PAIR.TRADING

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0.0488744 ZAMA

PUMP = 0.004212 USDT
ZAMA = 0.08618 USDT

export 1d data

Derived series only: the ratio of the two legs and the spread z-score. Exchange candles are not included.

PUMP / ZAMA ratio and spread

1 PUMP = 0.0488744 ZAMA. Below is the price ratio chart and the regression spread z-score. Hedge ratio β is 0.593 and the correlation between the legs is 0.16.

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Hedge ratio β 0.593
Spread z-score 0.44
Correlation 0.16
Half-life 24.2 1d
The spread is within ±2σ — the pair is near its own norm.

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Key numbers

Current ratio0.0488744
Change 1d-28.07%
Change 7d-37.89%
Change 30d-40.30%
Period high0.111709
Period low0.0285913
Hedge ratio β0.593
Spread z-score0.44
Correlation0.16
Half-life24 d

over 231 daily candles

What the numbers say

The legs barely move together: correlation of daily log returns is only 0.16. A spread built on such a weak link reverts by coincidence rather than by mechanism.

The spread is at 0.44 standard deviations from its rolling mean, which is effectively at its own norm.

Historically the spread covers half the way back to its mean in about 24 days, so a divergence here tends to resolve within weeks rather than months.

The current ratio sits mid-range — 24% of the way from the low to the high of the last 231 daily candles.

Frequently asked

How many ZAMA is 1 PUMP?

1 PUMP is worth 0.0488744 ZAMA at the latest exchange quotes. The figure is the ratio of the two USDT prices and updates every minute.

What is the PUMP/ZAMA range?

Over the last 231 daily candles the ratio traded between 0.0285913 (25.07.2026) and 0.111709 (18.02.2026).

Are PUMP and ZAMA correlated?

The correlation of daily log returns between PUMP and ZAMA is 0.16, which counts as a weak link. Log returns are used rather than prices: two rising assets correlate almost by default, joint day-to-day movement is what matters.

What is the PUMP/ZAMA spread z-score now?

The z-score is 0.44 — the spread is within its usual range. It measures how far the regression residual log(A) − β·log(B) sits from its rolling mean, in standard deviations.

Is PUMP/ZAMA suitable for a pair trade?

Weakly. Correlation is only 0.16, so the legs do not reliably move together and the spread carries mostly idiosyncratic noise.

Related pairs

Other pairs sharing a leg with this one.

All figures are computed from exchange data and describe past behaviour. Nothing here is investment advice.

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