U.S. Immigration Data

Priority dates, work visas, and labor market data

Analysis April 04, 2026

Visa Bulletin Analysis: March 2026

The Department of State has released the March 2026 Visa Bulletin. Below is our analysis of the significant movements and how they compare to our predictions.


1. Prediction vs Reality

Where our model diverged from the actual bulletin (threshold: >14 days).

How to read these. These compare our next-month call against the actual bulletin. Final-action dates move in lumpy jumps — most months they don't move at all — so a "no movement next month" call is usually correct, and that's where many of these land. The harder, more useful test is the multi-month trajectory: on a 2016–2026 walk-forward backtest the model beats the naive "assume no change" baseline at the 6-month horizon and calls the direction of movement far more often than that baseline. We only score ourselves on the series we publicly predict (EB-1/2/3 China, India, and Rest of World); policy-driven categories (EB-4/EB-5) are excluded because we don't forecast them. Full methodology and the head-to-head backtest: How our prediction model works.
Confidence interval coverage: 19 of 40 predictions (47.5%) fell within our confidence intervals. Average CI width: 187.5 days.
EB-2 ROW (Final Action) Underestimated advance
Previous Cutoff 01 Apr 2024
We Predicted 01 Apr 2024
+0d
Actual Result 15 Oct 2024
+197d
Miss +197d
EB-3 ROW (Final Action) Underestimated advance
Previous Cutoff 01 Jun 2023
We Predicted 01 Jun 2023
+0d
Actual Result 01 Oct 2023
+122d
Miss +122d
EB-2 India (Final Action) Underestimated advance
Previous Cutoff 15 Jul 2013
We Predicted 15 Jul 2013
+0d
Actual Result 15 Sep 2013
+62d
Miss +62d
Model Breakdown
Expert Weight Predicted vs Baseline vs Actual
gbm 0% 13 Jul 2013 -2d -64d
Queue Simulation 0% 01 Jul 2013 -14d -76d
Fiscal Year Cycle 0% 15 Jul 2013 +0d -62d
3-Month Momentum 0% 19 Aug 2013 +35d -27d
No-Change Baseline 0% 15 Jul 2013 +0d -62d
cross_series 0% 07 Aug 2013 +23d -39d
Supply-Adjusted 0% 05 Aug 2013 +21d -41d
Demand Signal 0% 15 Jul 2013 +0d -62d
12-Month Trend 0% 04 Aug 2013 +20d -42d
Seasonal Pattern 0% 15 Jul 2013 +0d -62d
i485_queue_depth 0% 15 Jul 2013 +0d -62d
EB-1 China (Final Action) Underestimated advance
Previous Cutoff 01 Feb 2023
We Predicted 01 Feb 2023
+0d
Actual Result 01 Mar 2023
+28d
Miss +28d
Model Breakdown
Expert Weight Predicted vs Baseline vs Actual
gbm 0% 08 May 2023 +96d +68d
Queue Simulation 0% 01 Feb 2023 +0d -28d
Fiscal Year Cycle 0% 01 Feb 2023 +0d -28d
3-Month Momentum 0% 14 Feb 2023 +13d -15d
No-Change Baseline 0% 01 Feb 2023 +0d -28d
cross_series 0% 01 Feb 2023 +0d -28d
Supply-Adjusted 0% 09 Feb 2023 +8d -20d
Demand Signal 0% 01 Feb 2023 +0d -28d
12-Month Trend 0% 08 Feb 2023 +7d -21d
Seasonal Pattern 0% 01 Feb 2023 +0d -28d
i485_queue_depth 0% 01 Feb 2023 +0d -28d
EB-1 India (Final Action) Underestimated advance
Previous Cutoff 01 Feb 2023
We Predicted 01 Feb 2023
+0d
Actual Result 01 Mar 2023
+28d
Miss +28d
Model Breakdown
Expert Weight Predicted vs Baseline vs Actual
gbm 0% 25 Jul 2023 +174d +146d
Queue Simulation 0% 01 Feb 2023 +0d -28d
Fiscal Year Cycle 0% 01 Feb 2023 +0d -28d
3-Month Momentum 0% 29 May 2023 +117d +89d
No-Change Baseline 0% 01 Feb 2023 +0d -28d
cross_series 0% 01 Feb 2023 +0d -28d
Supply-Adjusted 0% 11 Feb 2023 +10d -18d
Demand Signal 0% 01 Feb 2023 +0d -28d
12-Month Trend 0% 06 Mar 2023 +33d +5d
Seasonal Pattern 0% 01 Feb 2023 +0d -28d
i485_queue_depth 0% 01 Feb 2023 +0d -28d

2. Key Movements

Month-over-month changes for applicants.

Family-Sponsored

  • F4 Philippines advanced by 41 days to 01 Sep 2006.

Employment-Based

  • EB-1 China advanced by 28 days to 01 Mar 2023.
  • EB-1 India advanced by 28 days to 01 Mar 2023.
  • EB-2 India advanced by 62 days to 15 Sep 2013.
  • EB-2 ROW advanced by 197 days to 15 Oct 2024.
  • EB-3 ROW advanced by 122 days to 01 Oct 2023.

Historical Pace (12-month average)

Category 12-mo avg (days/mo) vs Seasonal Avg Trend
EB-1 China 9.4 -17.3 Typical
EB-1 India 32.8 +87.0 Faster
EB-2 China 40.1 +3.3 Typical
EB-2 India 24.0 +36.8 Faster
EB-2 ROW 43.2 +55.7 Faster
EB-3 China 22.8 -21.7 Slower
EB-3 India 23.9 +11.0 Typical
EB-3 ROW 25.3 +26.3 Faster

3. Future Outlook

The overall trend is positive, with most tracked series showing forward movement.

EB-1 China Advancing

Next predicted cutoff: 01 Mar 2023

Pace: 9.4 d/mo avg

Model confidence: Low

EB-1 India Advancing

Next predicted cutoff: 15 Mar 2023

Pace: 32.8 d/mo avg (faster than usual)

Model confidence: Low

EB-2 China Advancing

Next predicted cutoff: 22 Sep 2021

Pace: 40.1 d/mo avg

Model confidence: Low

EB-2 India Advancing

Next predicted cutoff: 16 Oct 2013

Pace: 24.0 d/mo avg (faster than usual)

Model confidence: Low

EB-2 ROW

Next predicted cutoff: 15 Oct 2024

Pace: 43.2 d/mo avg (faster than usual)

Model confidence: Moderate

EB-3 China Advancing

Next predicted cutoff: 03 Jul 2021

Pace: 22.8 d/mo avg (slower than usual)

Model confidence: Low

EB-3 India Advancing

Next predicted cutoff: 30 Dec 2013

Pace: 23.9 d/mo avg

Model confidence: Low

EB-3 ROW

Next predicted cutoff: 01 Oct 2023

Pace: 25.3 d/mo avg (faster than usual)

Model confidence: Moderate

Expert Model Signals
  • EB-1 China is in an advancing pattern with consistent forward movement.
  • EB-1 India is in an advancing pattern with consistent forward movement.
  • EB-2 China is in an advancing pattern with consistent forward movement.
  • EB-2 India is in an advancing pattern with consistent forward movement.
  • EB-3 China is in an advancing pattern with consistent forward movement.
  • EB-3 India is in an advancing pattern with consistent forward movement.

Analysis generated from the Bulletin Forecast Model using historical bulletin data, I-140 demand signals, and fiscal year patterns. Model confidence varies by series. Expand "Model Breakdown" on any prediction to see individual expert signals.


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