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Record the FLUX.2 klein Google brackets from four Gemini accounts
Three of four Google carriers clear with klein at or below 0.20, where it matches qwen-zimage's PSNR at 0.35, beats its LPIPS, and keeps the objects qwen-zimage redraws. The fourth is detected at 0.10 and inconclusive at 0.20, so there is no Google operating point yet. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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@@ -673,10 +673,17 @@ the two limiting carriers, against `qwen-zimage` at 22.4-24.0 dB and
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OpenAI klein is the worse engine. It is fast, under one second per image on a
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warm H100.
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Google is unmeasured. At 0.10 klein kept far more of the Google carriers
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(LPIPS 0.04-0.07 against `qwen-zimage` 0.11-0.19 at 0.35, which also redraws
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objects), but the Gemini Verify AI tool returned an empty answer on the
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first upload and "a tool error or quota limit" on the second, so no Google
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verdict exists yet. Outputs, reports and oracle records:
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`.local-eval/flux2-klein-2026-09-27/`.
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Google, through Gemini on four accounts (the first returned "a tool error
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or quota limit" and later "the usage quota for checks on similar images has
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been exceeded", so the rest went to three others, each result recorded
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against its own slot): one carrier `(0.05, 0.10]`, one clean at 0.10 with
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0.05 unchecked, one `(0.10, 0.20]` ("Part of this image was edited or
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generated with Google AI" at 0.10), and one `detected` at 0.10 and
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"inconclusive" at 0.20, so its floor is above 0.20 or unsettled. At 0.20
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klein matched `qwen-zimage` at 0.35 on PSNR (17.0-20.3 against 17.6-21.0 dB)
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and beat it on LPIPS (0.079-0.152 against 0.111-0.191), and it kept the
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objects `qwen-zimage` redraws (the meatball bowl, the sign lettering). That is
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the one place klein could win, but no Google operating point exists until the
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fourth carrier settles above 0.20 and a margin is added. Outputs, reports and
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oracle records: `.local-eval/flux2-klein-2026-09-27/`.
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@@ -61,8 +61,9 @@ This page is an index. Each finding lives in its canonical page.
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([removal research](synthid-removal-research.md#color-restoration-after-regeneration-2026-09-27)).
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FLUX.2 klein 4B was measured the same day: stock inpainting copies the
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source through its reference tokens and keeps OpenAI SynthID, and without
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them it clears OpenAI only at lower fidelity than `qwen-zimage`; its Google
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verdict waits on the Gemini tool
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them it clears OpenAI only at lower fidelity than `qwen-zimage`. On Google it
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keeps objects `qwen-zimage` redraws, but one of four carriers is not yet
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clean at 0.20
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([Chroma1 research](chroma1-engine-research.md#flux2-klein-as-a-global-stage-2026-09-27)).
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Still open:
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Z-Image-Turbo as global stages (with an Apple Silicon arm through mflux),
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