Their stage. Their skins. Their economy.

01 / THE RECORD557 OF 559

The exception is
playing without one.

557 of 559 player–Major records include an inspection of at least one weapon with a skin. That is 99.6%. The same pattern runs through all seven events.

WHAT “SHOWCASE” MEANS HERE

A live shop window inside the match. The player is the reference point. The skin becomes recognisable through repeated play; Inspect lifts and turns the object so the finish itself becomes the subject. The same object has a market name and a price.

Recognise the player→Recognise the skin→Want the item

99.6%

At least one skinned weapon in the inspect record.

557 with a skin2 default-only records

One square = one nickname at one Major. Repeat appearances count again.

TABLE 01 / The same pattern, event after event
Major	With a skin	Share of records	Skinned inspects	Skinned hours
Stockholm 2021 ↗CS:GO · 70 maps	78 / 78	100.0%	101,221	43.19player-hours
Antwerp 2022 ↗CS:GO · 71 maps	78 / 79	98.7%	105,494	41.27player-hours
Rio 2022 ↗CS:GO · 68 maps	79 / 79	100.0%	134,474	53.94player-hours
Paris 2023 ↗CS:GO · 67 maps	77 / 78	98.7%	104,496	44.77player-hours
Copenhagen 2024 ↗CS2 · 73 maps	79 / 79	100.0%	154,139	7.01player-hours
Shanghai 2024 ↗CS2 · 72 maps	84 / 84	100.0%	155,810	6.15player-hours
Austin 2025 ↗CS2 · 70 maps	82 / 82	100.0%	192,598	7.34player-hours

Source: all-weapon player and event reports; hours summed from mapped inspect intervals. Download the calculation ↗

“Cosmetic” describes what an item does to a weapon’s stats.
It does not describe what it does to demand.

A professional player is more than another account in the player base. On the Major stage, the player is a reference point: a favourite team, a recognisable loadout, an object an audience can identify and want. The ordinary-player average does not answer what this stage puts on display.

02 / TIME SPENT LOOKINGF / INSPECT

The skin becomes
the moving foreground.

A knife spins. A rifle turns its artwork towards the player. Inspect gives the cosmetic its own presentation inside the game. Explore eight new excerpts and the original frame study, then compare the item, the gloves and the rest of the frame.

INSPECT ROOM / 09 EXAMPLESChoose an item · scroll the filmstrip →

Loading examples…

FIRST-PERSON VIEW / PARACORD KNIFE · CRIMSON WEBREADY / FIRST-PERSON VIEW

Playback LoopOpen clip ↗

Is one Inspect animation always 5 or 5.5 seconds?

No single duration applies across weapons and animations. A clip can contain the draw, a flourish, the inspect pose, a held pose and the return; the action may also repeat or be interrupted. The new excerpts run for 9–18 seconds. Their playback clock measures the excerpt, not one universal animation cycle.

The archive’s 203.66 hours count recorded Inspect-button intervals across players. The video examples and sampled screen-area percentages explain what the mechanic looks like; they do not replace those measurements.

Butterfly video · Dragon Lore video · All examples and measurement data

ALL SKINNED WEAPONS203.66player-hours

of recorded inspect-button intervals on items with a non-default finish.

948,232skinned inspect records

205.43 hall inspect records

What exactly is timed? ↗

SCREEN SHARE / ANNOTATED SAMPLES

How much of the frame is the object?

Choose one of the annotated moments to see the visible weapon and gloves. Pink and cyan mark the measured surfaces; grey is the rest of the frame. Dim the background to examine the foreground. The denominator is the full 640 × 360 source frame.

2.5 s / Inspect

Show measured surfaces Follow the clip · nearest annotated frameDim the background · illustration

THIS FRAME / APPROXIMATE

of this frame occupied by the object and gloves

Download frame measurements ↓

Sampled screen area over the clip

Pink: object · cyan: gloves · grey: rest

Each column represents 100% of its frame. “Rest” includes the scenery, HUD and sleeves; it is not a separately traced scenery mask.

Coordinates, sources & calculation

Each example has its own sampled timestamps and manually traced visible surfaces. The weapon includes its visible finish, handle or body and any applied stickers. Gloves are traced separately; sleeves and gaps between objects are excluded. Overlap is counted once. Foreground gloves take precedence in the new traces; the earlier Paracord trace retains its original weapon-first rule. The remaining pixels are labelled “rest of frame”: scenery, HUD, sleeves and any other untraced content.

Weapon and glove pixels ÷ (640 × 360) × 100. These are approximate manual measurements of selected frames, not continuous segmentation. Each new excerpt has two annotated moments; the retained Paracord study has six. Different cameras, viewmodels and scenes do not form a controlled experiment.

The dimmed-background view is an editorial aid. It does not represent eye tracking, a saliency model or measured viewer attention. The illustrations are separate from the seven-Major records below. Visible animation intervals are approximate and are not demo input measurements.

All outlines, timestamps, source links and file hashes · JSON ↓
All frame measurements · CSV ↓

THE SCENE STAYS. THE ITEM PERFORMS.

A small share of pixels can carry the show.

The world can occupy most of the screen while a blade spins directly in front of it. Dragon Lore offers a different presentation: the rifle turns its broad decorated side towards the player. Motion, proximity, colour and recognisable finishes give the cosmetic a distinct role within the play view.

Our argument: this is a product display built into play. On the tournament stage, the player’s equipment becomes part of the image fans recognise and want to reproduce. Cosmetic performance is still presentation, even when it adds no weapon performance.

The percentages measure visible surface area. They cannot tell us what percentage of a viewer’s attention went to the object. The repeated display and accumulated Inspect time are documented separately below.

Time-weighted shares; the 98.7% figure elsewhere counts Inspect records. Player intervals can overlap. These are shares of recorded Inspect time, not shares of match duration, broadcast duration or viewer attention.

Where those hours accumulate

Show

Bars share a zero baseline. CS:GO and CS2 use different input implementations; their recorded button durations are not equivalent animation lengths. Counts and hours are summed across simultaneous players, not a broadcast timeline.

From a demo interval to the number on this page

For each mapped skinnable-weapon record: max(0, end_s − start_s). For the skinned total, retain paint_kit ≠ 0. Sum across players and maps, then divide by 3,600.

733,185.415 seconds÷ 3,600203.6626 hours

The parser observes the inspect input state. It does not record the broadcast director’s camera, animation completion or the number of viewers. An item can remain visible outside Inspect; these hours are not the full time a skin appears in play.

03 / ALWAYS IN THE FRAMETHE GLOVE LAYER / 122 MATCH SERIES

The knife goes away.
The gloves remain.

The weapon changes. The gloves stay. In ordinary first-person play, the gloves are part of the visible hands: holding the rifle, drawing a knife, reloading and inspecting. They do not need a separate Inspect action to be displayed.

Non-default glove finishes are market-valued cosmetic items, separate from the free default gloves. A player may buy, trade, borrow or receive a pair; the cosmetic value is there regardless of who paid. 374 of 390 player–Major glove records use a non-default pair.

“Stay” describes the equipped first-person hands, not uninterrupted visibility in every frame. Spectator camera changes, death, menus and other views interrupt that visibility.

A player switches from a knife to a rifle. The gloves stay on the hands holding it. Their visual presence does not depend on pressing Inspect.

Weapon finishes occupy the held object. Gloves occupy the hands around it: shooting, reloading and inspecting all take place in the same first-person view. They recur throughout active play, rather than in one isolated showcase animation.

Sport Gloves / Pandora’s Box, Steam catalogue illustration — Sport Gloves / Pandora’s BoxSteam catalogue illustration

95.9%374 of 390 player records
have skinned gloves

1,909.37 hsummed tracked player spans
associated with skinned gloves²

² From the supplied glove report’s time field: first-to-last tracked player spans, summed across players. These spans include time when a player is not the observed camera or their hands are not visible; they are not measured screen exposure. Glove and inspect hours overlap and must not be added. Glove records ↗

04 / SEVEN MAJORSSTOCKHOLM → AUSTIN

Different winners.
The same showcase.

Select a Major. Follow the teams, the recorded matches and the skins behind the event-level totals.

The emblem on each selector identifies that Major’s champion. Team artwork is taken from in-game tournament stickers.

05 / THE DEMAND MACHINETHE LINK TO THIS INVESTIGATION

The match is also
an advertisement.

Our argument is direct: repeated display by admired professionals advertises the objects, even without a price tag or a sponsor’s logo. Valve backs the stage, creates the items and controls the Steam infrastructure through which those items circulate. “Only cosmetic” describes their lack of a performance advantage; it does not remove their commercial function.

01 / VALVE-BACKED STAGEThe Major

Professional competition and the players fans follow.

02 / REPEATED DISPLAYThe recognisable item

The finish, knife and gloves become part of a player’s on-screen identity.

03 / ASPIRATION“I want that one.”

Our argument: admired players turn visible items into desirable objects.

04 / THE ECONOMYOne item. Two markets.

Steam supplies the item infrastructure. Price discovery and cash trading extend onto external venues.

Follow the market mechanics →

The dataset measures professional use and inspect activity. The demand pathway above is the investigation’s interpretation of that exposure; it is not a measured sales-conversion rate.

Valve is inside the picture.

Valve’s first Major announcement explicitly linked its tournament prize fund to revenue from in-game items. Its Major rulebook sets requirements for organisers and includes the use of players’ likenesses in Counter-Strike-related media. The platform, competition and item economy are connected by design.

Valve’s prize-fund announcement ↗Valve’s Major rulebook ↗

Free to play. Not free from the sales pitch.

For a young fan learning the game, professional matches and the surrounding player culture can make a knife more than equipment: it becomes a recognisable sign of belonging. “My favourite player has it” is the demand mechanism this investigation examines.

Our sample makes the visible norm concrete: 557 of 559 player–Major records include skinned-weapon Inspect; 98.7% of recorded weapon inspections concern skins; 95.9% of glove records use a non-default pair. A free default exists. On this stage, the priced alternative dominates.

When someone says “many players use no skins”, who counts?

Ask for the denominator: active Counter-Strike participants, all Steam accounts, idle accounts or automated accounts? Ask for the time window and definition of “uses a skin”. A platform-wide total does not describe the professional example that a fan watches.

This dataset cannot establish which accounts Valve includes. Bots and idle-hour activity are questions for that methodology, not findings proved by these demos. Here, the denominator is explicit: the recorded players at seven Majors.

THE ACQUISITION QUESTION

The finish is visible.
The supply chain is not.

A coordinated premium loadout does not require the player to win every item from a case. Direct purchases, trades, collector loans and sponsor-supplied items are alternative routes. Our working hypothesis is that external sourcing helps put desirable items on this stage; these match records establish use, not which route a particular player took.

The tension is explicit in Valve’s current tournament rules. Section 2.4(e) restricts broadcasts from displaying material that violates Valve’s agreements, naming case-opening and skin-trading sites, and restricts sponsorships tied to Valve’s game economies. The external brand can be excluded while the desirable inventory remains on screen.

Valve’s tournament licence · §2.4(e) ↗

Current rule cited as context; it is not applied retroactively to all seven sampled events. Individual purchases, loans and sponsorships require transaction or contract evidence.

The player becomes the reference.
The skin becomes the aspiration.
The market sells the object.

06 / THE CARRIED VALUE122-MATCH SUBSET

More than a
colour on a weapon.

Pricing the observed cosmetic classes at the checked market floors gives a $6,127,115 matched-price subtotal across 395 player–Major loadout records. The average subtotal is $15,512.

$6.13msummed matched-price subtotals

93.0%5,932 of 6,381 recorded weapon slots skinned

96.7%

382 of 395 records exceed $2,000 before individual-item premiums.

384 exceed $1,800. Missing quotes add nothing to these subtotals: 43 of 6,044 selected item observations remain unpriced, across 42 records. A subtotal is not a complete inventory valuation.

The loadout layer records carried weapons beyond the Inspect button. All 396 player–Major records in this subset have at least one skinned weapon. The separate pricing selection yields 395 records. Prices are current catalogue-class references checked on 5 October 2026, applied to historical observations.

TABLE 02 / The value carried through the sample
Major	Series covered	Records	Average subtotal	Summed subtotals
Stockholm 2021	1 / 40	10	$18,302	$183,024
Antwerp 2022	3 / 40	25	$16,334	$408,356
Rio 2022	4 / 40	39	$11,107	$433,162
Paris 2023	28 / 40	80	$13,312	$1,064,979
Copenhagen 2024	37 / 40	80	$15,993	$1,279,455
Shanghai 2024	22 / 40	78	$17,532	$1,367,501
Austin 2025	27 / 40	83	$16,755	$1,390,638

Current listing floors, not historical purchase prices or completed sales. The selection takes the earliest demo-relative observation per weapon slot and player–Major group, plus one glove pair; it does not establish ownership or a complete personal inventory. Repeated players and borrowed items may be represented. Corrected player subtotals CSV ↓ · Every selected item and quote CSV ↓ · Major totals CSV ↓

07 / PLAYER FILESTHE PERSON · THE OBJECT · THE VALUE

Your favourite player.
A priced collection.

Select a player and a Major. See the finishes they inspected most, the time accumulated on each item and the matched-price subtotal for their recorded loadout.

Our pricing strategy: the lower end of the matching market class

Model, finish, phase and wear must match. The price layer uses normal-item listing floors published in Waxpeer’s model catalogues, checked on 5 October 2026. It does not replace a Sapphire with a generic Doppler or price one knife model as another.

Exact float, pattern seed, stickers, StatTrak, Souvenir status and provenance are outside this calculation. Rare combinations can be worth multiples of the class baseline. We do not assume that every item carries such a premium, and we do not claim these asks are the purchase price or current value of the player’s exact item.

These current references are applied to historical Major observations. An absent exact quote stays unpriced. Loadout panels show the subtotal of matched quotes and their coverage.

For the individual collectible, consult SkinsAtlas pro inventories ↗ and the player’s Waxpeer profile. These profiles describe current inventories, which can differ from the sampled match.

Correction record: the original knife lookup confused eight model names, affecting 68 displayed skinned-item variants and one default-knife aggregate. Models and phases now resolve from item-definition and paint-kit IDs in the supplied catalogue. Original CSVs remain unchanged as source records; their affected labels and valuations are superseded by the corrected layer.

Identity and price correction log ↓ · Price snapshot and provenance ↓ · All displayed item prices CSV ↓ · Corrected catalogue CSV ↓

MajorPlayer / MajorOrder players by

Loading the player files…

Open “Price & source” for the exact catalogue class, checked quote and pricing method. Original reports remain downloadable; corrected prices and model labels are documented above.

THE MOST INSPECTED FINISHES

What keeps returning to their hands.

Ranked by summed player Inspect time across the seven Majors. Each row opens the players who inspected that exact finish, phase and wear class.

08 / EXPLORE THE DATATHE RECORD IS OPEN

From the headline
to the individual row.

Search the recordsMajorSort

One row per nickname–Major group; inspect time includes default and skinned weapons.

EVERY TABLE / ORIGINAL PRECISION

Open the collection.

All 16 report tables, with individual CSV downloads. The raw map tables sit beneath them; the data pack keeps the collection together.

01 / Knife records by player556 rows · CSV