When to pick GPT Image 1.5
GPT Image 1.5 is a catalog row with a specific job. Here is when it earns the credit spend and when to route elsewhere.
6 min read
When to pick GPT Image 2 Text to Image
GPT Image 2 Text to Image is a catalog row with a specific job. Here is when it earns the credit spend and when to route elsewhere.
6 min read
Imagen 4 when photoreal matters
Imagen 4 is for photoreal stills when the product has to look photographed before you animate.
7 min read
When to pick Imagen 4
Imagen 4 is a catalog row with a specific job. Here is when it earns the credit spend and when to route elsewhere.
6 min read
Nano Banana 2 for rapid stills
Nano Banana 2 is the cheap fast still when you are iterating product crops before any video row.
6 min read
When to pick Nano Banana 2
Nano Banana 2 is a catalog row with a specific job. Here is when it earns the credit spend and when to route elsewhere.
7 min read
When to pick Nano Banana
Nano Banana is a catalog row with a specific job. Here is when it earns the credit spend and when to route elsewhere.
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
Kling V3 text-to-image is 3-credit stills, not Kling video
kling-v3-text-to-image is a leftover published row: text-to-image, 3 credits, no still required. It is not Kling Video V3 I2V, not Kling 3 Turbo, and not a generate you can prompt into motion. Pin this for the plate; pin a video row for the clip.
6 min read
Anodize: the color chip is the product
Still first. Motion optional.
4 min read
Flux Schnell: lock this still before you buy motion (1cr)
Flux Schnell is the stills row. Animate after approval. Do not generate the pack inside the video model.
4 min read
generate_images makes a still, not a clip
generate_images is one still job. Routing a photo edit or a video ask through it burns the wrong credits.
4 min read
Meta Pulled Its Instagram AI Feature in 3 Days
An Instagram feature that auto-enrolled every public account lasted 72 hours. Five checks to run before you build a workflow on a brand-new platform feature.
8 min read
Qwen-Image 3.0 shipped with no weights
Qwen-Image 1.0 and 2.0 were Apache-2.0 with same-day reports. 3.0 landed with no weights, no licence, no report and no model card. What to do now.
7 min read
Short prompts or long prompts: what models want
A 12-word prompt and a 120-word one fail differently. Per-class length targets, plus the ordering rule that keeps your one non-negotiable clause alive.
9 min read
Which image models hold architectural perspective
Bowed lines, disagreeing vanishing points and drifting facade counts sink generated architecture. The traits that help, and the prompt that fixes interiors.
9 min read
How to fill a 4,500-token prompt window
Long-window image models take far more instruction than most prompts supply. A block structure for long prompts, and where extra tokens stop mattering.
8 min read
Edit Models vs Generate Models: A Selection Table
71 text-to-image, 42 edit-image, 30 image-to-image models — and only 3 do all three. A job-first way to pick the right one instead of shopping by brand.
7 min read
Ideogram 4 Goes Open Weight: What Design Teams Get
Ideogram 4 shipped with public weights and JSON-structured caption control over composition, typography and layout — what it means for brand graphics.
7 min read
Logo Marks: What Models Draw Well and What Needs a Designer
Generated logos excel at divergent concepts and lockup variants. They struggle with true geometric precision and legibility at 16 pixels. Here's the split.
8 min read
MAI-Image-2.5: Microsoft's Quiet Contender for Image Editing
Microsoft's MAI-Image-2.5 debuted #2 on Arena for image editing from inside PowerPoint and OneDrive. What it edits, and how to run it on Versely for 5 credits.
7 min read
Nano Banana 2 Lite: When the Cheap, Fast Tier Is Enough
A decision guide to Google's Nano Banana 2 Lite: which jobs belong on the fast, low-cost tier versus full Nano Banana 2, with batch-workflow examples.
8 min read
Dense Infographics With Seedream 5.0 Pro: Data-Heavy Posts That Read
A workflow for turning stats, comparisons and step lists into carousel-ready infographics with Seedream 5.0 Pro, ByteDance's dense-layout image model.
7 min read
Legible Text in AI Images: Seedream 5.0 and Ideogram 3
How to get legible text in AI images with Seedream 5.0 Pro and Ideogram 3: typography prompts, multi-language rendering, and when each model wins.
6 min read
Related topics
Text To ImageShort Form Video291AI Video Generator284Brand Video Marketing282Content Creation261Image To Video224Content Marketing196Social Media Strategy152Brand Growth115Credits100First Last Frame95Seedance 2 584Captions82AI Video71Text Overlay69Vidu Q369Digital Marketing68Video Generation68Ideogram V467Agent66AI Advertising64Finishing64Text To Video62Flux 360Video Editing60Free Tools56Viral Video Strategy55Native Audio52Business Video51Character Consistency51Workflows51Instagram Reels49Qwen Image 348AI Disclosure47VEO 3.147Voice Cloning46AI UGC45Kling 3 Turbo43Content Strategy42Team Productivity40AI Lipsync39Seedance39Product Video38Marketing Automation37Image Editing35TikTok Marketing35Video SEO35Seedream 5 Pro34Likeness33Post Production33Text To Speech33Ypp Health33Image Generation32YouTube Shorts30Compliance29Faceless YouTube29Minimax H329Reference To Video29Voiceover29Wan 2.728Trending Videos27Accessibility26Recreate26UGC26API25Prompting25Youtube25UGC Ads24Caption Styles22Client Contracts22Hailuo 2 3 Fast22Sora 2221080p21Luma Ray 221Model Selection21Picture Lock21Prompt Engineering21Tiktok21Video Prompting21Workflow21Brand Consistency20Motion Control20Retention20Timed Overlays20Agency Operations19AI For Creators19Audio Mixing19Kling Omni19Agent Jobs18Camera Control18Continuity18Creator Economy18Hooks18Ideogram18Kling Motion Control18Kling O118Model Routing18AI Content Pipeline17AI Video Workflows17Imagen 417Reference Images17Talking Head17Typography17Veo17Youtube Monetization17AI Music Generator16Eu AI Act16Grok Imagine16Kling16Kling 3.016Seasonal Content16Talking Head Video16Usage Rights16AI Music15AI Video Pricing15Audience Retention15Color Grading15Creative Testing15Inpainting15Quality Control15Sound Design154K14AI Content Workflow14AI Dubbing14AI Video Editing14AI Voiceover14Aspect Ratio14Automation14Edit Video14Likeness Rights14Temporal Consistency14Wcag14Ypp14Analytics13Article 5013Auto Captions13Brand Kit13Brand Safety13Bytedance13Content Repurposing13Copyright13Dubbing13Frame Rate13Hook Pack13Localization13MCP13Suno13TTS13AI Disclosure Rules12C2pa12Cinematic AI Video12Disclosure12Explainer Video12Pricing12Production Workflow12Prompt Adherence12Recraft V412Seedance 1 Pro Fast12Synthetic Media12Upscaling12Vertical Video12Youtube Policy12