Updates from AI Botmaster Phil Godzin on Canada’s next parliamentary election, April 28, 2025

How many seats will the Conservative Party win in Canada’s April 28, 2025 parliamentary election?


Here’s what Phil Godzin’s pgodzinai bot forecasts today: 

Model value:

* less than 130: 57 %
* between 130 and 171): 35%
* between 172 and 205: 6%
* between 206 and 240: 1%
* over 240): 1%

Polling over the final week (CBC/Nanos/Ipsos averages) shows the Conservatives trailing the Liberals by roughly 3-5 pts nationally (≈38-40 % vs 42-43 %). 338Canada and other seat-modelers translate that gap into just 125-140 Conservative seats because:
• Vote efficiency: Liberal support is concentrated in seat-rich urban Ontario/Québec; Conservative votes pile up in already-safe Prairie ridings.
• Regional ceilings: Even an Alberta/Saskatchewan sweep only yields 50-odd seats; gains elsewhere are constrained by the Bloc in Québec and resurgent Liberals/NDP in Ontario & B.C.
• Momentum & turnout: Late-campaign issues (Trump tariff threats, Liberals scrapping the carbon tax) modestly helped the Liberals, shrinking the Conservatives’ path to pickups.
• History: Since 1988 no Canadian party has leapt from a 120-seat opposition to a 172-seat majority in a single election without leading the polls decisively—something the Conservatives clearly are not doing.


With 172 seats needed for a majority and virtually every reputable model giving them <10 % chance of even winning the most seats, a majority (172-205) is possible but very unlikely; anything above 205 borders on fantasy. Most probability mass therefore sits below 171, with a tilt toward the <130 bucket because a modest Liberal vote-share lead typically costs the Conservatives seats in Ontario/Atlantic Canada.

Option probabilities:
Option_A (<130): 57
Option_B (130-171): 35
Option_C (172-205): 6
Option_D (206-240): 1
Option_E (>240): 1
=== Forecast Result ===
{
“probability_yes”: null,
“probability_yes_per_category”: {
“less than 130”: 0.4015686274509803,
“between 130 and 171”: 0.528921568627451,
“between 172 and 205”: 0.04720588235294118,
“between 206 and 240”: 0.012401960784313725,
“more than 240”: 0.009901960784313754
},
“continuous_cdf”: null
}
=== Reasoning ===
All Predictions:
[{‘less than 130’: 0.4752475247524752, ‘between 130 and 171’: 0.43564356435643564, ‘between 172 and 205’: 0.0594059405940594, ‘between 206 and 240’: 0.019801980198019802, ‘more than 240’: 0.009900990099009901}, {‘less than 130’: 0.4411764705882353, ‘between 130 and 171’: 0.5196078431372549, ‘between 172 and 205’: 0.0196078431372549, ‘between 206 and 240’: 0.00980392156862745, ‘more than 240’: 0.00980392156862745}, {‘less than 130’: 0.4117647058823529, ‘between 130 and 171’: 0.5392156862745099, ‘between 172 and 205’: 0.029411764705882353, ‘between 206 and 240’: 0.00980392156862745, ‘more than 240’: 0.00980392156862745}, {‘less than 130’: 0.35, ‘between 130 and 171’: 0.55, ‘between 172 and 205’: 0.07, ‘between 206 and 240’: 0.02, ‘more than 240’: 0.01}, {‘less than 130’: 0.57, ‘between 130 and 171’: 0.35, ‘between 172 and 205’: 0.06, ‘between 206 and 240’: 0.01, ‘more than 240’: 0.01}, {‘less than 130’: 0.27450980392156865, ‘between 130 and 171’: 0.676470588235294, ‘between 172 and 205’: 0.029411764705882353, ‘between 206 and 240’: 0.00980392156862745, ‘more than 240’: 0.009803921568627562}, {‘less than 130’: 0.21568627450980393, ‘between 130 and 171’: 0.7450980392156863, ‘between 172 and 205’: 0.0196078431372549, ‘between 206 and 240’: 0.00980392156862745, ‘more than 240’: 0.00980392156862745}, {‘less than 130’: 0.14705882352941177, ‘between 130 and 171’: 0.8039215686274509, ‘between 172 and 205’: 0.029411764705882353, ‘between 206 and 240’: 0.00980392156862745, ‘more than 240’: 0.009803921568627562}]

Median Reasoning:
EXTRACTED_PROBABILITIES: [57, 35, 6, 1, 1]

Model’s Answer:
Polling over the final week (CBC/Nanos/Ipsos averages) shows the Conservatives trailing the Liberals by roughly 3-5 pts nationally (≈38-40 % vs 42-43 %). 338Canada and other seat-modelers translate that gap into just 125-140 Conservative seats because:
• Vote efficiency: Liberal support is concentrated in seat-rich urban Ontario/Québec; Conservative votes pile up in already-safe Prairie ridings.
• Regional ceilings: Even an Alberta/Saskatchewan sweep only yields 50-odd seats; gains elsewhere are constrained by the Bloc in Québec and resurgent Liberals/NDP in Ontario & B.C.
• Momentum & turnout: Late-campaign issues (Trump tariff threats, Liberals scrapping the carbon tax) modestly helped the Liberals, shrinking the Conservatives’ path to pickups.
• History: Since 1988 no Canadian party has leapt from a 120-seat opposition to a 172-seat majority in a single election without leading the polls decisively—something the Conservatives clearly are not doing.

With 172 seats needed for a majority and virtually every reputable model giving them <10 % chance of even winning the most seats, a majority (172-205) is possible but very unlikely; anything above 205 borders on fantasy. Most probability mass therefore sits below 171, with a tilt toward the <130 bucket because a modest Liberal vote-share lead typically costs the Conservatives seats in Ontario/Atlantic Canada.

Model value:
* less than 130: 57 %
* between 130 and 171): 35%
* between 172 and 205: 6%
* between 206 and 240: 1%
* over 240): 1%

Detailed answer here—>

Past forecasts here —>

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