Operation Wildfire Case

A case on Clash.gg (cs2), 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
$3.43
5.27 gems
Advertised RTP
89.87%
EV $3.08 from 29 items
Observed RTP, 30d
81.20%
7,575 openings, odds method
Variance
40.4×
of price², per opening
Tail share
1 in 61
of openings carry half the EV
Below price
95.9%
of openings return less than the price

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

observed, 95% bandadvertisedoutside bandsmall sample
24 hours
79.90%±39.62990 openings
7 days
82.97%±15.566,416 openings
30 days
81.20%±14.327,575 openings
since tracking started
81.20%±14.327,575 openings
39.5%79.8%120.0%

Windowsthe test per window

WindowOpeningsObservedDev.Method
24h99079.90%±39.6−0.5σodds
7d6,41682.97%±15.6−0.9σodds
30d7,57581.20%±14.3−1.2σodds
All7,57581.20%±14.3−1.2σodds
Enough sample: 100 openings and 5 expected rare hits (odds method) or 1,000 openings (sample method).

Items, odds and values29 items · odds sum to 1 · observed counts over 7,667 openings, 30 days

Share of the expected value, most valuable first; colour is the item's rarity.
ItemOddsValueEV shareObservedExpectedHot / cold
★ Bowie Knife | Crimson Web (Factory New)knife · covert1 in 5,000$976 1,501 gems6.3%01.50.00×
★ Bowie Knife | Case Hardened (Factory New)knife · covert1 in 5,000$474 730 gems3.1%41.52.61×
AK-47 | Fuel Injector (Factory New)weapon · covert1 in 313$245 377 gems25.4%1824.50.73×
★ Bowie Knife | Fade (Factory New)knife · covert1 in 5,000$238 365 gems1.5%21.51.30×
★ Bowie Knife | Slaughter (Factory New)knife · covert1 in 5,000$190 292 gems1.2%11.50.65×
★ Bowie Knife | Night (Factory New)knife · Covert1 in 5,000$176 271 gems1.1%11.50.65×
★ Bowie Knife | Blue Steel (Factory New)knife · covert1 in 5,000$169 260 gems1.1%11.50.65×
★ Bowie Knife | Forest DDPAT (Factory New)knife · #ffd7001 in 5,000$118 182 gems0.8%11.50.65×
★ Bowie Knife | Boreal Forest (Factory New)knife · knifes1 in 5,000$113 173 gems0.7%31.51.96×
★ Bowie Knife | Stained (Factory New)knife · covert1 in 5,000$112 172 gems0.7%11.50.65×
★ Bowie Knife | Urban Masked (Factory New)knife · knifes1 in 5,000$105 161 gems0.7%11.50.65×
★ Bowie Knifeknife · covert1 in 5,000$99.13 153 gems0.6%21.51.30×
★ Bowie Knife | Scorched (Factory New)knife · covert knife1 in 5,000$97.45 150 gems0.6%11.50.65×
★ Bowie Knife | Safari Mesh (Minimal Wear)knife · covert knife1 in 5,000$64.75 99.61 gems0.4%01.50.00×
AWP | Elite Build (Factory New)weapon · classified1 in 94$17.93 27.59 gems6.2%8281.71.00×
Desert Eagle | Kumicho Dragon (Factory New)weapon · classified1 in 94$17.54 26.99 gems6.1%7581.70.92×
Nova | Hyper Beast (Factory New)weapon · classified1 in 94$16.63 25.59 gems5.8%7781.70.94×
M4A4 | The Battlestar (Factory New)weapon · covert1 in 313$5.39 8.29 gems0.6%2624.51.06×
Glock-18 | Royal Legion (Factory New)weapon · restricted1 in 31$3.37 5.18 gems3.5%235245.00.96×
FAMAS | Valence (Factory New)weapon · restricted1 in 31$2.68 4.13 gems2.8%240245.00.98×
USP-S | Lead Conduit (Factory New)weapon · mil spec13.3%$2.33 3.58 gems10.1%1,0441021.21.02×
Five-SeveN | Triumvirate (Factory New)weapon · restricted1 in 31$2.24 3.44 gems2.3%251245.01.02×
MP7 | Impire (Factory New)weapon · restricted1 in 31$2.16 3.33 gems2.2%248245.01.01×
MAG-7 | Praetorian (Factory New)weapon · restricted1 in 31$2.16 3.32 gems2.2%253245.01.03×
Dual Berettas | Cartel (Factory New)weapon · mil spec13.3%$0.76 1.17 gems3.3%1,0691021.21.05×
Tec-9 | Jambiya (Factory New)weapon · Mil Spec Grade13.3%$0.74 1.14 gems3.2%9971021.20.98×
PP-Bizon | Photic Zone (Factory New)weapon · #4b69ff13.3%$0.73 1.13 gems3.2%9711021.20.95×
SSG 08 | Necropos (Factory New)weapon · #4b69ff13.3%$0.53 0.82 gems2.3%9991021.20.98×
MAC-10 | Lapis Gator (Factory New)weapon · mil spec13.3%$0.41 0.63 gems1.8%1,0641021.41.04×
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, 11:26 UTC.

Biggest dropsfrom this case, by value

★ Bowie Knife | Case Hardened (Factory New)knife · covert$3.435.27 gems$474730 gems138.5x
★ Bowie Knife | Case Hardened (Factory New)knife · covert$3.435.27 gems$474730 gems138.5x
AK-47 | Fuel Injector (Factory New)weapon · covert$3.435.27 gems$245377 gems71.45x
AK-47 | Fuel Injector (Factory New)weapon · covert$3.435.27 gems$245377 gems71.45x
AK-47 | Fuel Injector (Factory New)weapon · covert$3.435.27 gems$245377 gems71.45x
AK-47 | Fuel Injector (Factory New)weapon · covert$3.435.27 gems$245377 gems71.45x
AK-47 | Fuel Injector (Factory New)weapon · covert$3.435.27 gems$245377 gems71.45x
AK-47 | Fuel Injector (Factory New)weapon · covert$3.435.27 gems$245377 gems71.45x

Latest dropsnewest first

SSG 08 | Necropos (Factory New)weapon · #4b69ff$3.435.27 gems$0.530.82 gems0.16x
MAC-10 | Lapis Gator (Factory New)weapon · mil spec$3.435.27 gems$0.410.63 gems0.12x
SSG 08 | Necropos (Factory New)weapon · #4b69ff$3.435.27 gems$0.530.82 gems0.16x
MAC-10 | Lapis Gator (Factory New)weapon · mil spec$3.435.27 gems$0.410.63 gems0.12x
Tec-9 | Jambiya (Factory New)weapon · Mil Spec Grade$3.435.27 gems$0.741.14 gems0.22x
SSG 08 | Necropos (Factory New)weapon · #4b69ff$3.435.27 gems$0.530.82 gems0.16x
FAMAS | Valence (Factory New)weapon · restricted$3.435.27 gems$2.684.13 gems0.78x

Observed RTP over timedaily, 30 days

Observed RTP, dailyAdvertised 89.87%

Catalog changesprice, advertised RTP and contents, per capture

CapturedPriceAdvertisedItems
3 Nov, 01:59 UTC$3.4389.87%29
Each opening is tested against the capture in force when it happened; a price or odds change starts a new one.

listedcovert 0.8%Covert 0.0%#ffd700 0.0%knifes 0.0%covert knife 0.0%classified 3.2%restricted 16.0%mil spec 40.0%Mil Spec Grade 13.3%#4b69ff 26.6%best hit $474 (138.5x)