Operationally Challenged

A case on Clash.gg (classic), first seen 2 Nov 2026. Every value is Clash.gg's own item price converted from Clash gems at the rate on the site page.

Price
$4.19
6.45 gems
Advertised RTP
89.88%
EV $3.77 from 12 items
Observed RTP, 30d
84.81%
4,213 openings, odds method
Variance
8.9×
of price², per opening
Tail share
1 in 13
of openings carry half the EV
Below price
84.0%
of openings return less than the price

Advertised vs observedper window, 95% band and the advertised marker

observed, 95% bandadvertisedoutside bandsmall sample
24 hours
90.16%±33.95295 openings
7 days
85.84%±9.823,526 openings
30 days
84.81%±8.984,213 openings
since tracking started
84.81%±8.984,213 openings
55.5%90.3%125.0%

Windowsthe test per window

WindowOpeningsObservedDev.Method
24h29590.16%±33.9+0.0σodds
7d3,52685.84%±9.82−0.8σodds
30d4,21384.81%±8.98−1.1σodds
All4,21384.81%±8.98−1.1σodds
Enough sample: 100 openings and 5 expected rare hits (odds method) or 1,000 openings (sample method).

Items, odds and values12 items · odds sum to 1 · observed counts over 4,332 openings, 30 days

Share of the expected value, most valuable first; colour is the item's rarity.
ItemOddsValueEV shareObservedExpectedHot / cold
StatTrak™ AWP | Oni Taiji (Factory New)StatTrak · weapon · covert1 in 10,000$463 712 gems1.2%00.4—
M4A1-S | Printstream (Factory New)weapon · covert1 in 2,500$262 402 gems2.8%21.71.15×
AWP | Containment Breach (Factory New)weapon · covert1 in 667$218 335 gems8.7%56.50.77×
Desert Eagle | Ocean Drive (Factory New)weapon · covert1 in 400$70.77 109 gems4.7%810.80.74×
AK-47 | Leet Museo (Factory New)weapon · covert1 in 182$48.05 73.93 gems7.0%2623.81.09×
Glock-18 | Neo-Noir (Factory New)weapon · covert1 in 67$27.63 42.5 gems11.0%6565.01.00×
Five-SeveN | Fairy Tale (Minimal Wear)weapon · classified1 in 67$15.96 24.55 gems6.4%4965.00.75×
SSG 08 | Turbo Peek (Factory New)weapon · classified1 in 25$9.31 14.33 gems9.9%157173.30.91×
AK-47 | Rat Rod (Factory New)weapon · restricted1 in 13$5.72 8.8 gems12.1%380346.61.10×
FAMAS | ZX Spectron (Factory New)weapon · restricted25.0%$3.28 5.05 gems21.8%1,0791083.01.00×
Glock-18 | Royal Legion (Minimal Wear)weapon · violet25.0%$1.61 2.47 gems10.7%1,1171083.01.03×
MAC-10 | Lapis Gator (Factory New)weapon · mil spec34.0%$0.42 0.65 gems3.8%1,4441472.90.98×
Values are Clash.gg's own item prices; EV share = odds × value ÷ EV. Hot / cold compares observed drops of each item with odds × openings; small expected counts are left blank. Odds read from clash:api/cases/details, 11 Nov, 17:55 UTC.

Biggest dropsfrom this case, by value

M4A1-S | Printstream (Factory New)weapon · covert$4.196.45 gems$262402 gems62.38x
M4A1-S | Printstream (Factory New)weapon · covert$4.196.45 gems$262402 gems62.38x
AWP | Containment Breach (Factory New)weapon · covert$4.196.45 gems$218335 gems51.90x
AWP | Containment Breach (Factory New)weapon · covert$4.196.45 gems$218335 gems51.90x
AWP | Containment Breach (Factory New)weapon · covert$4.196.45 gems$218335 gems51.90x
AWP | Containment Breach (Factory New)weapon · covert$4.196.45 gems$218335 gems51.90x
AWP | Containment Breach (Factory New)weapon · covert$4.196.45 gems$218335 gems51.90x

Latest dropsnewest first

Glock-18 | Royal Legion (Minimal Wear)weapon · violet$4.196.45 gems$1.612.47 gems0.38x
FAMAS | ZX Spectron (Factory New)weapon · restricted$4.196.45 gems$3.285.05 gems0.78x
Glock-18 | Royal Legion (Minimal Wear)weapon · violet$4.196.45 gems$1.612.47 gems0.38x
FAMAS | ZX Spectron (Factory New)weapon · restricted$4.196.45 gems$3.285.05 gems0.78x
Glock-18 | Royal Legion (Minimal Wear)weapon · violet$4.196.45 gems$1.612.47 gems0.38x
FAMAS | ZX Spectron (Factory New)weapon · restricted$4.196.45 gems$3.285.05 gems0.78x

Observed RTP over timedaily, 30 days

Observed RTP, dailyAdvertised 89.88%

Catalog changesprice, advertised RTP and contents, per capture

CapturedPriceAdvertisedItems
3 Nov, 01:59 UTC$4.1989.88%12
Each opening is tested against the capture in force when it happened; a price or odds change starts a new one.

listedcovert 2.5%classified 5.5%restricted 33.0%violet 25.0%mil spec 34.0%best hit $262 (62.38x)