Crop Yield

Forecast crop yield from soil and climate inputs.

Endpoint POST https://api.dryapi.dev/predict

Predicts yield

Calibration 87%

MAPE 7.3%

MAE $7.32

R² 0.97

Latency 7ms

Cost 6 cr / call

Popularity rank #75

Pricing

Every plan includes all 17 APIs. This model costs 6 credits / call, so each plan buys the calls below.

Starter

3,333 calls / mo

100 req/min

Start with starter

Growth

25,000 calls / mo

500 req/min

Start with growth

Scale

133,333 calls / mo

2,500 req/min

Start with scale

Volume

500,000 calls / mo

8,000 req/min

Start with volume

Ultra

1,666,666 calls / mo

20,000 req/min

Start with ultra

Enterprise

Custom calls / mo

Unlimited

Start with enterprise

Calibration (coverage)

87%

Out-of-sample coverage verified on held-out data — a 87% interval really covers 87% of observations.

Data coverage

Geography US growing regions across major commodity crops.

Temporal Recent growing seasons with soil and climate inputs.

Limitations Pest outbreaks and extreme weather events can cause yield divergence.

Quickstart

request — curl

curl -X POST https://api.dryapi.dev/predict \
  -H "Authorization: Bearer $DRYAPI_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "agriculture/crop-yield/v1",
    "features": {
      // one row per input column the model expects
    }
  }'

response

{
  "value": 3.2,
  "interval": [2.8, 3.6],
  "confidence_interval": { "lower": 2.8, "upper": 3.6, "coverage": 0.87 },
  "confidence": { "level": 0.87, "score": 0.84 },
  "top_factors": [
    { "feature": "sqft", "impact": 0.42 },
    { "feature": "zip", "impact": 0.31 },
    { "feature": "beds", "impact": 0.18 }
  ]
}