Model Track Record
Every prediction BarnSignal makes is logged, timestamped, and scored against actual auction results. No cherry-picking, no hidden misses. This page shows the full record.
Backtest Results
Walk-forward validation, scikit-learn, 9 barns, 3+ years of dataBefore going live, we tested 6 model configurations using walk-forward backtesting on historical USDA auction data. Each prediction was made using only data available at the time — no future leakage.
| Configuration | Features | Labels | Overall | Cattle | Hi-Conf (≥65%) | Very-Hi (≥75%) | vs Baseline |
|---|---|---|---|---|---|---|---|
| A: Random Forest (baseline) | 21 | 3-class | 39.4% | 39.4% | 46.8% | 51.3% | — |
| B: GradientBoosting | 21 | 3-class | 39.3% | 39.3% | 40.6% | 42.0% | −0.1% |
| C: GradientBoosting Binary | 21 | 2-class | 55.3% | 55.3% | 56.3% | 56.3% | +15.9% |
| D: GradientBoosting + Cultural | 33 | 3-class | 41.1% | 41.1% | 41.9% | 42.9% | +1.7% |
| E: GB Binary + Cultural | 33 | 2-class | 55.6% | 55.6% | 56.6% | 57.2% | +16.2% |
| 🏆 F: GB Binary + Cultural + Drought | 36 | 2-class | 56.2% | 56.2% | 56.7% | 56.2% | +16.9% |
The biggest single improvement (+16pp) came from switching to binary up/down labels, eliminating ambiguous “flat” predictions. Cultural calendar and drought features added another +1pp. Production model uses Random Forest Binary + Cultural Calendar (JS compatible).
What Drives the Predictions
Feature importance from best backtest config (Config F)| # | Feature | Importance | Weight |
|---|---|---|---|
| 1 | CME Basis Change | 14.2% | |
| 2 | Receipt Change % | 9.6% | |
| 3 | Drought Severity Index | 5.8% | |
| 4 | CME Futures Momentum | 5.2% | |
| 5 | CME Basis Level | 5.0% | |
| 6 | Year-over-Year Receipts | 4.9% | |
| 7 | High/Low Price Ratio | 4.8% | |
| 8 | CME Feeder/Live Spread | 4.5% | |
| 9 | Price Volatility | 3.9% | |
| 10 | Receipt Trend | 3.9% |
Methodology
How it works📊 Walk-Forward Backtesting
Each prediction uses only data available at the time. The model trains on past weeks and predicts the next auction — no peeking at future data. This mimics real-world deployment.
🌳 Random Forest + Cultural Calendar
Production runs a Random Forest classifier with 33 features: price momentum, CME futures basis, supply dynamics, and 12 Lancaster County cultural calendar features (Amish wedding season, mud sales, Farm Show, harvest, hunting).
↕ Binary Up/Down Labels
Predictions call whether next week’s average price will be higher or lower. Ambiguous near-zero moves (<$0.50/cwt) are excluded from training, which boosted accuracy by 16 percentage points.
📝 Full Transparency
Every prediction is logged to Redis with a timestamp, target date, and confidence score. When actual data arrives, it’s automatically scored. No predictions are ever deleted or hidden.
Resolved Predictions
125 predictions scored against actual auction dataBy Barn
| Barn | Total | Correct | Accuracy |
|---|---|---|---|
| Wolgemuth NH (Mon) | 32 | 21 | 66% |
| Wolgemuth (Wed) | 24 | 15 | 63% |
| Middleburg | 16 | 9 | 56% |
| New Holland (Mon) | 15 | 6 | 40% |
| Greencastle (Mon) | 13 | 6 | 46% |
| Canandaigua (NY) | 13 | 8 | 62% |
| New Holland (Thu) | 9 | 2 | 22% |
| Buckhannon (WV) | 2 | 2 | 100% |
| Ripley (WV) | 1 | 1 | 100% |
By Category
| Category | Total | Correct | Accuracy |
|---|---|---|---|
| DAIRY COWS - Boner 80-85% | 17 | 11 | 65% |
| DAIRY COWS - Breaker 75-80% | 16 | 2 | 13% |
| COWS - Boner 80-85% | 13 | 10 | 77% |
| DAIRY COWS - Lean 85-90% | 13 | 4 | 31% |
| COWS - Breaker 75-80% | 10 | 7 | 70% |
| Wheat Straw | 8 | 7 | 88% |
| Grass - Good | 7 | 5 | 71% |
| Orchard Grass - Good | 7 | 3 | 43% |
| Alfalfa/Grass Mix - Premium | 6 | 3 | 50% |
| Alfalfa/Grass Mix - Good | 6 | 4 | 67% |
| Orchard/Timothy Grass - Good | 5 | 3 | 60% |
| Grass - Fair | 4 | 0 | 0% |
| Alfalfa - Good | 4 | 4 | 100% |
| Grass - Premium | 3 | 2 | 67% |
| Alfalfa - Premium | 3 | 3 | 100% |
| Corn Stalk | 3 | 2 | 67% |
| Barn | Category | Price at Call | Predicted | Confidence | Actual Price | Actual Dir | Target Date | |
|---|---|---|---|---|---|---|---|---|
| ✓ | Wolgemuth (Wed) | Wheat Straw | $225.00 | ↓ down | 60% | $171.80 | ↓ down | 2026-07-08 |
| ✓ | Wolgemuth (Wed) | Grass - Good | $280.00 | ↓ down | 40% | $245.41 | ↓ down | 2026-07-08 |
| ✗ | Wolgemuth (Wed) | Alfalfa/Grass Mix - Good | $245.99 | ↓ down | 52% | $275.00 | ↑ up | 2026-06-24 |
| ✗ | Wolgemuth (Wed) | Grass - Fair | $170.00 | ↑ up | 52% | $125.00 | ↓ down | 2026-06-24 |
| ✗ | Wolgemuth (Wed) | Alfalfa/Grass Mix - Premium | $300.00 | ↓ down | 46% | $323.11 | ↑ up | 2026-07-08 |
| ✓ | Wolgemuth (Wed) | Alfalfa/Grass Mix - Good | $245.99 | ↑ up | 62% | $275.00 | ↑ up | 2026-07-08 |
| ✓ | Wolgemuth (Wed) | Wheat Straw | $225.00 | ↓ down | 46% | $171.80 | ↓ down | 2026-06-24 |
| ✗ | Wolgemuth (Wed) | Grass - Fair | $170.00 | ↑ up | 52% | $125.00 | ↓ down | 2026-07-08 |
| ✓ | New Holland (Mon) | DAIRY COWS - Boner 80-85% | $152.46 | ↑ up | 52% | $164.81 | ↑ up | 2026-07-06 |
| ✗ | Greencastle (Mon) | DAIRY COWS - Breaker 75-80% | $170.17 | ↓ down | 52% | $177.92 | ↑ up | 2026-07-06 |
| ✗ | New Holland (Mon) | DAIRY COWS - Breaker 75-80% | $172.70 | ↓ down | 62% | $181.09 | ↑ up | 2026-06-29 |
| ✓ | Greencastle (Mon) | COWS - Boner 80-85% | $156.44 | ↑ up | 56% | $180.12 | ↑ up | 2026-07-06 |
| ✗ | New Holland (Mon) | DAIRY COWS - Breaker 75-80% | $171.84 | ↓ down | 74% | $181.09 | ↑ up | 2026-07-06 |
| ✓ | Wolgemuth NH (Mon) | Grass - Good | $250.00 | ↓ down | 50% | $245.00 | ↓ down | 2026-06-29 |
| ✓ | Canandaigua (NY) | COWS - Boner 80-85% | $153.26 | ↑ up | 52% | $175.01 | ↑ up | 2026-07-01 |
| ✓ | Wolgemuth NH (Mon) | Wheat Straw | $155.61 | ↑ up | 62% | $186.48 | ↑ up | 2026-07-06 |
| ✗ | Middleburg | DAIRY COWS - Breaker 75-80% | $167.09 | ↑ up | 40% | $166.08 | ↓ down | 2026-06-23 |
| ✗ | Wolgemuth NH (Mon) | Orchard Grass - Good | $260.00 | ↓ down | 54% | $270.00 | ↑ up | 2026-07-06 |
| ✓ | Middleburg | COWS - Boner 80-85% | $162.07 | ↑ up | 42% | $165.81 | ↑ up | 2026-06-30 |
| ✗ | New Holland (Thu) | DAIRY COWS - Lean 85-90% | $134.57 | ↑ up | 50% | $130.77 | ↓ down | 2026-07-02 |
| ✓ | Wolgemuth NH (Mon) | Alfalfa/Grass Mix - Premium | $335.00 | ↑ up | 70% | $342.77 | ↑ up | 2026-07-06 |
| ✗ | Middleburg | DAIRY COWS - Boner 80-85% | $139.03 | ↑ up | 42% | $137.93 | ↓ down | 2026-06-30 |
| ✗ | Middleburg | COWS - Breaker 75-80% | $176.82 | ↑ up | 40% | $174.95 | ↓ down | 2026-06-30 |
| ✗ | Wolgemuth NH (Mon) | Orchard Grass - Good | $260.00 | ↓ down | 60% | $270.00 | ↑ up | 2026-06-22 |
| ✗ | Wolgemuth NH (Mon) | Grass - Good | $250.29 | ↑ up | 52% | $245.00 | ↓ down | 2026-07-06 |
| ✗ | Wolgemuth NH (Mon) | Orchard Grass - Good | $260.00 | ↓ down | 68% | $270.00 | ↑ up | 2026-06-29 |
| ✗ | Wolgemuth NH (Mon) | Grass - Good | $250.00 | ↑ up | 50% | $245.00 | ↓ down | 2026-06-22 |
| ✗ | New Holland (Thu) | DAIRY COWS - Boner 80-85% | $161.05 | ↑ up | 52% | $157.37 | ↓ down | 2026-07-02 |
| ✓ | Canandaigua (NY) | DAIRY COWS - Lean 85-90% | $133.79 | ↑ up | 52% | $136.64 | ↑ up | 2026-07-01 |
| ✓ | Middleburg | DAIRY COWS - Boner 80-85% | $137.27 | ↑ up | 44% | $139.03 | ↑ up | 2026-06-23 |
| ✓ | Wolgemuth (Wed) | Grass - Good | $235.76 | ↑ up | 58% | $280.00 | ↑ up | 2026-06-24 |
| ✓ | Wolgemuth NH (Mon) | Alfalfa/Grass Mix - Good | $285.00 | ↓ down | 60% | $250.00 | ↓ down | 2026-06-29 |
| ✓ | Wolgemuth NH (Mon) | Alfalfa - Premium | $295.00 | ↑ up | 44% | $339.14 | ↑ up | 2026-06-22 |
| ✓ | New Holland (Mon) | COWS - Breaker 75-80% | $180.31 | ↑ up | 48% | $186.28 | ↑ up | 2026-06-29 |
| ✓ | New Holland (Mon) | COWS - Breaker 75-80% | $180.31 | ↑ up | 48% | $186.28 | ↑ up | 2026-06-22 |
| ✗ | Canandaigua (NY) | DAIRY COWS - Breaker 75-80% | $171.80 | ↓ down | 62% | $176.76 | ↑ up | 2026-06-24 |
| ✗ | Wolgemuth (Wed) | Orchard Grass - Good | $255.00 | ↓ down | 50% | $270.00 | ↑ up | 2026-06-24 |
| ✓ | Wolgemuth NH (Mon) | Grass - Premium | $303.51 | ↑ up | 72% | $322.11 | ↑ up | 2026-06-29 |
| ✗ | New Holland (Thu) | DAIRY COWS - Lean 85-90% | $137.58 | ↑ up | 50% | $134.57 | ↓ down | 2026-06-25 |
| ✓ | New Holland (Thu) | DAIRY COWS - Boner 80-85% | $163.69 | ↓ down | 68% | $161.05 | ↓ down | 2026-06-25 |
| ✗ | New Holland (Mon) | DAIRY COWS - Breaker 75-80% | $173.55 | ↑ up | 42% | $171.84 | ↓ down | 2026-06-22 |
| ✗ | Wolgemuth (Wed) | Alfalfa/Grass Mix - Premium | $316.46 | ↑ up | 50% | $300.00 | ↓ down | 2026-06-24 |
| ✓ | Greencastle (Mon) | DAIRY COWS - Breaker 75-80% | $171.25 | ↓ down | 42% | $170.17 | ↓ down | 2026-06-29 |
| ✓ | Wolgemuth NH (Mon) | Orchard/Timothy Grass - Good | $285.00 | ↓ down | 72% | $230.00 | ↓ down | 2026-06-29 |
| ✗ | Wolgemuth (Wed) | Orchard/Timothy Grass - Good | $270.00 | ↓ down | 72% | $275.00 | ↑ up | 2026-06-24 |
| ✓ | Wolgemuth (Wed) | Grass - Good | $235.76 | ↑ up | 58% | $280.00 | ↑ up | 2026-06-17 |
| ✓ | Wolgemuth (Wed) | Alfalfa - Good | $270.00 | ↓ down | 40% | $245.00 | ↓ down | 2026-06-24 |
| ✗ | New Holland (Mon) | DAIRY COWS - Lean 85-90% | $135.30 | ↑ up | 50% | $134.18 | ↓ down | 2026-06-29 |
| ✓ | Canandaigua (NY) | DAIRY COWS - Lean 85-90% | $130.31 | ↑ up | 46% | $133.79 | ↑ up | 2026-06-24 |
| ✓ | Canandaigua (NY) | DAIRY COWS - Boner 80-85% | $152.55 | ↑ up | 44% | $161.59 | ↑ up | 2026-06-24 |
| ✗ | Middleburg | COWS - Boner 80-85% | $164.47 | ↑ up | 44% | $162.07 | ↓ down | 2026-06-23 |
| ✗ | Greencastle (Mon) | DAIRY COWS - Lean 85-90% | $135.94 | ↑ up | 46% | $115.99 | ↓ down | 2026-06-29 |
| ✓ | Wolgemuth (Wed) | Alfalfa - Good | $270.00 | ↓ down | 48% | $245.00 | ↓ down | 2026-06-17 |
| ✓ | Wolgemuth NH (Mon) | Wheat Straw | $179.65 | ↓ down | 48% | $155.61 | ↓ down | 2026-06-29 |
| ✓ | Middleburg | DAIRY COWS - Lean 85-90% | $108.60 | ↑ up | 44% | $118.20 | ↑ up | 2026-06-23 |
| ✗ | Greencastle (Mon) | DAIRY COWS - Boner 80-85% | $158.34 | ↑ up | 40% | $147.22 | ↓ down | 2026-06-29 |
| ✗ | New Holland (Mon) | DAIRY COWS - Boner 80-85% | $158.93 | ↑ up | 46% | $152.46 | ↓ down | 2026-06-29 |
| ✗ | Canandaigua (NY) | DAIRY COWS - Breaker 75-80% | $171.15 | ↓ down | 72% | $176.76 | ↑ up | 2026-06-17 |
| ✗ | New Holland (Thu) | DAIRY COWS - Breaker 75-80% | $172.93 | ↑ up | 40% | $169.57 | ↓ down | 2026-06-25 |
| ✓ | Wolgemuth NH (Mon) | Alfalfa - Premium | $295.00 | ↑ up | 44% | $339.14 | ↑ up | 2026-06-29 |
| ✓ | Ripley (WV) | COWS - Boner 80-85% | $190.55 | ↓ down | 82% | $174.45 | ↓ down | 2026-06-20 |
| ✗ | New Holland (Mon) | DAIRY COWS - Boner 80-85% | $165.46 | ↑ up | 40% | $158.93 | ↓ down | 2026-06-22 |
| ✗ | Greencastle (Mon) | DAIRY COWS - Breaker 75-80% | $175.59 | ↑ up | 50% | $171.25 | ↓ down | 2026-06-22 |
| ✓ | Greencastle (Mon) | COWS - Boner 80-85% | $176.05 | ↑ up | 44% | $176.95 | ↑ up | 2026-06-22 |
| ✓ | Buckhannon (WV) | COWS - Boner 80-85% | $179.75 | ↓ down | 60% | $168.84 | ↓ down | 2026-06-03 |
| ✓ | Greencastle (Mon) | COWS - Breaker 75-80% | $175.29 | ↑ up | 40% | $183.82 | ↑ up | 2026-06-22 |
| ✗ | New Holland (Mon) | DAIRY COWS - Lean 85-90% | $140.91 | ↑ up | 48% | $135.30 | ↓ down | 2026-06-22 |
| ✓ | Buckhannon (WV) | COWS - Breaker 75-80% | $180.17 | ↓ down | 68% | $164.64 | ↓ down | 2026-06-03 |
| ✓ | Canandaigua (NY) | DAIRY COWS - Boner 80-85% | $163.31 | ↓ down | 60% | $152.55 | ↓ down | 2026-06-17 |
| ✓ | Wolgemuth NH (Mon) | Alfalfa/Grass Mix - Premium | $324.19 | ↑ up | 52% | $352.24 | ↑ up | 2026-06-22 |
| ✗ | Wolgemuth NH (Mon) | Corn Stalk | $145.00 | ↓ down | 72% | $150.00 | ↑ up | 2026-06-22 |
| ✓ | Wolgemuth NH (Mon) | Alfalfa - Good | $275.00 | ↓ down | 54% | $250.00 | ↓ down | 2026-06-22 |
| ✗ | New Holland (Thu) | DAIRY COWS - Breaker 75-80% | $175.71 | ↑ up | 42% | $172.93 | ↓ down | 2026-06-18 |
| ✗ | Wolgemuth NH (Mon) | Orchard/Timothy Grass - Good | $228.07 | ↓ down | 56% | $285.00 | ↑ up | 2026-06-22 |
| ✗ | Wolgemuth NH (Mon) | Alfalfa/Grass Mix - Good | $227.73 | ↓ down | 44% | $285.00 | ↑ up | 2026-06-22 |
| ✓ | Canandaigua (NY) | COWS - Boner 80-85% | $179.00 | ↓ down | 76% | $160.00 | ↓ down | 2026-06-17 |
| ✗ | Wolgemuth NH (Mon) | Grass - Premium | $330.00 | ↑ up | 46% | $303.51 | ↓ down | 2026-06-22 |
| ✓ | Canandaigua (NY) | COWS - Boner 80-85% | $179.00 | ↓ down | 74% | $160.00 | ↓ down | 2026-06-10 |
| ✗ | New Holland (Thu) | DAIRY COWS - Boner 80-85% | $164.84 | ↑ up | 46% | $163.69 | ↓ down | 2026-06-18 |
| ✓ | Wolgemuth NH (Mon) | Alfalfa - Good | $275.00 | ↓ down | 58% | $250.00 | ↓ down | 2026-06-15 |
| ✗ | Wolgemuth NH (Mon) | Wheat Straw | $207.75 | ↑ up | 50% | $179.65 | ↓ down | 2026-06-22 |
| ✓ | Middleburg | DAIRY COWS - Boner 80-85% | $155.45 | ↓ down | 68% | $137.27 | ↓ down | 2026-06-16 |
| ✓ | Wolgemuth (Wed) | Orchard/Timothy Grass - Good | $230.86 | ↑ up | 58% | $270.00 | ↑ up | 2026-06-17 |
| ✓ | Wolgemuth (Wed) | Corn Stalk | $100.00 | ↑ up | 68% | $132.87 | ↑ up | 2026-06-17 |
| ✗ | Wolgemuth (Wed) | Grass - Fair | $185.00 | ↑ up | 54% | $170.00 | ↓ down | 2026-06-17 |
| ✗ | Wolgemuth (Wed) | Alfalfa/Grass Mix - Premium | $320.00 | ↑ up | 44% | $316.46 | ↓ down | 2026-06-17 |
| ✓ | Middleburg | DAIRY COWS - Breaker 75-80% | $177.93 | ↓ down | 64% | $167.09 | ↓ down | 2026-06-09 |
| ✗ | Middleburg | DAIRY COWS - Lean 85-90% | $124.92 | ↑ up | 46% | $108.60 | ↓ down | 2026-06-16 |
| ✗ | Middleburg | COWS - Boner 80-85% | $157.35 | ↓ down | 64% | $164.47 | ↑ up | 2026-06-16 |
| ✓ | Middleburg | COWS - Breaker 75-80% | $184.95 | ↓ down | 70% | $179.18 | ↓ down | 2026-06-16 |
| ✓ | Wolgemuth (Wed) | Wheat Straw | $181.38 | ↑ up | 64% | $225.00 | ↑ up | 2026-06-17 |
| ✓ | Wolgemuth (Wed) | Orchard Grass - Good | $280.41 | ↓ down | 52% | $255.00 | ↓ down | 2026-06-17 |
| ✓ | Wolgemuth (Wed) | Orchard Grass - Good | $280.41 | ↓ down | 60% | $255.00 | ↓ down | 2026-05-27 |
| ✓ | Wolgemuth (Wed) | Alfalfa/Grass Mix - Good | $258.10 | ↓ down | 48% | $245.99 | ↓ down | 2026-06-17 |
| ✗ | New Holland (Mon) | DAIRY COWS - Breaker 75-80% | $177.40 | ↑ up | 48% | $173.55 | ↓ down | 2026-06-15 |
| ✓ | Greencastle (Mon) | COWS - Breaker 75-80% | $205.71 | ↓ down | 70% | $175.29 | ↓ down | 2026-06-15 |
| ✗ | Greencastle (Mon) | DAIRY COWS - Lean 85-90% | $140.37 | ↑ up | 42% | $137.42 | ↓ down | 2026-06-15 |
| ✗ | Greencastle (Mon) | DAIRY COWS - Breaker 75-80% | $177.01 | ↑ up | 44% | $175.59 | ↓ down | 2026-06-15 |
| ✗ | Greencastle (Mon) | COWS - Boner 80-85% | $178.90 | ↑ up | 52% | $176.05 | ↓ down | 2026-06-15 |
| ✓ | New Holland (Mon) | DAIRY COWS - Boner 80-85% | $163.61 | ↑ up | 40% | $165.46 | ↑ up | 2026-06-15 |
| ✗ | New Holland (Mon) | COWS - Breaker 75-80% | $183.02 | ↑ up | 58% | $180.31 | ↓ down | 2026-06-15 |
| ✓ | New Holland (Mon) | DAIRY COWS - Lean 85-90% | $147.95 | ↓ down | 54% | $140.91 | ↓ down | 2026-06-15 |
| ✓ | New Holland (Mon) | COWS - Boner 80-85% | $176.00 | ↓ down | 66% | $170.73 | ↓ down | 2026-06-15 |
| ✓ | Greencastle (Mon) | DAIRY COWS - Boner 80-85% | $161.50 | ↑ up | 42% | $163.55 | ↑ up | 2026-06-15 |
| ✗ | Canandaigua (NY) | DAIRY COWS - Lean 85-90% | $135.00 | ↑ up | 42% | $134.31 | ↓ down | 2026-06-10 |
| ✗ | Canandaigua (NY) | COWS - Breaker 75-80% | $174.88 | ↑ up | 44% | $166.00 | ↓ down | 2026-06-10 |
| ✓ | Wolgemuth NH (Mon) | Alfalfa - Premium | $290.00 | ↑ up | 62% | $295.00 | ↑ up | 2026-06-15 |
| ✗ | New Holland (Thu) | DAIRY COWS - Breaker 75-80% | $183.97 | ↑ up | 52% | $175.71 | ↓ down | 2026-05-28 |
| ✓ | New Holland (Thu) | DAIRY COWS - Boner 80-85% | $169.31 | ↓ down | 74% | $164.84 | ↓ down | 2026-05-28 |
| ✓ | Wolgemuth NH (Mon) | Alfalfa/Grass Mix - Premium | $318.67 | ↑ up | 44% | $324.19 | ↑ up | 2026-06-15 |
| ✓ | Wolgemuth NH (Mon) | Grass - Good | $240.00 | ↑ up | 40% | $250.00 | ↑ up | 2026-06-15 |
| ✗ | Wolgemuth NH (Mon) | Grass - Fair | $155.00 | ↑ up | 56% | $150.00 | ↓ down | 2026-06-15 |
| ✓ | Wolgemuth NH (Mon) | Orchard Grass - Good | $230.00 | ↑ up | 70% | $260.00 | ↑ up | 2026-06-15 |
| ✓ | Wolgemuth NH (Mon) | Grass - Premium | $319.43 | ↑ up | 42% | $330.00 | ↑ up | 2026-06-15 |
| ✓ | Wolgemuth NH (Mon) | Alfalfa/Grass Mix - Good | $230.00 | ↓ down | 58% | $227.73 | ↓ down | 2026-06-15 |
| ✗ | Canandaigua (NY) | DAIRY COWS - Breaker 75-80% | $169.53 | ↓ down | 70% | $171.15 | ↑ up | 2026-06-10 |
| ✓ | Canandaigua (NY) | DAIRY COWS - Boner 80-85% | $164.27 | ↓ down | 56% | $163.31 | ↓ down | 2026-06-10 |
| ✓ | Wolgemuth NH (Mon) | Corn Stalk | $110.00 | ↑ up | 44% | $145.00 | ↑ up | 2026-06-15 |
| ✓ | Wolgemuth NH (Mon) | Wheat Straw | $149.45 | ↑ up | 52% | $207.75 | ↑ up | 2026-06-15 |
| ✓ | Wolgemuth NH (Mon) | Orchard/Timothy Grass - Good | $205.00 | ↑ up | 46% | $228.07 | ↑ up | 2026-06-15 |
| ✓ | Middleburg | DAIRY COWS - Boner 80-85% | $149.61 | ↑ up | 50% | $155.45 | ↑ up | 2026-06-09 |
| ✓ | Middleburg | COWS - Boner 80-85% | $171.54 | ↓ down | 62% | $157.35 | ↓ down | 2026-06-09 |
| ✗ | Middleburg | DAIRY COWS - Lean 85-90% | $132.71 | ↑ up | 56% | $124.92 | ↓ down | 2026-06-09 |
| ✓ | Middleburg | COWS - Breaker 75-80% | $188.14 | ↓ down | 60% | $184.95 | ↓ down | 2026-06-09 |
| ✓ | Wolgemuth (Wed) | Wheat Straw | $180.00 | ↑ up | 48% | $181.38 | ↑ up | 2026-05-27 |
Pending Predictions
75 predictions awaiting resolution| Barn | Category | Current Price | Call | Confidence | Status | Target Date | ||
|---|---|---|---|---|---|---|---|---|
| ⏳ | New Holland (Thu) | COWS - Boner 80-85% | $180.59 | ↑ up | 68% | Awaiting 2026-05-28 | 2026-05-28 | |
| ⏳ | Wolgemuth (Wed) | Alfalfa - Premium | $345.82 | ↓ down | 56% | Awaiting 2026-06-17 | 2026-06-17 | |
| ⏳ | New Holland (Thu) | COWS - Boner 80-85% | $180.59 | ↑ up | 68% | Awaiting 2026-06-18 | 2026-06-18 | |
| ⏳ | New Holland (Mon) | COWS - Boner 80-85% | $170.73 | ↑ up | 44% | Awaiting 2026-06-22 | 2026-06-22 | |
| ⏳ | Wolgemuth NH (Mon) | Grass - Fair | $150.00 | ↑ up | 46% | Awaiting 2026-06-22 | 2026-06-22 | |
| ⏳ | Buckhannon (WV) | COWS - Breaker 75-80% | $164.64 | ↑ up | 52% | Awaiting 2026-06-24 | 2026-06-24 | |
| ⏳ | Wolgemuth (Wed) | Grass - Premium | $293.96 | ↑ up | 62% | Awaiting 2026-06-24 | 2026-06-24 | |
| ⏳ | Wolgemuth (Wed) | Alfalfa - Premium | $345.82 | ↓ down | 56% | Awaiting 2026-06-24 | 2026-06-24 | |
| ⏳ | New Holland (Thu) | COWS - Boner 80-85% | $180.59 | ↑ up | 68% | Awaiting 2026-06-25 | 2026-06-25 | |
| ⏳ | New Holland (Mon) | COWS - Boner 80-85% | $170.73 | ↑ up | 44% | Awaiting 2026-06-29 | 2026-06-29 | |
| ⏳ | Wolgemuth NH (Mon) | Grass - Fair | $150.00 | ↑ up | 52% | Awaiting 2026-06-29 | 2026-06-29 | |
| ⏳ | Wolgemuth NH (Mon) | Corn Stalk | $150.00 | ↓ down | 54% | Awaiting 2026-06-29 | 2026-06-29 | |
| ⏳ | Wolgemuth NH (Mon) | Alfalfa - Good | $250.00 | ↑ up | 50% | Awaiting 2026-06-29 | 2026-06-29 | |
| ⏳ | Canandaigua (NY) | DAIRY COWS - Breaker 75-80% | $176.76 | ↓ down | 74% | Awaiting 2026-07-01 | 2026-07-01 | |
| ⏳ | New Holland (Thu) | DAIRY COWS - Breaker 75-80% | $169.57 | ↑ up | 42% | Awaiting 2026-07-02 | 2026-07-02 | |
| ⏳ | New Holland (Thu) | COWS - Boner 80-85% | $180.59 | ↑ up | 68% | Awaiting 2026-07-02 | 2026-07-02 | |
| ⏳ | Ripley (WV) | COWS - Breaker 75-80% | $161.00 | ↑ up | 46% | Awaiting 2026-07-04 | 2026-07-04 | |
| ⏳ | New Holland (Mon) | COWS - Breaker 75-80% | $186.28 | ↓ down | 66% | Awaiting 2026-07-06 | 2026-07-06 | |
| ⏳ | New Holland (Mon) | COWS - Boner 80-85% | $170.73 | ↑ up | 44% | Awaiting 2026-07-06 | 2026-07-06 | |
| ⏳ | Wolgemuth NH (Mon) | Orchard/Timothy Grass - Good | $230.00 | ↑ up | 44% | Awaiting 2026-07-06 | 2026-07-06 | |
| ⏳ | Wolgemuth NH (Mon) | Grass - Fair | $150.00 | ↑ up | 52% | Awaiting 2026-07-06 | 2026-07-06 | |
| ⏳ | Wolgemuth NH (Mon) | Corn Stalk | $150.00 | ↓ down | 54% | Awaiting 2026-07-06 | 2026-07-06 | |
| ⏳ | Wolgemuth NH (Mon) | Alfalfa/Grass Mix - Good | $250.00 | ↓ down | 46% | Awaiting 2026-07-06 | 2026-07-06 | |
| ⏳ | Wolgemuth NH (Mon) | Alfalfa - Premium | $339.14 | ↑ up | 52% | Awaiting 2026-07-06 | 2026-07-06 | |
| ⏳ | Wolgemuth NH (Mon) | Alfalfa - Good | $250.00 | ↑ up | 52% | Awaiting 2026-07-06 | 2026-07-06 | |
| ⏳ | Middleburg | DAIRY COWS - Lean 85-90% | $119.69 | ↑ up | 46% | Awaiting 2026-07-07 | 2026-07-07 | |
| ⏳ | Middleburg | DAIRY COWS - Breaker 75-80% | $166.08 | ↑ up | 50% | Awaiting 2026-07-07 | 2026-07-07 | |
| ⏳ | Middleburg | DAIRY COWS - Boner 80-85% | $137.93 | ↑ up | 42% | Awaiting 2026-07-07 | 2026-07-07 | |
| ⏳ | Middleburg | COWS - Breaker 75-80% | $174.95 | ↑ up | 46% | Awaiting 2026-07-07 | 2026-07-07 | |
| ⏳ | Middleburg | COWS - Boner 80-85% | $165.81 | ↓ down | 60% | Awaiting 2026-07-07 | 2026-07-07 | |
| ⏳ | Canandaigua (NY) | DAIRY COWS - Lean 85-90% | $136.64 | ↑ up | 44% | Awaiting 2026-07-08 | 2026-07-08 | |
| ⏳ | Canandaigua (NY) | DAIRY COWS - Breaker 75-80% | $177.36 | ↓ down | 62% | Awaiting 2026-07-08 | 2026-07-08 | |
| ⏳ | Canandaigua (NY) | DAIRY COWS - Boner 80-85% | $167.83 | ↓ down | 54% | Awaiting 2026-07-08 | 2026-07-08 | |
| ⏳ | Canandaigua (NY) | COWS - Breaker 75-80% | $186.79 | ↓ down | 70% | Awaiting 2026-07-08 | 2026-07-08 | |
| ⏳ | Canandaigua (NY) | COWS - Boner 80-85% | $175.01 | ↓ down | 84% | Awaiting 2026-07-08 | 2026-07-08 | |
| ⏳ | Wolgemuth (Wed) | Orchard/Timothy Grass - Good | $275.00 | ↓ down | 48% | Awaiting 2026-07-08 | 2026-07-08 | |
| ⏳ | Wolgemuth (Wed) | Orchard Grass - Good | $270.00 | ↓ down | 48% | Awaiting 2026-07-08 | 2026-07-08 | |
| ⏳ | Wolgemuth (Wed) | Grass - Premium | $293.96 | ↑ up | 62% | Awaiting 2026-07-08 | 2026-07-08 | |
| ⏳ | Wolgemuth (Wed) | Corn Stalk | $132.87 | ↓ down | 52% | Awaiting 2026-07-08 | 2026-07-08 | |
| ⏳ | Wolgemuth (Wed) | Alfalfa - Premium | $345.82 | ↓ down | 56% | Awaiting 2026-07-08 | 2026-07-08 | |
| ⏳ | Wolgemuth (Wed) | Alfalfa - Good | $245.00 | ↑ up | 58% | Awaiting 2026-07-08 | 2026-07-08 | |
| ⏳ | New Holland (Thu) | DAIRY COWS - Lean 85-90% | $130.77 | ↑ up | 60% | Awaiting 2026-07-09 | 2026-07-09 | |
| ⏳ | New Holland (Thu) | DAIRY COWS - Breaker 75-80% | $169.23 | ↓ down | 60% | Awaiting 2026-07-09 | 2026-07-09 | |
| ⏳ | New Holland (Thu) | COWS - Boner 80-85% | $180.59 | ↑ up | 68% | Awaiting 2026-07-09 | 2026-07-09 | |
| ⏳ | Greencastle (Mon) | DAIRY COWS - Lean 85-90% | $135.31 | ↑ up | 40% | Awaiting 2026-07-13 | 2026-07-13 | |
| ⏳ | Greencastle (Mon) | DAIRY COWS - Breaker 75-80% | $177.92 | ↓ down | 54% | Awaiting 2026-07-13 | 2026-07-13 | |
| ⏳ | Greencastle (Mon) | DAIRY COWS - Boner 80-85% | $165.21 | ↓ down | 72% | Awaiting 2026-07-13 | 2026-07-13 | |
| ⏳ | Greencastle (Mon) | COWS - Breaker 75-80% | $188.77 | ↑ up | 40% | Awaiting 2026-07-13 | 2026-07-13 | |
| ⏳ | Greencastle (Mon) | COWS - Boner 80-85% | $180.12 | ↓ down | 52% | Awaiting 2026-07-13 | 2026-07-13 | |
| ⏳ | New Holland (Mon) | DAIRY COWS - Lean 85-90% | $135.26 | ↓ down | 76% | Awaiting 2026-07-13 | 2026-07-13 | |
| ⏳ | New Holland (Mon) | DAIRY COWS - Breaker 75-80% | $181.09 | ↓ down | 60% | Awaiting 2026-07-13 | 2026-07-13 | |
| ⏳ | New Holland (Mon) | COWS - Breaker 75-80% | $186.28 | ↓ down | 66% | Awaiting 2026-07-13 | 2026-07-13 | |
| ⏳ | New Holland (Mon) | COWS - Boner 80-85% | $170.73 | ↑ up | 44% | Awaiting 2026-07-13 | 2026-07-13 | |
| ⏳ | Wolgemuth NH (Mon) | Wheat Straw | $186.48 | ↓ down | 48% | Awaiting 2026-07-13 | 2026-07-13 | |
| ⏳ | Wolgemuth NH (Mon) | Orchard/Timothy Grass - Good | $230.00 | ↑ up | 70% | Awaiting 2026-07-13 | 2026-07-13 | |
| ⏳ | Wolgemuth NH (Mon) | Orchard Grass - Good | $270.00 | ↓ down | 56% | Awaiting 2026-07-13 | 2026-07-13 | |
| ⏳ | Wolgemuth NH (Mon) | Grass - Premium | $310.00 | ↑ up | 62% | Awaiting 2026-07-13 | 2026-07-13 | |
| ⏳ | Wolgemuth NH (Mon) | Grass - Good | $245.00 | ↑ up | 50% | Awaiting 2026-07-13 | 2026-07-13 | |
| ⏳ | Wolgemuth NH (Mon) | Grass - Fair | $150.00 | ↑ up | 52% | Awaiting 2026-07-13 | 2026-07-13 | |
| ⏳ | Wolgemuth NH (Mon) | Corn Stalk | $150.00 | ↓ down | 58% | Awaiting 2026-07-13 | 2026-07-13 | |
| ⏳ | Wolgemuth NH (Mon) | Alfalfa/Grass Mix - Premium | $342.77 | ↓ down | 44% | Awaiting 2026-07-13 | 2026-07-13 | |
| ⏳ | Wolgemuth NH (Mon) | Alfalfa/Grass Mix - Good | $250.00 | ↓ down | 44% | Awaiting 2026-07-13 | 2026-07-13 | |
| ⏳ | Wolgemuth NH (Mon) | Alfalfa - Premium | $339.14 | ↑ up | 58% | Awaiting 2026-07-13 | 2026-07-13 | |
| ⏳ | Wolgemuth NH (Mon) | Alfalfa - Good | $250.00 | ↑ up | 46% | Awaiting 2026-07-13 | 2026-07-13 | |
| ⏳ | Wolgemuth (Wed) | Wheat Straw | $171.80 | ↑ up | 68% | Awaiting 2026-07-15 | 2026-07-15 | |
| ⏳ | Wolgemuth (Wed) | Orchard/Timothy Grass - Good | $275.00 | ↓ down | 50% | Awaiting 2026-07-15 | 2026-07-15 | |
| ⏳ | Wolgemuth (Wed) | Orchard Grass - Good | $270.00 | ↓ down | 56% | Awaiting 2026-07-15 | 2026-07-15 | |
| ⏳ | Wolgemuth (Wed) | Grass - Premium | $295.00 | ↑ up | 56% | Awaiting 2026-07-15 | 2026-07-15 | |
| ⏳ | Wolgemuth (Wed) | Grass - Good | $245.41 | ↑ up | 58% | Awaiting 2026-07-15 | 2026-07-15 | |
| ⏳ | Wolgemuth (Wed) | Grass - Fair | $125.00 | ↑ up | 42% | Awaiting 2026-07-15 | 2026-07-15 | |
| ⏳ | Wolgemuth (Wed) | Corn Stalk | $132.87 | ↓ down | 44% | Awaiting 2026-07-15 | 2026-07-15 | |
| ⏳ | Wolgemuth (Wed) | Alfalfa/Grass Mix - Premium | $323.11 | ↑ up | 46% | Awaiting 2026-07-15 | 2026-07-15 | |
| ⏳ | Wolgemuth (Wed) | Alfalfa/Grass Mix - Good | $275.00 | ↓ down | 66% | Awaiting 2026-07-15 | 2026-07-15 | |
| ⏳ | Wolgemuth (Wed) | Alfalfa - Premium | $345.82 | ↓ down | 56% | Awaiting 2026-07-15 | 2026-07-15 | |
| ⏳ | Wolgemuth (Wed) | Alfalfa - Good | $245.00 | ↑ up | 54% | Awaiting 2026-07-15 | 2026-07-15 | |