GEMINI LABJP
OMNI — The gemini-omni-flash-preview endpoint retires on September 30. Nineteen days left, which makes this the last realistic window for a migration pieceMIGRATE — Its replacement, gemini-omni-1.1-flash, went GA on August 27. An extend task continues a clip, and two images let the model interpolate between themRESOLUTION — video_config now takes a resolution of 360p, 720p, 1080p or 4k. Worth stating plainly that 1080p and 4K are produced by upscalingSAMPLING — temperature, top_p and top_k have been folded into the deprecated list. If you want less variance, the lever is now your prompt and structured outputTRANSCRIBE — gemini-3.5-transcribe covers utterance-level language detection across 85+ languages, speaker diarization, word-level timestamps, and up to 1,000 custom termsFLASH — Gemini 3.8 Flash reached GA on September 2, and Lyria 3.5 opened in public preview a day later, generating full songs from text and image inputOMNI — The gemini-omni-flash-preview endpoint retires on September 30. Nineteen days left, which makes this the last realistic window for a migration pieceMIGRATE — Its replacement, gemini-omni-1.1-flash, went GA on August 27. An extend task continues a clip, and two images let the model interpolate between themRESOLUTION — video_config now takes a resolution of 360p, 720p, 1080p or 4k. Worth stating plainly that 1080p and 4K are produced by upscalingSAMPLING — temperature, top_p and top_k have been folded into the deprecated list. If you want less variance, the lever is now your prompt and structured outputTRANSCRIBE — gemini-3.5-transcribe covers utterance-level language detection across 85+ languages, speaker diarization, word-level timestamps, and up to 1,000 custom termsFLASH — Gemini 3.8 Flash reached GA on September 2, and Lyria 3.5 opened in public preview a day later, generating full songs from text and image input
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Gemini Advanced/2026-07-28Advanced

When Version Numbers Stopped Meaning Generations: Rebuilding Cost Attribution That Parsed Model IDs

A regex that derived generation and tier from Gemini model IDs broke quietly once Flash reached 3.6 while the top Pro stayed at 3.5. Here are the runnable probes, the attribution gap between regex-derived and registry-joined rollups, and the redesign that treats model IDs as opaque keys.