What is the Kronos AI forecast for RNGR?

Kronos AI's median forecast for RNGR is $16.61 in 30 trading days, +10.1% from the last close, with a 10–90% range of $15.87 to $16.86.

Is the RNGR Kronos forecast a buy or sell signal?

No. It is the output of a statistical model that reads price history only. It is not investment advice, and the range shows how uncertain the model is.

How often is the forecast updated?

The forecasts are regenerated regularly; this one starts from the close of 2026-10-27.

RNGR Kronos AI forecast

A 30-trading-day price forecast for Ranger Energy Services Inc. (RNGR) from Kronos AI, an open-source foundation model trained on candlestick charts.

Last close

$15.09

2026-10-27

Expected in 30 days

$16.61

+10.1% · 2026-12-08

Likely range (10–90%)

$15.87 – $16.86

+5.2% … +11.7%

Paths ending higher

8 / 8

Kronos AI's median forecast puts Ranger Energy Services Inc. at $16.61 on 2026-12-08, +10.1% from the last close of $15.09 on 2026-10-27. Eight out of ten sampled paths end between $15.87 and $16.86, and 8 of the 8 paths finish above today's price.

Forecast path

median, with the 10–90% band of the sampled paths

Open the interactive forecast → Full analysis of RNGR

The forecast, week by week

Date	Median	Low (10%)	High (90%)
2026-11-03	$15.08	$14.75	$15.41
2026-11-10	$15.35	$14.91	$15.69
2026-11-17	$15.88	$15.27	$16.56
2026-11-24	$15.96	$15.37	$16.60
2026-12-01	$16.32	$15.75	$16.86
2026-12-08	$16.61	$15.87	$16.86

What is Kronos AI?

Kronos is an open-source foundation model for financial candlesticks, pre-trained on K-line data from more than 45 exchanges. Gnzub runs it on each stock's last 120 daily bars and samples several possible futures, so the forecast is a range of outcomes rather than one confident line. It is a statistical model, not an analyst: it reads price patterns only and knows nothing about news, earnings or the business.

Model: GitHub · paper

Questions

What is the Kronos AI forecast for RNGR?: Kronos AI's median forecast for RNGR is $16.61 in 30 trading days, +10.1% from the last close, with a 10–90% range of $15.87 to $16.86.
Is the RNGR Kronos forecast a buy or sell signal?: No. It is the output of a statistical model that reads price history only. It is not investment advice, and the range shows how uncertain the model is.
How often is the forecast updated?: The forecasts are regenerated regularly; this one starts from the close of 2026-10-27.

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Model output for information only, not investment advice. Past patterns do not guarantee future prices.