SAMPLE · AUCTION PRICE PREDICTOR · Decision-support algorithm · example data · Built by Omerica Studios Build mine ↗
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Riverside Livestock · Auction Price Predictor

Bid-day decision support for the buyer in the seats · sample business
● Model v3.2Updated 6:40 AMSample data

Predicts a fair price from an algorithm weighing real auction and market variables · not a guess. Each lot is scored against live market indices, feed-cost trends, breed and grade, season, region, and recent comparable sales, then checked against your max-bid threshold so you walk in knowing your number.

Predicted · This Lot
$214/cwt
range $208–$221
Confidence
88%
calibrated on 1,240 lots
Your Max Bid
$218/cwt
set in your build
Recommendation
BUY
under threshold
Model Accuracy
±3.1%
avg variance, 30 lots
Hit Rate
83%
within predicted range

Lot 142 · fair-price prediction

algorithm output
Input variables the model weighs
Weight625 lb · feeder steer
Grade / QualityChoice · frame 4, fleshy
BreedBlack Angus cross
Live Mkt Index$211/cwt ▲ regional feeder avg
Feed Cost TrendCorn softening ▼ 4% · 30-day
SeasonLate spring · grass demand high
Region / BarnRiverside Sale Barn · strong buyer base
Recent Comps6 lots last 14 days · $206–$219

Sample inputs. In a real build these pull from your barn's market feed, the day's catalog, and your own comp history.

Predicted fair price
$208 – $221 /cwt
$1,300 – $1,381 per head at 625 lb
$195 $208 $214 $221 $235
Confidence 88%
BUY Bid up to $218/cwt. Predicted top ($221) sits above your max, but the midpoint and most-likely close land under threshold. Stop at $218 · walk if it runs past.

What's driving this prediction

factor weights · sums to 100%
Live market index 26%
Weight / class 19%
Grade / quality 16%
Recent comps 14%
Feed cost trend 11%
Breed premium 8%
Season 4%
Region / barn 2%

▲ pushing price up · ▼ pulling price down. The live market index and the animal's own weight and grade carry the most weight; season and barn fine-tune the edges.

Predicted range by class

today · $/cwt
ClassWt bandPredictedTrend
Steers · feeder5–700 lb$208–$221▲ firm
Heifers · feeder5–650 lb$192–$204▲ firm
Steers · yearling7–850 lb$186–$197· flat
Cull cows1,100+ lb$118–$129▼ soft
Bred heifersper head$1,850–$2,150▲ firm

Ranges recalibrate as the day's sales print. Sample figures.

Predicted vs actual · recent lots

how calibrated the model is
LotClassPredictedActual soldVarianceResult
#118Steers 600–650$211/cwt$214/cwt+1.4%Hit
#121Heifers 550–600$197/cwt$195/cwt−1.0%Hit
#124Yearling steers$190/cwt$199/cwt+4.7%Miss
#129Steers 625$213/cwt$212/cwt−0.5%Hit
#133Cull cows$124/cwt$121/cwt−2.4%Hit
#137Bred heifers$2,020/hd$2,090/hd+3.5%Miss
#140Heifers 600$199/cwt$201/cwt+1.0%Hit

Last 30 lots: 25 hits · 5 misses (within predicted range) · avg absolute variance ±3.1%. The model logs every actual close to keep itself honest. Sample data.

Live market data feed + auto bid-limit alerts

connected
Lot up nextLive indexPredictedYour maxAlert
#143 · Steers 640$211$209–$220$217Clear to bid
#144 · Heifers 580$198$194–$206$200Near limit
#145 · Yearlings 800$192$188–$201$190Stop · over
🔒 Unlocked in your build A live market feed refreshes each lot in real time and pings your phone the moment a price crosses your max-bid limit · so you never get caught bidding past your number on the floor.

This is a sample. Yours runs on your real data.

Every number here is example data. A real build is wired to your barn's market feed, your catalog, and your own comp history · scoring each lot, holding your max-bid line, and alerting you on the floor. Built around how you buy, handed off with a walkthrough.

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