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ProbabilityProbability · Updated September 2026

CS2 Major lipdukų kapsulių ROI: foil ir gold pelningumo matematika, laikymo laikotarpiai ir empirinė nuostolių kreivė

Statistinė lipdukų kapsulių atidarymo tikėtinos vertės, foil ir gold brangimo laiko po Major ir struktūrinių priežasčių, kodėl dauguma kapsulių atidarymo sesijų yra neigiamos EV, analizė.

Marcus Holt
CS2REF Research
10 min

Sticker capsule opening is a parallel mini-economy to case opening — same heavy-tailed reward structure, similar negative-EV-on-average profile, but with one important difference: the post-event price curve has a clear directional pattern that case openings do not. Capsules opened during a Major almost always lose money in the first 30 days; capsules held for 6 to 12 months frequently gain value. The math behind this asymmetry is the most important factor in capsule-opening expected value.

Capsule contents and rarity

A standard Major sticker capsule contains a single sticker drawn from a pool of 16 to 24 designs, with rarity weighting:

Standard Major capsule rarity distribution
RarityDrop chanceFoil odds within tierGold odds within tier
Paper (Mil-Spec)~80%~1%~0.1%
Holo (Restricted)~16%~1%~0.1%
Foil (Classified)~3.2%
Gold (Covert)~0.6%
Foil and gold within paper/holo are independent secondary rolls. The official 'Foil' Classified tier and 'Gold' Covert tier are separate from these secondary rolls — they appear directly as Classified or Covert pulls. Capsule design varies between team, autograph, and design types.

Per-capsule expected value at Major launch

Capsules typically launch at $1.00 USD per unopened container. The contents have an immediate-realization market value that varies by capsule type:

Approximate per-capsule EV at Major launch (immediate sale)
Capsule typeAvg paper valueAvg holo valueAvg foil/gold valuePer-capsule EV
Team capsule (mid-tier)$0.20$0.50$8 / $40$0.42
Team capsule (top tier)$0.30$1.20$25 / $180$0.95
Player autograph (mid-tier)$0.10$0.40$15 / $60$0.49
Player autograph (top tier)$0.20$1.50$50 / $400$1.85
EV calculations use 80/16/3.2/0.6 weighted averages of paper × (1 − foil/gold odds) + foil + gold contributions. Specific values depend on the Major and player roster.

For a capsule priced at $1.00, the immediate-sale EV ranges from -$0.58 to +$0.85 depending on type. Top-autograph capsules of high-roster Majors have historically launched with positive immediate EV; mid-tier team capsules typically launch negative.

The post-Major appreciation curve

The systematic feature of capsule pricing is the post-Major appreciation pattern. While the capsules are still being sold (typically the first 6–10 weeks of the Major and immediate aftermath), supply expansion suppresses prices. Once the capsule officially leaves the Steam Marketplace shop and supply is fixed, slow appreciation begins:

Empirical capsule price trajectory (selected past Majors)
Time post-Major endAvg capsule price (vs. $1.00 launch)Foil sticker price (% of post-Major peak)
Day 0 (Major end)$0.45–$0.7520–40%
Month 1$0.55–$0.9040–60%
Month 3$0.85–$1.2060–80%
Month 6$1.20–$1.8075–95%
Month 12$1.50–$2.5085–100%
Year 2$2.00–$4.00Reference (peak)
Trajectory varies by capsule type and Major roster. Top-roster autograph capsules show the strongest post-Major appreciation; mid-tier team capsules can stagnate.

Why this asymmetry exists

Three structural factors produce the post-Major appreciation pattern:

  1. Supply termination. Capsules are removed from the Steam Marketplace shop after the Major's promotion period ends. Once the official supply tap closes, the only new capsules entering the market are existing player inventory — a finite stock that decays via opening over time.
  2. Capsule consumption rate. Players continue opening capsules over months and years, removing them from circulation. Each capsule opened produces one sticker (which may itself be applied to a craft), so the unopened-capsule population shrinks monotonically.
  3. Sticker scarcity feedback. As foil and gold supply grow more slowly post-Major (only via continued opening), stickers themselves appreciate, and the capsules' EV rises in lockstep. This creates a positive feedback loop that lasts until equilibrium is reached at a new price level.

Foil and gold yield curves

Within the capsule supply, the foil and gold pulls follow distinct appreciation curves. Foils stabilize earlier (typically 3–6 months) because the absolute supply is large enough to sustain regular trading volume. Golds continue appreciating for 12–24 months because the population of golds is so small (effectively the entire viable population is established within months and any further trading is just churn within that fixed pool).

Foil vs. gold trajectory (mid-tier player autograph, indexed to year-1 price)
Time post-MajorFoil indexGold index
Day 05530
Month 37555
Month 69075
Month 12100 (reference)100 (reference)
Year 2110–120150–250
Year 4120–140300–500
Index values represent percentage of year-1 reference price. Golds continue to appreciate for years post-Major while foils plateau within 12–18 months.

Negative-EV opening: the true math

Combining the launch EV with the post-Major appreciation reveals why opening capsules during a Major is mathematically a poor decision. A capsule with $0.85 immediate EV at $1.00 launch price has a -$0.15 expected return on opening — but if held unopened, the capsule typically reaches $1.30+ at the 6-month mark. The opportunity cost of opening at launch is approximately:

Opportunity_Cost = Capsule_6mo_Price − Capsule_Launch_Price = $1.30 − $1.00 = $0.30
Plus the negative immediate-sale EV of opening = total expected loss of $0.45 per capsule opened at launch.

The opening-at-launch loss is structural: even on positive-immediate-EV capsules, the holder forgoes the post-Major appreciation. Capsule openers are paying a premium for the entertainment value of opening immediately and the small chance of pulling a top-tier gold within the first opening session.

The correct strategy if the goal is sticker acquisition

For traders who want stickers — not capsules — and who do not particularly care about the unboxing experience, the math points to a clear strategy:

  1. Buy stickers directly on the marketplace at their post-Major prices, which trough during the high-supply window in the months immediately after the Major.
  2. Avoid capsule opening entirely — the negative immediate EV plus the foregone capsule appreciation makes it a structural loss.
  3. If foil or gold accumulation is the goal, buy individual foils and golds at month 1–3 post-Major when supply is at its peak and prices are at their lowest.

Practical takeaways

  • Capsule immediate-sale EV at launch is typically negative for mid-tier capsules and moderately positive only for top-roster autograph capsules.
  • Capsules appreciate 40–80% over 6 months post-Major as supply terminates and consumption proceeds.
  • Opening-at-launch carries an expected $0.30–$0.50 opportunity loss per capsule versus holding.
  • Foils plateau in 12–18 months; golds continue appreciating for years.
  • If the goal is stickers, buy stickers directly at month 1–3 post-Major rather than opening capsules.

Capsule opening is the most clearly negative-EV activity in the CS2 economy because the math has a directional component that case openings lack. The post-Major appreciation curve is well-established across multiple Major cycles and shows no signs of breaking down. The traders who consistently profit from capsules are the ones who buy at launch, hold unopened for 12–24 months, and either resell the unopened capsules or open them only after the foil and gold supply has fully matured. Anyone who opens at launch is paying for the entertainment, not the expected value.

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CS2REF Research · 2026

Peržiūrėjo Marcus Holt· faktus patikrino Elena Voss· Paskutinė patikra: · Visa metodika

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