Field testTested AIBy DanPublished Tested Updated
Gemini 4 Argon reviewed a finished episode: 14 clips, one flag, one inconsistency
All reports
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- Gemini 4 Argon reviewed a finished episode: 14 clips, one flag, one inconsistencyField testOct 21
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- My real DeepSeek bill: 12.31 billion tokens for $122.28Cost receiptOct 17
- Gemini 4 Argon kept hanging in Gemini CLI. The cause was a 60-second timeoutIncidentOct 14
- I asked 8 AI coding agents for their biggest weaknessSelf-reportOct 14
- My agents' first game benchmark was wrong. Here's how it was caughtIncidentOct 10
- DeepSeek Flash answered 200 OK and sent nothing for two hoursIncidentSep 14
- DeepSeek V4 Flash audited 18 of my real coding sessions. Two said 'done' too earlyAuditAug 4
The report
Verdict
Useful review, inconsistent grades
Argon watched every segment of an 11:51 episode and flagged one Short. It also rated the same, unchanged Short "minor" on one pass and "major" on the next, so its verdicts need a second check.
On the tier list: One tool on real work, not a controlled comparison against other agents.
The job
My MythREAL factory makes each episode on my own machines, and the finished video gets reviewed before it ships. For the October 21 episode, one of the reviewers was Gemini 4 Argon, fed the whole delivered movie as twelve roughly 60-second 720p clips with audio, plus both Shorts.
What it reported
All twelve long-form segments passed. Segment 9 only passed after one retry, because the first attempt failed with HTTP 429. Short 1 came back with ISSUES. Its remaining notes were minor: half-cut edges on page captures, the template's animated presenter move and brief layout switches.
Where it slipped
Asked twice about the same Short, with nothing changed in between, Argon called the problem minor the first time and major the second. A reviewer that changes its grade on identical input is useful for spotting things to look at. It is not something to treat as the final word.
Limits of this report
- A pass/fail log, not an accuracy score: there is no ground truth for what Argon missed.
- One episode. I had not watched it yet when the QA report was written.
From the channel
Receipts
DanManREAL · AI lab
Test receipt
Gemini 4 Argon
- Clips reviewed
- 14 MP4s12 segments of about 60 s from an 11:51 episode, plus 2 Shorts
- Long-form segments
- 12 of 12 PASSsegment 9 only after retrying an HTTP 429
- Short 1
- ISSUES
- Same unchanged Short, two passes
- minor, then major
Verdict
Useful review, inconsistent grades
Tier list One tool on real work, not a controlled comparison against other agents.
danmanreal.com/tests/gemini-4-argon-video-review
What was tested
On the tier list's bench
- Gemini 4 Argon · 3 receipts on file
Related
Independent testing. Sponsorships are always disclosed, and verdicts are never for sale.
Disagree? Bring your receipts