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Mortgage Rate Prediction Track Record: How Accurate Are Forecasts?

Updated

Every year, banks, economists, and financial media publish mortgage rate forecasts. And every year, many of those forecasts turn out to be significantly wrong. Understanding the track record of rate predictions can save you from making expensive mortgage decisions based on overconfident forecasts.

The core problem with rate forecasts

Rate forecasts are economic projections — not predictions of the future. They’re based on models that assume certain conditions continue and that no major surprises occur. The problem: surprises happen constantly.

Why Forecasts FailExample
Unpredictable shocksCOVID-19 pandemic (2020), Russia-Ukraine war (2022)
Policy surprisesBoC’s emergency rate cuts, sudden tariff announcements
Market regime changesZero interest rates for a decade, then fastest hikes in 40 years
Consensus herdingForecasters cluster around similar views, missing turning points together
Anchoring to current conditionsWhen rates are low, forecasts stay low; when rates are high, forecasts stay high

How rate forecasters have performed

2019: “Rates will stay stable or rise modestly”

Forecaster Consensus (Late 2019)What Actually Happened (2020)
BoC rate: stable at 1.75% or one modest hikeBoC cut to 0.25% in March 2020 (emergency COVID response)
Fixed rates: 2.5%–3.5% rangeFixed rates dropped to 1.5%–2.0%
Variable rates: prime − 0.5% to prime + 0%Variable rates dropped to ~1.5%

Accuracy: Off by a wide margin. No major forecaster predicted the pandemic or the emergency rate cuts.

2021: “Rates will stay low for years”

Forecaster Consensus (Early 2021)What Actually Happened (2022–2023)
BoC rate: 0.25% through 2022, maybe one hike in 2023BoC hiked from 0.25% to 5.00% in 16 months
Fixed rates: 2.0%–2.5% for the foreseeable futureFixed rates surged above 6%
Variable rates: prime − 1% to prime − 0.5%Variable rates exceeded 6.5%
Inflation: temporary, will return to 2% by mid-2022Inflation hit 8.1% in June 2022

Accuracy: Catastrophically wrong. This was the most significant forecasting failure in decades. The consensus badly underestimated inflation persistence and the resulting rate hiking cycle. Borrowers who locked in ultra-low variable rates based on “rates will stay low” suffered significant payment shock.

2023: “Rates have peaked, cuts coming soon”

Forecaster Consensus (Late 2023)What Actually Happened (2024)
BoC cuts to start by Q1–Q2 2024First cut came in June 2024 (later than many expected)
Fixed rates to fall to 4.0%–4.5% by end 2024Fixed rates declined to ~4.2%–4.8% (roughly in line)
BoC rate at 3.5%–4.0% by end 2024BoC rate ended 2024 at 3.25% (more cuts than some expected)

Accuracy: Direction correct, timing partially off. Forecasters correctly identified that rates had peaked — but the timing and pace of cuts varied from expectations.

2025: “Continued rate cuts, normalization”

Forecaster Consensus (Early 2025)What Actually Happened
BoC rate: 2.25%–2.75% by end 2025Trade uncertainty complicated the path — cuts were slower than expected
Fixed rates: 3.5%–4.5%Bond yield volatility kept fixed rates elevated
Smooth normalizationTariff shocks created new uncertainty

Accuracy: Direction approximately correct, magnitude affected by unforeseen trade policy. Another example of forecasters correctly identifying the trend but being unable to account for external shocks.

Bank forecast track record comparison

How the Big Five have performed

BankTendencyStrengthWeakness
RBC EconomicsModerate, anchoredGood at identifying medium-term trendsCan be slow to acknowledge turning points
TD EconomicsOften more bearish (cautious)Better at flagging downside risksSometimes too cautious on upside
BMO EconomicsPragmatic, data-focusedUpdates views quickly when data changesLess bold in making strong calls
Scotiabank EconomicsOften contrarianWilling to deviate from consensusContrarian calls don’t always pay off
CIBC EconomicsModerateStrong on macro analysisForecasts can be vague on timing

The aggregate pattern: Bank economists tend to forecast in a narrow band around the consensus view. They’re rarely wildly wrong individually but frequently miss major turning points collectively.

Market-based forecasts vs economist forecasts

Interest rate swap markets and overnight index swaps (OIS) provide market-based forecasts of where rates will go. How do they compare to economist forecasts?

Market-based forecasts

AdvantageLimitation
Real money at stake — traders bet with capitalStill can’t predict shocks
Updated continuously — reflects new information instantlyShort-term accuracy higher than long-term
Consensus of thousands — aggregates diverse viewsCan be distorted by positioning and liquidity
No institutional bias — not affiliated with a single bankRisk premiums embedded in prices can mislead

Head-to-head comparison

MetricMarket-Based (OIS/Swaps)Bank Economists
1–3 month accuracyGoodGood (both capture near-term trends)
6–12 month accuracyModerate — better than economists on averageModerate — often anchored to current conditions
12+ month accuracyPoor — uncertainty too highPoor — same fundamental limitation
At turning pointsSlightly better — adjusts fasterWorse — slower to abandon consensus

What this means for your mortgage decisions

Stop making binary bets

The most common mistake: choosing fixed or variable based entirely on a rate forecast.

ApproachProblem
“Experts say rates will drop, so I’m going variable”Experts have been spectacularly wrong before
“I think rates will rise, so I’m locking in fixed”You might lock in at the peak
“I’ll wait for rates to drop before buying”Rates may not drop, or home prices may rise faster

Better decision-making framework

Instead of relying on forecasts, base your mortgage decision on factors you can control:

Decision FactorHow to EvaluateMore Important Than Forecast?
Cash flow bufferCan you absorb a 2% rate increase?Yes — stress test yourself
Risk toleranceDoes rate uncertainty keep you awake?Yes — peace of mind has value
Term flexibilityHow likely is a move, refinance, or penalty?Yes — early breakage costs matter
Fixed vs variable spreadIs the variable discount attractive today?Yes — current pricing matters more than future predictions
Time horizonHow long will you hold this mortgage?Yes — short-term bets are riskier

Scenario planning beats point forecasts

Instead of relying on one forecast, plan for multiple scenarios:

ScenarioBoC RateFixed RateVariable RateYour Action
Rates fall significantly1.5%–2.5%3.0%–4.0%3.0%–4.0%Variable wins — lower total cost
Rates fall moderately2.5%–3.5%3.5%–4.5%3.5%–4.5%Variable likely wins — modest advantage
Rates stay flat3.0%–3.5%4.0%–5.0%4.0%–5.0%Close to a toss-up — depends on spread
Rates rise4.0%–5.0%5.0%–6.0%5.5%–6.5%Fixed wins — locked-in protection
Stagflation / shock5.0%+6.0%+7.0%+Fixed wins significantly

Ask yourself: “Which scenario can I NOT afford?” — and structure your mortgage to survive that scenario.

How to read rate forecasts critically

Red flags in rate predictions

Red FlagWhy It’s a Problem
Single point estimate (“rates will be 3.25% next year”)False precision — all forecasts should have a range
High confidence (“we’re certain rates will fall”)Certainty about economic outcomes is a sign of overconfidence
No discussion of risksEvery forecast should acknowledge what could go wrong
Anchored to recent past“Rates were X last year, so they’ll be X ± a bit” — misses structural changes
Forecast disguised as advice“You should go variable because rates will fall” — conflates prediction with prescription

Questions to ask about any forecast

  1. What assumptions is this based on? (GDP growth, inflation path, BoC policy)
  2. What could make this wrong? (trade shocks, inflation surprises, global events)
  3. What is the range of outcomes? (a single number is useless without a range)
  4. How has this forecaster performed historically? (check their track record)
  5. Does this align with market pricing? (if the forecast differs from bond market pricing, who’s more likely right?)

Historical accuracy summary

Forecast PeriodConsensus DirectionCorrect?Magnitude Correct?Timing Correct?
2019 → 2020Stable or modest riseNo — rates collapsedNo — emergency cutsNo
2021 → 2022Rates low for yearsNo — rates surgedNo — dramatically wrongNo
2023 → 2024Rates have peaked, cuts aheadYesApproximatelyPartially (timing off by months)
2025 → 2026Continued normalizationPartiallyMixed — trade disruptions altered the pathPartially

The pattern: forecasters get the general direction right about 50–60% of the time but consistently miss magnitude and timing. Their accuracy improves only for short horizons (1–3 months) where the current trajectory is already clear.

The bottom line

  1. Rate forecasts are unreliable — especially beyond 6 months
  2. Bank economists cluster around consensus — and miss turning points together
  3. Market-based forecasts are slightly better — but still fail at major transitions
  4. Don’t make binary bets — plan for a range of outcomes, not a single forecast
  5. Focus on what you can control — cash flow, risk tolerance, and mortgage structure matter more than any prediction
  6. Stress test yourself — if you can’t handle the worst realistic scenario, restructure

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