reads L-L-L-W-L. The sample for Dynamo Dresden is still a mix of this season and last, given how young the current campaign is.
On the other side, Karlsruher SC sit at 1.40 PPG from 15 outings (5W 6D 4L), a run that reads L-L-D-D-W across their last five. The sample for Karlsruher SC is still a mix of this season and last, given how young the current campaign is.
There isn't much between them on recent form — 1.07 PPG for Dynamo Dresden against 1.40 for Karlsruher SC. Neither side arrives with a clear form advantage.
How They Fare by Venue
Dynamo Dresden's home form reads 4W 0D 3L across 7 games on their own ground, a 1.71 PPG return. That's noticeably better than their 1.07 PPG overall — Dynamo Dresden are a different proposition at home than their general record suggests.
Away from home, Karlsruher SC have taken 1.29 points per game from 7 outings (2W 3D 2L).
Comparing the two in their relevant venue splits, Dynamo Dresden come out ahead — a more targeted read than the overall PPG figures above, since it strips out games played in the opposite context.
Attack vs Defence
Dynamo Dresden are averaging 1.07 goals scored and 1.40 conceded per game recently; Karlsruher SC are on 1.67 scored and 1.40 conceded.
On BTTS specifically: Karlsruher SC in 73%.
Last 15 Results — 2. Bundesliga
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Dynamo Dresden
Blended
Karlsruher SC
Blended
❓ Frequently Asked Questions
What form are Dynamo Dresden and Karlsruher SC in coming into this match?
Dynamo Dresden have gone 5W 1D 9L in their last 15 games (1.07 PPG), while Karlsruher SC have gone 5W 6D 4L in their last 15 (1.40 PPG).
Which team has the better venue record — Dynamo Dresden at home or Karlsruher SC away?
Dynamo Dresden's home record (1.71 PPG) is the stronger of the two venue-specific splits — Dynamo Dresden at home: 1.71 PPG; Karlsruher SC away: 1.29 PPG.
⚔️ Rivalry Insight
The Rivalry So Far
These sides have met 4 times that we have on record, stretching back to December 2021 — a rivalry that has played out across roughly 4 years. Every recorded meeting has come in 2. Bundesliga. They last met on 8 March 2026, roughly 4 months ago.
Notable Numbers
The last 3 meetings have all been drawn — an unusually settled recent run for this fixture.
Specifically as hosts in this fixture, Dynamo Dresden have gone 1W 1D 0L from 2 meetings on their own ground against Karlsruher SC — worth weighing alongside the overall series record.
Last 4 Meetings
1
Dynamo Dresden
3
Draws
0
Karlsruher SC
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Dynamo Dresden and Karlsruher SC?
From 4 meetings on record, Dynamo Dresden have won 1, Karlsruher SC have won 0, and 3 have been drawn.
When did Dynamo Dresden and Karlsruher SC last play each other?
They last met on 8 March 2026, when Karlsruher SC 3-3 Dynamo Dresden.
Who has won more matches between Dynamo Dresden and Karlsruher SC?
Dynamo Dresden have the better head-to-head record, with 1 wins from 4 meetings.
📈 Trading Insight
Early Goal Trends
Dynamo Dresden are typically involved in an early goal — the half-time board shows at least one in 71% of their matches. They've gone in front at half-time 43% of the time.
Karlsruher SC are typically involved in an early goal — the half-time board shows at least one in 71% of their matches. They've gone in front at half-time 29% of the time.
Full-Time Markets
BTTS sits in mixed territory for this pairing — Dynamo Dresden 0%, Karlsruher SC 86% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 43% (Dynamo Dresden) and 71% (Karlsruher SC). Stepping up a level, Over 3.5 has also landed reasonably often — 0% and 43% respectively — worth a look for goal-hungry markets.
On the defensive side: Dynamo Dresden keep a clean sheet in 57% of their matches; Dynamo Dresden have failed to score in 43% of games.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Dynamo Dresden home games / Karlsruher SC away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Dynamo Dresden play Karlsruher SC?
Not especially — both teams scoring has occurred in only 0% of Dynamo Dresden's recent matches and 86% of Karlsruher SC's, a rate that leans toward BTTS No.
Is Dynamo Dresden vs Karlsruher SC usually a high-scoring fixture?
Recent trends suggest it could be — Over 2.5 goals has landed in 43% of Dynamo Dresden's matches and 71% of Karlsruher SC's.
Do Dynamo Dresden and Karlsruher SC tend to score early?
Dynamo Dresden have had a goal before half-time in 71% of their recent matches, Karlsruher SC in 71% — a useful reference point for first-half goal markets.
Dynamo Dresden cruise to a comfortable 3-1 victory over Karlsruher SC.
📝 Match Report
How It Unfolded
Dynamo Dresden beat Karlsruher SC 3-1 at Rudolf-Harbig-Stadion, Regular Season - 16, in the 2. Bundesliga. The remainder of the report sets that outcome against the pre-match model, the markets and the teams' data profiles.
The Model vs The Result
The Poisson model went into this projecting Dynamo Dresden 1.19 xG and Karlsruher SC 0.96 xG, a combined 2.14. The scoreboard read 3-1 for 4 actual goals. Dynamo Dresden beat their projection by 1.8 — clinical relative to the chances the model priced in. Those figures were built on strength ratings of Dynamo Dresden attack 0.79 / defence 0.90 against Karlsruher SC attack 0.81 / defence 1.22, drawn from 15/15 games (CurrentSeason).
On the result, the model split it Dynamo Dresden 37% | Draw 37% | Karlsruher SC 26%, with Dynamo Dresden to win its most likely call at 37%. The result followed the model's preferred path, landing its top-rated outcome.
Goals & Markets
The model rated Over 2.5 goals at 36%. The game delivered 4, so it went over — against the model's lean. Over 1.5 had been 67% and landed. Over 3.5 was 17% and came in. On both teams to score, the model sat at 47% and the match saw both sides score — a miss on BTTS. Historically the two sides average 67% Over 2.5 across their same-competition games (Dynamo Dresden 60%, Karlsruher SC 73%), a base rate that agreed with today's over. Their combined BTTS history runs at 53%, which matched the both-scored outcome.
Trading Patterns vs Reality
Dynamo Dresden's trading profile (15 games, 7 home) set some clear expectations: BTTS lands in 33% of their matches — today it did.
Karlsruher SC's trading profile (15 games, 7 away) set some clear expectations: BTTS lands in 73% of their matches — today it did.
Form vs Result
The form lines were close — Dynamo Dresden 1.07 PPG, Karlsruher SC 1.40 PPG — offering no strong steer, and the Dynamo Dresden win broke the near-deadlock. Dynamo Dresden (home/away splits) scored 3 against a 1.29 average — above their attacking norm. Karlsruher SC (home/away splits) shipped 3 against a 1.43 concession average — a leakier day than usual.
Verdict
Grading the result against the stored data, 1 of 3 pre-match signals came in: result (hit), Over 2.5 (miss), BTTS (miss). This one broke away from the data — most of the pre-match signals were overturned by how the ninety minutes actually played out.
💡 Key Insights
⚠️ This match report is generated algorithmically from the final score, our prediction model, and each team's historical form and trading data. Analysis is for informational purposes only.