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Open beta · 50 cities · free

The weather is priced wrong.
Temprr shows you where.

A calibrated weather-trading terminal for Polymarket and Kalshi daily-temperature markets. Official station observations and multi-model forecasts, turned into a live edge against the market price.

Free during open beta · members-only.

  • Free to use
  • 50 cities
  • No API key
  • Paste a public wallet for P&L

New York

Highest temp · today
KLGA station DEB blend n=420 live · 12s
Forecast 88°F ±2.1° calibrated
Bucket Market Model Mkt Model
  • ≤ 84°
    6%
    3%
  • 85–86°
    14%
    9%
  • 87–88°
    31%
    46% + 15
  • 89–90°
    33%
    31%
  • 91–92°
    12%
    9%
  • ≥ 93°
    4%
    2%
+15pt edge

87–88° is underpriced. Model fair value is 46% against a 31% market. Invalidate if the high prints before 2pm local.

Illustrative. Live in the terminal.

$17.7M+
Polymarket weather volume
50
cities, global coverage
60s
fair value recompute
1 screen
obs · models · odds · edge

Why traders lose edge

The market is priced wrong. The hard part is seeing where.

The edge is real — on-chain leaderboards prove it. But it leaks out through five recurring mistakes. Temprr is built to close each one.

“I was providing exit liquidity for the bots that got there first.”

Amateurs poll forecasts every 15–60 minutes. The repricing window is now 5–15.

Temprr

Temprr recomputes fair value every 60s against live obs and overlays the live book — so you see divergence the moment it opens, not after.

Trading the wrong station silently loses trades.

KLGA runs 3–5°F cooler than midtown; the gauge even differs between series.

Temprr

Every market is pinned to its verified settlement station. Your obs, forecast and buckets all reference the gauge that actually settles.

“Weather doesn’t follow a bell curve. My model did.”

A “2-sigma” event that should hit 5% of the time actually hits 10–12%.

Temprr

DEB blends multiple models into a calibrated, fat-tail-aware distribution, validated against history — the empirical-error layer DIY models skip.

The picture is scattered across a dozen tabs and timezone math.

NWS, Weather.com, Ventusky, Windy, METAR — plus Zulu-to-local conversions.

Temprr

One terminal: official obs + multi-model forecast + calibrated bucket distribution + live odds + peak-window, in the station’s local time.

The terminal

Everything the trade needs, on one screen.

Temprr replaces a dozen browser tabs and a spreadsheet with a single, calibrated, evidence-first view of every daily-temperature market.

Right station, every time

Every market is anchored to its exact settlement gauge — NYC on KLGA, Paris on Le Bourget, not the city center. The #1 silent edge-killer, designed out by default.

Calibrated, not Gaussian

A fat-tail-aware bucket distribution with per-station bias correction and a visible uncertainty band — not a naive bell curve that blows up on the tails.

The edge, surfaced

Model fair value vs live market price, rendered as an explicit per-bucket divergence. The one comparison no competitor puts on screen.

See it first, not race it

Calibrated fair value recomputed every 60 seconds against live observations, with freshness in concrete minutes. Spot divergence the moment it opens.

Net edge after fees

We surface whether a divergence actually clears the spread and fee hurdle before you trade — steering you away from the fee-toxic cheap tail.

It shows its work

Evidence chain, settlement-station label, calibration sample size and a live freshness dot. Methodology as the trust signal — no black box, no hype.

How it works

From forecast to a priced, tradable edge.

01

Anchor to the gauge that settles

Pick a city. Temprr pins the market to its exact settlement station and pulls live official observations — METAR/TAF plus native networks (JMA, HKO, CWA, KNMI, Météo-France).

02

Calibrate the distribution

DEB blends multiple forecast models into a fat-tail-aware probability over the market’s exact temperature buckets, bias-corrected per station and validated against history.

03

Surface the edge — and the rule

Live Polymarket odds overlay the model. Temprr shows the divergence, whether it clears the spread, and the invalidation rule that kills the trade.

The scanner

Today’s sharpest edges, ranked across the board.

Temprr scans every daily-temperature market at once and ranks them by how far the model disagrees with the price — already net of spread and fees. The biggest mispricing of the day is the top row, not a needle in fifty haystacks.

Edge scanner underpriced buckets · today
live · 50 cities scanned
City Bucket Edge
  • New York
    87–88°F +15
  • Jeddah
    42–43°C +14
  • Chicago
    84–85°F +11
  • Tokyo
    32–33°C +10
  • Madrid
    37–38°C +9
  • London
    12–13°C +8

Ranked by net edge after spread & fees. Representative snapshot — live in the terminal.

AI co-pilot

At launch

Every edge, explained in plain English.

A number says what. Temprr’s co-pilot says why — what the model sees that the market doesn’t, the evidence behind it, and the one thing that would kill the trade. Then it lands in your inbox each morning.

Edge read

New York · 87–88° · High

AI

This bucket is underpriced. The model puts it at 46% against a 31% market — a +15pt gap. The intraday path is running ~1.2° above the midday forecast, and KLGA’s afternoon sea-breeze usually arrives after the daily max is set, so the cooling won’t cap it. Four of the last five analog days closed in this bucket.

15-min path +1.2°sea-breeze lags peak4 of 5 analogsn=420 calibrated
Invalidation

Kills if the high prints before 2:00pm local, or KLGA’s wind backs onshore and holds.

Your 7:00am briefing

daily
  • New York 87–88°F +15
  • Jeddah 42–43°C +14
  • Chicago 84–85°F +11

Delivered to email or Telegram — the board, distilled.

The co-pilot explains the model’s reasoning — it never gives buy or sell advice. You decide what, and whether, to trade.

Execution

Polymarket live Kalshi at launch

From edge to filled — in one click.

See it, understand it, take it — without ever leaving the terminal or copy-pasting a token ID. Temprr sizes the trade, checks it clears fees, and arms the exit. You pull the trigger.

New York

87–88°F · High · today

Buy YES
Price 0.31
Size · Kelly ½ 180 sh · $55.80
Est. fee $0.42
Net edge after fees +13pt

Won’t arm if net edge < spread + fees · exit rule pre-armed

Fee & spread aware

Won’t arm a trade that doesn’t clear the cost hurdle — no fee-toxic cheap tail.

Kelly-disciplined sizing

A suggested size from your bankroll and the edge. You set the final number.

Auto-invalidation

At launch

Pre-arm the bucket-dead exit. Get pinged — or auto-flatten — the moment it triggers.

Paper mode

At launch

Prove the edge with simulated fills before a cent is at risk.

One trade per city

Buckets in a city settle on one gauge. Temprr stops you stacking a correlated bet as if it were four.

You stay in control

No autonomous trading. Temprr makes acting instant; the call is always yours.

Illustrative order ticket. Polymarket execution rolling out — Kalshi at launch.

Global coverage

Built for Polymarket and the world — not four US cities.

50 cities with live official feeds — each wired to its native station source (JMA, HKO, CWA, KNMI, Météo-France, SMN and others). Every node is lit by its current temperature; hover for the settlement station.

New York 26°São Paulo 19°London 21°Moscow 24°Jeddah 38°Tokyo 28°Beijing 31°Singapore 30°Wellington 11°
live · 50 cities
coldhot

Representative current conditions. Live in the terminal.

Who it’s for

For everyone who knows the weather is tradable.

The model-checker

You pull GFS/ECMWF and METAR by hand and keep a spreadsheet. Temprr is that spreadsheet, calibrated, live, and right about the station.

The quant-curious builder

You cloned a GFS-ensemble bot or read the “$1k → $24k” thread. Skip the data plumbing — start from a correct, calibrated layer.

The cross-platform arbitrageur

You trade Kalshi and Polymarket. See both settlement sources side by side and the 1°F boundary cases that flip a contract.

The curious crossover

You came via Robinhood-Kalshi or a Polymarket meme. Plain-language reads, the right station, and guardrails before you size up.

FAQ

Questions, answered.

What is Temprr? +

Temprr is a weather-intelligence trading terminal for daily-temperature prediction markets on Polymarket and Kalshi. It turns official station observations and multi-model forecasts into a calibrated probability over each market’s temperature buckets, then overlays the live market price to show where the two diverge.

Which markets does it cover? +

Daily highest/lowest temperature markets across 50 cities worldwide — the Americas, Europe, the Middle East and Asia-Pacific — with native official feeds per region (JMA, HKO, CWA, KNMI, Météo-France, SMN) on top of METAR/ASOS.

Is it free? +

Yes. Temprr is free and members-only during open beta — no payment, no API key required. Create an account and the terminal opens immediately.

Does Temprr place trades for me? +

Yes — Polymarket trading is built in. Place a trade in one click, straight off the edge you’re reading, instead of copy-pasting tokens between tabs. Kalshi execution arrives later this year. You stay in control of what and how much you trade; Temprr surfaces the edge, the evidence and the invalidation rule, then makes acting on it instant.

Get in before the book does.

Temprr is in open beta and free. Create an account and start today.

Free during open beta · members-only.