Imagen 4 shut down vs GPT Image 2
Imagen 4 is shut down. It is not a live pick against GPT Image 2. Use Nano Banana 2 for Google stills. Use GPT Image 2 when instructions have to stick.
10 min read
Imagen 4 is gone. Photoreal is Flux
Google shut Imagen 4. For photoreal product stills use Flux 2 Max at 6 credits. Google stills go to Nano Banana 2.
7 min read
Imagen 4 stills for central inverter cabinets
The utility-scale central inverter is an Imagen 4 still at 4cr, 4K, text-only prompt; inverter-oem already spent generic drive ads, and Veo nameplates on a cabinet are a kVA rating you cannot certify.
6 min read
Colposcope heads are Imagen 4 empty-optic plates at 4K, 4cr
Imagen 4 is 4K, 4cr, text-only; the optic is empty hardware, never a generated cervix — overlay working distance, no photoreal clinician.
6 min read
Fishfinder bezels: overlay kHz, Imagen 4 for the card
Photograph the bezel you sell and overlay transducer frequency as authored type. Imagen 4 is text-only, 4K, 4cr for the spec card — it will not paint a real sonar return, and a generated waterfall is a fake fish. Boat-dealer hull stills are a different SKU.
6 min read
Food metal detectors: overlay reject, use Imagen 4
Walk-through detectors already own the door frame; this leftover is the pipeline aperture still on a food belt, with reject sensitivity burned as authored type — Imagen 4 is 4cr, 4K, text-only for the unit plate, Veo digits on the control head are a fake validation, and no generated operators.
6 min read
H70 nozzles overlay MPa; Imagen 4 is 4cr, 4K, text-only
ev-charger-oem already locked the unit photo. H2 leftover is the H70 nozzle still with overlay MPa as authored type. Imagen 4 is 4cr, 4K, text-only for the spec board; Veo digits on a nozzle are a fake pressure class.
6 min read
Imagine Heart 1.5 is 4 credits at 4K
imagine-heart-1-5 is a text-to-image row at 4 credits and 4K — the same credit figure as Imagen 4, a different provider page, not a video family.
7 min read
Nano Banana 2 vs Imagen 4 vs Ideogram V4 for a label
Ideogram V4 (5 credits) letters the mark. Imagen 4 is retired on Versely. Nano Banana 2 (4 credits) edits an approved still. Overlay keeps type editable.
8 min read
Imagen 4 pico laser handpieces, never a face
Imagen 4 is 4cr, 4K, text-only: prompt the handpiece SKU, because this row will not take a clinic photo; overlay wavelength as type, and skip photoreal talking presenters and generated faces.
6 min read
Pipe-jacking shields: the face, not CIPP inversion
Photograph the shield OD you push: Imagen 4 is 4cr, 4K, text-only for the catalog plate, CIPP inversion already spent the labeled-stack job, and jacking OD is authored overlay rather than MiniMax inventing a different bore.
6 min read
Imagen 4 for SpO2 probe clips, not a fingertip
SpO2 clip-probe SKUs render in Imagen 4 at 4K, 4cr, text-only, then overlay the wavelength; never a generated fingertip, never a photoreal talking clinician, and the model cannot ingest a patient still.
6 min read
Crash carts: closed drawers and a checklist overlay
Facility plate of the cart you stock. Overlay the checklist. Do not generate a rescue or a talking code-lead.
6 min read
Dog parks: fence and gate stills, no fake owners
Imagen locks the civic fence you installed, then LTX I2V. Overlay hours. Generated handlers are extras. A pet-brand film is a different /for.
6 min read
Treehouse rental video: animate the real structure
Imagen locks the cabin, then I2V. A canvas tent at dusk is a different lodging SKU you skipped.
6 min read
Google Veo and Imagen sunsets, and what replaced them
Google shut down Veo 2.0 and 3.0 on June 30 and retired Imagen 4.0 from the Gemini API on August 17. What's replacing them, and what's still live.
7 min read
Imagen 4 vs DALL-E 4 vs Flux for enterprise in 2026
Deep enterprise comparison of Google Imagen 4, OpenAI GPT Image (DALL-E 4) and Flux 2 Pro across API SLAs, SynthID watermarking, content moderation, pricing per 1000 images, commercial rights and agency workflows in 2026.
16 min read
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