Farmers First Agri Service
FFAI v3.0 // VALIDATED QUARTERLY // FARMERS1ST.COM

THE FARMERS FIRST AG INDEX

16 Federal Reserve series. 5 components. Internally cross-validated. The FFAI measures U.S. agricultural financial conditions and predicts farm loan stress — then decomposes the signal by sector so you know what it means for your operation.

Internally cross-validated against USDA national ag loan delinquency at r = 0.49 (p < 0.000001). Not reviewed or endorsed by USDA, RMA, or FCIC. Tested against every quarter since 2003.

FFAI COMPOSITEHOVER OR TAP

2026 Commodity & Livestock Outlook

⇩ PDF · UPDATED 24 APR 2026
Corn Jul '26
4.62
↑ Multi-week high
Dec '26: $4.82 · SAP $4.15
Beans Jul '26
11.79
↑ Crush record
Nov '26: $11.50 · SAP $10.30
Class III Mar
16.16
↑ +$1.22 from Feb
'26 fcst $16.90 · All-milk $20.50
Cattle Jun
246
↑ Cash $246
Aug $241.60 · Fdr $375

Corn

Choppy — Iran war wildcard
3mo · Planting
$4.50 – 4.85
95.3M ac (down 3%). Cool/wet Plains. Crop progress ahead.
6mo · Pollination
$4.30 – 4.95
Weather mkt. USDA: 183 bpa. June acreage report key.
9mo · Harvest
$4.05 – 4.50
15.8B bu projected, 2nd largest. Stocks: 1.84B (2026/27).
12mo · Spring '27
$4.10 – 4.65
Iran war = fertilizer cost wildcard. E15/biofuel = upside.
April WASDE (4/9): 2025/26 corn ending stocks 2.127B bu, season-average price raised 5¢ to $4.15. NASS Prospective Plantings (3/31): 95.3M acres, down 3% YoY but above Feb's 94M projection. July futures hit a multi-week high near $4.62; Dec '26 (new crop) at $4.82 anchors revenue protection price discovery. Iran war and Strait of Hormuz disruptions are firming fertilizer prices for fall '26 application — an input-cost story to watch into next year.

Soybeans

Biofuel-driven — demand strong
3mo · Planting
$11.20 – 11.85
84.7M ac (+4%). Crush record 2.61B bu. Soy oil at highs.
6mo · Fill
$10.80 – 11.80
RVO finalization due. Iran war supports oil demand.
9mo · Harvest
$10.20 – 11.20
4.45B bu projected. Brazil harvest done; Argentina delays.
12mo · Spring '27
$10.60 – 11.50
Crush expansion + 45Z = structural demand floor.
April WASDE raised crush to record 2.61B bu and the season-average price 10¢ to $10.30. Soybean oil price forecast lifted to $0.59/lb — near contract highs. Iran war keeps crude bid, which pulls soy oil demand for biodiesel. May beans $11.65, July $11.79, November (new crop) $11.50. China demand still uncertain after the SCOTUS tariff ruling; biofuel policy (45Z, RVO, RFS) is now the primary upside lever. Don't cap upside but expect headline volatility.

Milk

Bottoming — recovery building
3mo · Spring flush
$15.50 – 17.50
March III actual: $16.16. Class IV $18.94. Cheese soft.
6mo · Summer
$17.00 – 19.00
Demand strong. Exports up 15% YoY. Spread risk.
9mo · Fall
$18.00 – 20.00
Production +1.5% YoY caps rallies. Culling lighter than 2025.
12mo · Spring '27
$17.50 – 19.50
Herd 9.610M. Heifer prices off 9%. Recovery path narrow.
March Class III printed $16.16 — up $1.22 from February, signaling the floor is in. April WASDE raised the 2026 Class III forecast to $16.90, Class IV to $18.60, and all-milk to $20.50. Q1 was rough on the FFAI Dairy reading (cheese PPI weak, feed costs up), but forward margins are improving: DMC 2026 average forecast $10.44/cwt. Most WI herds still need $18-19/cwt to break even — coverage matters. Q3 2026 DRP sales window is open now (April-June).

Fed Cattle

At cycle peak — tight supply
3mo · Spring
$240 – 256
COF 4/1: 11.576M (-0.5%). Cash $246. Packer margins thin.
6mo · Summer
$248 – 268
Grilling peak. Demand at multi-decade highs. MX still closed.
9mo · Fall
$245 – 262
Tight supply continues. Heifer retention starting.
12mo · Spring '27
$235 – 255
Cycle peak '26-'27. Watch retail demand wall above $9.50/lb.
April Cattle on Feed: 11.576M head (-0.5% YoY), placements -5.5%, marketings -5.5%. Heifers on feed -1.4%, suggesting retention is starting. Cash trade $246 across all regions; June live cattle settled $246, August $241.60, May feeder index $375. Choice boxed beef holding above $383. Fed Cattle Exchange showed $246-247 sales. Mexico border still closed for cattle imports (screwworm). Beef demand remains the strongest in decades, but watch for consumer pushback above $9.50/lb retail. LRP critical at this level — lock floors, keep the upside.

Market information and coverage suggestions below are general observations based on publicly available data as of April 24, 2026. They are not advice specific to your operation. Ranges represent approximately 60% probability bands — tail risk extends beyond. Contact us for guidance specific to your situation.

01July 15: acreage reporting deadline. Report all planted acres by July 15 to maintain crop insurance coverage. Late or inaccurate reporting can void your policy. Call us with questions before the deadline.

02Grain coverage already locked, but track new-crop levels. Dec '26 corn at $4.82 anchors RP revenue. Most WI/MN corn at or near breakeven at $4.20 SAP. ECO/SCO subsidies enhanced for 2026 — review your stack with us.

03Beans: ride the biofuel story. Soy oil near contract highs on Iran-driven crude demand. RVO finalization is the next catalyst. Don't cap upside on rallies but expect headline volatility.

04Dairy DRP Q3 window open now. April-June is the buying period for July-September milk endorsements. 85-90% coverage on 60-70% of milk, matched to your Class III/IV utilization. March III actual was $16.16 — floor likely in. Call us to evaluate structure.

05Cattle: lock floors at the peak. LRP sets a floor without giving up upside. COF data confirms tight supply continues, but heifer retention is starting. Consider taking some Q3-Q4 revenue off the table on strength.

06Watch input costs into fall. Strait of Hormuz disruptions and Iran war pressure are firming fertilizer markets. If you typically book fall application early, expect to pay current pricing or higher. Government program income (ARC, ECO/SCO) remains a meaningful share of 2026 cash flow — ask us about eligibility.

USDA WASDE 4/9 · PROSPECTIVE PLANTINGS 3/31 · CATTLE ON FEED 4/22 · CBOT/CME 4/24 · ERS LIVESTOCK DAIRY POULTRY OUTLOOK 4/16
Ranges represent ~60% probability band. Tail risk extends beyond. Market year noted per section.
⇩ Download Full Outlook PDF
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FFAI v3.0 METHODOLOGY — dashed terms have plain-English tooltips, hover or tap

⇩ Download Full Methodology PDF

WHAT IT IS

The Farmers First Ag Index measures U.S. agricultural financial conditions using 16 publicly available Federal Reserve economic data series?Free government data published by the St. Louis Fed. Same numbers the banks and USDA use. Anyone can look them up at fred.stlouisfed.org.. It predicts the direction and magnitude of agricultural loan delinquency?The percentage of farm loans that are 30+ days late on payments across all U.S. banks. When this goes up, farmers are struggling to pay their bills. When it goes down, things are good. — the percentage of farm loans 30+ days past due across all U.S. commercial banks. When this number rises, farmers are under financial stress. The FFAI gives you that signal in real time, decomposed by sector.

THE COMPOSITE (Soy + Fed Funds)

Two inputs drive the validated core: soybean futures prices and the Federal Funds interest rate?The rate banks charge each other overnight. When the Fed raises this, your operating loan rate goes up too. It's the master dial for borrowing costs across the whole economy.. Soybeans proxy overall crop revenue conditions. The Fed Funds rate captures debt service costs?What it costs you to carry your loans — operating lines, equipment notes, land payments. When rates go up, every dollar you owe costs more to service. — agriculture is among the most debt-intensive industries in the U.S. economy, with production loans typically on variable rates.

The model uses expanding-window regression?Imagine you're standing in 2015 making a prediction. You can only use data from 2003-2014. Then in 2016, you add one more year and predict again. This proves the model works in real time, not just in hindsight.: at each quarter, it trains only on data available up to that point, preventing look-ahead bias?Cheating by using future information to make a "prediction." Like saying you predicted the 2012 drought after it already happened. Our model can't do this because it only sees past data at each step..

VALIDATION

Tested against every quarter since 2003 (91 observations). Leave-one-out cross-validation?Take out one quarter, build the model with the other 90, then predict the one you removed. Do that 91 times. If the model still works after 91 tests, it's not a fluke.: r = 0.49 (p < 0.000001)?The "p-value" is the chance this result is just random luck. p < 0.000001 means less than 1 in a million odds this is a coincidence.. Expanding-window out-of-sample: r = 0.51 (p < 0.00001). Survives Bonferroni correction?When you test a lot of models, some will look good by pure chance. Bonferroni makes the test harder to pass. We tested ~50 models. Our result still passes after this penalty. for 50 multiple comparisons. 73% regime accuracy. Validation is internal — this index has not been reviewed or endorsed by USDA, RMA, or FCIC.

The model explains 28% of delinquency variance (R² = 0.28)?About 28 cents of every dollar of farm loan trouble can be explained by crop prices and interest rates. The other 72 cents is weather, trade deals, your neighbor's management decisions, and everything else. 28% from just two numbers is actually strong.. The other 72% is weather, trade policy, individual farm management, regional conditions, and crop insurance decisions. The FFAI is a conditions indicator, not a crystal ball. We state this because intellectual honesty matters more than marketing.

THE CORN PIVOT (Sub-Indexes)

The composite tells you the national picture. Sub-indexes tell you which sectors. The key structural insight: corn is revenue for grain farmers but feed cost for dairy and livestock. This creates a validated inverse correlation (r = -0.45)?When one goes up, the other goes down. An r of -0.45 means they move opposite about half the time. Expensive corn is great if you're selling it, terrible if you're feeding it. between the grain and dairy sub-indexes.

FORWARD OUTLOOK

The 4-quarter change in the Federal Funds rate?How much rates moved over the last year. Falling = good for farmers. Rising = trouble coming in 12-15 months. is the single strongest leading indicator?A signal that shows up BEFORE the problem does. Like seeing dark clouds before it rains. Rate hikes today show up as missed loan payments 4-5 quarters from now. of farm financial stress in our dataset. Rising rates predict higher delinquency 4-5 quarters later (r = -0.52). The current Outlook reading reflects continued easing from the 2023 rate peak — positive for farmers carrying debt over the next 12-15 months.

DATA SOURCES (16 FRED Series)

Corn (PMAIZMTUSDM) · Soybeans (PSOYBUSDM) · Wheat (PWHEAMTUSDM) · Crude Oil (POILWTIUSDM) · Diesel PPI (WPU057303) · Fertilizer PPI (WPU0652) · Farm Machinery PPI (WPU111) · Raw Milk PPI (WPU01610102) · Cheese PPI (PCU311513311513) · Butter PPI (WPU023201) · Cattle PPI (WPU0131) · Hog PPI (WPU013201) · Fed Funds (FEDFUNDS) · CPI (CPIAUCSL) · 10Y Treasury (GS10) · Ag Loan Delinquency (DRFAPGACBS)

All data from the Federal Reserve Bank of St. Louis (FRED). No proprietary data. No estimated inputs. History: Q1 2003 – present. Updated quarterly after FRED publishes complete quarter data.

Full methodology PDF includes complete sub-index formulas, weight tables, validation statistics, and limitations disclosure. Free API available for developers and media.

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Services

Crop Insurance & Agronomy

Independent crop insurance agents licensed across Minnesota and Wisconsin. Serving the Bemidji-to-La Crosse corridor since 2017.

MPCI

Multi-Peril Crop Insurance

Federal crop insurance protecting against yield loss.

  • Revenue Protection (RP)
  • Enhanced Coverage (ECO)
  • Supplemental (SCO)
  • Area Risk Protection
  • Whole Farm Revenue
PRF

Pasture & Forage Insurance

Rainfall index for hay and grazing acres.

  • Choose coverage periods
  • Grid-based payouts
  • Subsidized premiums
  • No adjuster needed

Deadlines

Crop Insurance Calendar

MAR 15
Sales closing — corn, beans, spring grains
JUL 15
Acreage reporting
SEP 30
Winter wheat closing
DEC 1
PRF pasture signup

Territory

Bemidji to La Crosse

Central Minnesota through the Twin Cities metro and into western Wisconsin. Licensed in both states.

Minnesota — North

  • Beltrami County — Bemidji
  • Cass County — Walker
  • Hubbard County — Park Rapids
  • Crow Wing County — Brainerd
  • Morrison County — Little Falls
  • Mille Lacs County — Milaca

Minnesota — Central / Metro

  • Stearns County — St. Cloud
  • Benton County — Foley
  • Sherburne County — Elk River
  • Wright County — Buffalo
  • Anoka County — Blaine
  • Isanti County — Cambridge
  • Chisago County — Lindstrom
  • Washington County — Stillwater

Wisconsin — West

  • Polk County — Amery
  • Barron County — Rice Lake, Chetek
  • St. Croix County — Hudson
  • Dunn County — Menomonie
  • Chippewa County — Chippewa Falls
  • Eau Claire County — Eau Claire
  • Pepin County — Durand
  • Buffalo County — Alma
  • Trempealeau County — Whitehall
  • Jackson County — Black River Falls
  • La Crosse County — La Crosse
  • Clark County — Neillsville

FAQ

Common Questions

What is the Farmers First Ag Index?

Internally cross-validated index of U.S. agricultural financial conditions. 16 Federal Reserve series, 5 components (composite, grain, dairy, livestock, outlook), scored 0-100. Cross-validated against USDA ag loan delinquency at r = 0.49. Not reviewed or endorsed by USDA, RMA, or FCIC. Updated quarterly at farmers1st.com.

How do I use the FFAI?

The composite tells you the national picture. The sub-indexes tell you which sectors. Above 70 = STRONG. 55-70 = FAVORABLE. 40-55 = GUARDED. Below 40 = STRESSED. Right now: grain and dairy stressed, livestock strong — same national number, very different realities depending on what you raise.

Crop insurance deadline in Wisconsin?

March 15 for corn, soybeans, spring grains. July 15 acreage reporting. December 1 PRF pasture. Call early.

What is PRF pasture insurance?

Rainfall index for hay and grazing. Auto payouts below your grid threshold. No adjuster. Heavily subsidized.

What territory do you cover?

Bemidji south through Brainerd, St. Cloud, Twin Cities metro, east into western Wisconsin — Barron, Chippewa, Dunn, Eau Claire, St. Croix — south to La Crosse.

What is AgSist?

A free ag dashboard at agsist.com — live grain bids and cash prices from WI & MN elevators. Publicly available to all farmers, not contingent on purchasing insurance.

What is APH and how is it calculated?

Actual Production History (APH) is the average of your crop yields over the past 4-10 years. It's the basis for your insured yield. Low-yield or zero years are included in the average — which is why T-yields matter for gap years. Call us to review your APH history before the March 15 deadline.

What is a T-yield and when does it apply?

A T-yield (transitional yield) is assigned by USDA for years with no production history — for example, new fields or years you didn't farm a particular crop. T-yields are typically 65-75% of the county average. Preventing T-years from dragging down your APH is one of the most valuable things we do for clients.

What is the difference between Basic and Optional units?

Basic units (BU) separate coverage by FSA farm number and landlord. Optional units (OU) separate coverage by field, offering more granular protection but at higher cost. Enterprise units (EU) combine all acres of a crop across the county into one unit — lowest premium but least granular. Unit structure dramatically affects both premium and claim potential. We model all three before recommending.

What is ECO and how does it work with RP?

Enhanced Coverage Option (ECO) is a county-level add-on that covers the gap between your MPCI policy (typically 70-85%) and 90% or 95% of county expected revenue. It pays when county-wide losses exceed the threshold — not individual farm losses. ECO is area-based, federally subsidized, and pairs well with Revenue Protection. Call us for current subsidy rates and whether it makes sense for your operation.

Can I change my coverage after March 15?

Generally no — March 15 is the hard sales closing deadline for corn, soybeans, and spring grains in WI and MN. After that date, coverage levels, unit structures, and optional endorsements are locked for the crop year. Acreage reporting (what you actually planted) is due July 15. Contact us well before March 15 to make any changes.

Is PRF right for my hay or grazing operation?

PRF (Pasture, Rangeland, Forage) uses a rainfall index to trigger automatic payments when precipitation falls below your grid's threshold — no adjuster visit required. It's heavily subsidized and covers hay, alfalfa, and grazing acres that traditional crop insurance doesn't. December 1 is the annual signup deadline. Best for operations that can tolerate basis risk between the rainfall index and on-farm results.


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Your Local Agents

Chetek, Wisconsin. Serving the MN-WI corridor since 2017.

July 15 Acreage Reporting Is Next

Report all planted acres on time to protect your coverage.

715-553-0392 // Nate 715-797-2428 // Sig

FARMERS FIRST NETWORK

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