Start with the clip’s source and seek confirmation from the developer or publisher; appearance alone cannot prove whether leaked game footage is genuine or CGI. A real capture may be edited, unfinished, or filmed from a development build, while CGI can imitate gameplay. Some clips are genuine but altered or given a false caption, so assess the specific claim rather than treating the video as simply real or fake.
Trace the clip’s source before judging its appearance
- Write down the claim. Note which game the clip is said to show, what build or date is claimed, and what the uploader says it proves.
- Find the earliest available upload. Follow reposts back as far as possible. Check the uploader’s connection to the game and whether the claimed date or context has independent support. A confident caption or a widely shared repost is not authentication.
- Look for direct confirmation. Check the developer’s or publisher’s official channels for the clip or a statement that identifies it. Confirmation that a leak occurred is not necessarily confirmation that this particular circulating copy is authentic and unaltered.
Bellingcat describes tracing earlier sources by searching video thumbnails and screenshots and comparing upload dates. It also documents cases in which a clip’s apparent context was wrong: Bellingcat’s video-verification guide.
Inspect several moments, not one suspicious frame
Review the full clip, then pause on distinctive frames. Look for game-specific assets, readable interface text, repeated animation patterns, and whether objects, shadows, and interactions remain consistent as the scene changes. For suspected CGI, ask whether camera movement and object behavior make sense across multiple moments, and whether apparent controls produce coherent game-like responses.
These are clues, not proof. A real development capture can contain bugs or unusual effects; a CGI clip can add a HUD, imitate camera movement, or deliberately include glitches. The official sources reviewed do not establish a visual test that reliably separates every genuine game capture from CGI.
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Why common visual clues can mislead
Bohemia Interactive lists HUD elements, unnatural particles, unrealistic vehicles or uniforms, low resolution, darkness, shaky camera work, and missing or artificial-feeling sound as cues to examine in Arma 3 footage misrepresented as real-world combat. Those examples concern a specific kind of miscaptioned video; they are not a universal checklist for authenticating leaked gameplay. A dark or low-resolution clip, for example, does not by itself show that someone is hiding CGI.
For context, Bohemia Interactive’s article reports the company’s efforts to flag misleading Arma 3 videos to platforms. Its PR Manager, Pavel Křižka, said: “We’ve been trying to fight against such content by flagging these videos to platform providers (FB, YT, TW, IG etc.), but it’s very ineffective.” Read the company’s October 10, 2023 article.
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Search for earlier versions and compare particulars
Take screenshots of distinctive moments—especially frames with readable text, unusual objects, or recognizable scenery—and reverse-search them, including as video thumbnails where possible. Compare any result with care: cropping, mirroring, overlays, or color changes can make a match harder to find. A failed search does not prove the clip is original.
If several versions turn up, compare their upload chronology, edits and continuity, game-specific details, disclosures, and any independent or official corroboration. Specific details are more useful than a general resemblance to a game’s visual style.
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Check labels and metadata, but do not treat either as a verdict
On YouTube, expand the video description and inspect the “How this content was made” section. YouTube says labels may identify meaningful synthetic or altered content and may carry forward certain valid C2PA Content Credentials disclosures. The label’s absence does not establish that a clip is genuine; not every synthetic clip will necessarily be labeled. YouTube’s altered or synthetic content disclosure guidance.
Metadata can add context when it is available, but reposting and transcoding may strip or change it. Do not infer a recording date or game build from a filename, codec, upload timestamp, or missing metadata alone. The sources here do not establish any one of those fields as conclusive proof of origin or age.
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Use a conclusion that matches the evidence
- Confirmed: An official source identifies this clip or its source.
- Likely: Multiple independent clues support the attribution, but direct confirmation is missing.
- Unverified: The available evidence does not establish where the clip came from.
- Misleading or altered: Evidence contradicts a particular caption, edit, or context. Specify what is contradicted instead of calling the entire clip fake without support.
Some publishers may use forensic watermarking to attribute gameplay visuals to a user or build. Irdeto describes Denuvo as using invisible, user-unique fingerprints and a detection portal, but this is a vendor-described publisher service—not a public test that every viewer can use. Irdeto’s Denuvo anti-piracy page.
Consider the publisher’s rules before sharing leak footage
Policies vary by publisher. Rockstar’s policy page, last updated January 10, 2025, says it will take down footage from leaked pre-release copies of its games, regardless of how the copy was obtained. That is Rockstar’s stated policy, not a rule that applies to every publisher. Rockstar’s legal information.
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