studioglobal
答案公共網址2026年4月22日65 來源

搜尋及事實查核:GPT Image 2 比 GPT Image 1.5 做 app screenshot、UI mockup、桌面介面場景會唔會自然啲?

單靠目前呢批官方文件片段,未能證實 GPT Image 2 比 GPT Image 1.5 做 app screenshot、UI mockup、桌面介面場景時「自然啲」。結論係:Insufficient evidence;現有證據只顯示兩個模型同一般 image generation 文件都存在,但冇見到官方比較、基準測試,或者專門講 UI/介面場景質素的描述。[2][3][4][6][7] 可確認到嘅事 OpenAI API...

單靠目前呢批官方文件片段,未能證實 GPT Image 2 比 GPT Image 1.5 做 app screenshot、UI mockup、桌面介面場景時「自然啲」。結論係:Insufficient evidence;現有證據只顯示兩個模型同一般 image generation 文件都存在,但冇見到官方比較、基準測試,或者專門講 UI/介面場景質素的描述。[2][3][4][6][7] 可確認到嘅事 OpenAI API 文件中有 GPT Image 1.5 模型頁面。[2] OpenAI API 文件中有 GPT Image 2 模型頁面。[6] OpenAI API 文件中有一般 image generation 相關指

重點

  • 單靠目前呢批官方文件片段,未能證實 GPT Image 2 比 GPT Image 1.5 做 app screenshot、UI mockup、桌面介面場景時「自然啲」。結論係:Insufficient evidence;現有證據只顯示兩個模型同一般 image generation 文件都存在,但冇見到官方比較、基準測試,或者專門講 UI/介面場景質素的描述。[2][3][4][6][7]
  • ## 可確認到嘅事

研究答案

單靠目前呢批官方文件片段,未能證實 GPT Image 2 比 GPT Image 1.5 做 app screenshot、UI mockup、桌面介面場景時「自然啲」。結論係:Insufficient evidence;現有證據只顯示兩個模型同一般 image generation 文件都存在,但冇見到官方比較、基準測試,或者專門講 UI/介面場景質素的描述。[2][3][4][6][7]

可確認到嘅事

  • OpenAI API 文件中有 GPT Image 1.5 模型頁面。[2]
  • OpenAI API 文件中有 GPT Image 2 模型頁面。[6]
  • OpenAI API 文件中有一般 image generation 相關指南。[3][4]
  • API 參考中見到回應結構包含 screenshot 類型的輸出欄位。[1]

但證據缺乏嘅位

  • 目前提供嘅片段,冇任何一句直接話 GPT Image 2 在 app screenshot、UI mockup、桌面介面場景上比 GPT Image 1.5 更自然。[2][6]
  • 目前提供嘅片段,亦冇 benchmark、side-by-side 範例、質量評測指標,去支持「更自然」呢個結論。[2][3][4][6][7]
  • 現有片段冇清楚列出兩者在 UI fidelity、文字準確度、排版一致性、介面 realism 呢幾項的比較結果。[2][6]

較穩陣嘅判斷

  • 如果只做事實查核,答案應該係「未有足夠證據證明 GPT Image 2 一定比 GPT Image 1.5 更自然」。[2][6]
  • 如果你要落實採用邊個模型,最好要求同一組 prompt 做 A/B 測試,重點比較:
    • UI 排版有冇走樣
    • 細字可讀性
    • icon / button 一致性
    • screenshot 感是否自然
    • desktop scene 有冇不合理元素

如果你想,我下一步可以幫你整一份專門測 app screenshot / UI mockup / desktop scene 嘅 A/B 測試 prompt 清單。

支持視覺效果

nvidia launches ising open source quantum ai models
nvidia launches ising open source quantum ai models
Prioritize zero-click visibility over rankings
Prioritize zero-click visibility over rankings
Germany urges lighter AI rules for industry
Germany urges lighter AI rules for industry
google launches gemini 3 1 flash tts
google launches gemini 3 1 flash tts
Watermarks meet on-device AI writers
Watermarks meet on-device AI writers
openrouter launches elephant alpha
openrouter launches elephant alpha
LemonSqueezy
LemonSqueezy
The original pool with an inflatable flamigo replacing the mask
The original pool with an inflatable flamigo replacing the mask
The original pool with an inflatable flamigo replacing the mask
The original pool with an inflatable flamigo replacing the mask
A beige coffee mug on a wooden table
A beige coffee mug on a wooden table
A mask in part of the pool
A mask in part of the pool
A mask in part of the pool
A mask in part of the pool
A pink room with a pool
A pink room with a pool
A pink room with a pool
A pink room with a pool
A similar cat and dog
A similar cat and dog
A cat and an otter
A cat and an otter
A cat and an otter
A cat and an otter
A cat and a dog
A cat and a dog

研究對話

研究問題

搜尋及事實查核:GPT Image 2 比 GPT Image 1.5 做 app screenshot、UI mockup、桌面介面場景會唔會自然啲?

Studio Global AI40 來源

引用的答案

單靠目前呢批官方文件片段,未能證實 GPT Image 2 比 GPT Image 1.5 做 app screenshot、UI mockup、桌面介面場景時「自然啲」。結論係:Insufficient evidence;現有證據只顯示兩個模型同一般 image generation 文件都存在,但冇見到官方比較、基準測試,或者專門講 UI/介面場景質素的描述。[2][3][4][6][7]

可確認到嘅事

  • OpenAI API 文件中有 GPT Image 1.5 模型頁面。[2]
  • OpenAI API 文件中有 GPT Image 2 模型頁面。[6]
  • OpenAI API 文件中有一般 image generation 相關指南。[3][4]
  • API 參考中見到回應結構包含 screenshot 類型的輸出欄位。[1]

但證據缺乏嘅位

  • 目前提供嘅片段,冇任何一句直接話 GPT Image 2 在 app screenshot、UI mockup、桌面介面場景上比 GPT Image 1.5 更自然。[2][6]
  • 目前提供嘅片段,亦冇 benchmark、side-by-side 範例、質量評測指標,去支持「更自然」呢個結論。[2][3][4][6][7]
  • 現有片段冇清楚列出兩者在 UI fidelity、文字準確度、排版一致性、介面 realism 呢幾項的比較結果。[2][6]

較穩陣嘅判斷

  • 如果只做事實查核,答案應該係「未有足夠證據證明 GPT Image 2 一定比 GPT Image 1.5 更自然」。[2][6]
  • 如果你要落實採用邊個模型,最好要求同一組 prompt 做 A/B 測試,重點比較:
    • UI 排版有冇走樣
    • 細字可讀性
    • icon / button 一致性
    • screenshot 感是否自然
    • desktop scene 有冇不合理元素

如果你想,我下一步可以幫你整一份專門測 app screenshot / UI mockup / desktop scene 嘅 A/B 測試 prompt 清單。

人們還問

「搜尋及事實查核:GPT Image 2 比 GPT Image 1.5 做 app screenshot、UI mockup、桌面介面場景會唔會自然啲?」的簡短答案是什麼?

單靠目前呢批官方文件片段,未能證實 GPT Image 2 比 GPT Image 1.5 做 app screenshot、UI mockup、桌面介面場景時「自然啲」。結論係:Insufficient evidence;現有證據只顯示兩個模型同一般 image generation 文件都存在,但冇見到官方比較、基準測試,或者專門講 UI/介面場景質素的描述。[2][3][4][6][7]

首先要驗證的關鍵點是什麼?

單靠目前呢批官方文件片段,未能證實 GPT Image 2 比 GPT Image 1.5 做 app screenshot、UI mockup、桌面介面場景時「自然啲」。結論係:Insufficient evidence;現有證據只顯示兩個模型同一般 image generation 文件都存在,但冇見到官方比較、基準測試,或者專門講 UI/介面場景質素的描述。[2][3][4][6][7] ## 可確認到嘅事

接下來我應該探索哪個相關主題?

繼續“搜尋及事實查核:Claude Opus 4.7 同 ChatGPT / Gemini 比,邊個更啱我用?”以獲得另一個角度和額外的引用。

開啟相關頁面

我應該將其與什麼進行比較?

對照「搜尋及事實查核:香港會唔會有自己嘅大模型 / 本地 AI 生態?」交叉檢查此答案。

開啟相關頁面

繼續你的研究

來源

  • [1] 2+ Thousand Gpt Models Royalty-Free Images, Stock Photos & Pictures | Shutterstockshutterstock.com

    Gpt Models royalty-free images. Bangalore, India - December, 11, 2025: Close up image of Open AI Official webpage introducing the GPT-5.2 model for ChatGPT. GPT-5.2 the latest model by Open AI for better professional work and agents. Bangalore, India - December, 11, 2025: Closeup image of Open AI website or webpage displaying the information of the ai models including GPT-5.2, GPT-5.1, Sora 2 and Sora. Bangalore, India - December, 11, 2025: Close up image of Open AI Official webpage introducing the GPT-5.2 model for ChatGPT. GPT-5.2 the latest model by Open AI for better professional work a…

  • [2] GPT Image 1.5 | Image Generation and Editing API | Readme and Docsreplicate.com

    Title: openai/gpt-image-1.5 | Readme and Docs ### openai/gpt-image-1.5. OpenAI's latest image generation model with better instruction following and adherence to prompts. # GPT Image 1.5. Generate and edit images with precise control. GPT Image 1.5 is OpenAI’s latest image generation model, built for production-quality visuals and controllable creative workflows. GPT Image 1.5 handles two main workflows: creating images from text descriptions and editing existing images with specific instructions. The model runs up to 4x faster than its predecessor and costs 20% less per image. It’s particula…

  • [3] GPT Image 1.5 Guide: OpenAI's Fastest Image Generation Model (2025) | CreateIO.aicreateio.ai

    Title: GPT Image 1.5 Guide: OpenAI's Fastest Image Generation Model (2025) | CreateIO.ai # GPT Image 1.5 Guide: OpenAI's Fastest Image Generation Model (2025). GPT Image 1.5 is OpenAI's flagship image model — 4x faster than previous versions, 20% cheaper, with superior text rendering and instruction following. Use it on CreateIO.ai for $0.025/image. #GPT Image 1.5#OpenAI image generation#AI image editing#image-to-image#2025. High-quality images generated by GPT Image 1.5 showing photorealistic and creative styles. GPT Image 1.5 is OpenAI's current flagship image generation model — and the mos…

  • [4] GPT Image 1.5 vs Seedream 4.5: which AI image model wins in 2026?apidog.com

    GPT Image 1.5 vs Seedream 4.5: which AI image model wins in 2026? GPT Image 1.5 (OpenAI) ranks #1 on LM Arena with Elo 1,264 and leads on overall quality, photorealism, and prompt adherence. Seedream 4.5 (ByteDance) ranks #10 (Elo 1,147) but leads on typography accuracy, 4K native resolution, and multi-image generation. GPT Image 1.5 vs Seedream 4.5: which AI image model wins in 2026? Seedream 4.5 (ByteDance) ranks #10 (Elo 1,147) but leads on typography accuracy, 4K native resolution, and multi-image generation. GPT Image 1.5 is better for versatile high-quality output; Seedream 4.5 is bet…

  • [5] Nano Banana 2 vs GPT Image 1.5 (2026)evolink.ai

    Title: Nano Banana 2 vs GPT Image 1.5 (2026) Nano Banana 2 vs GPT Image 1.5 in 2026: Which Image API Fits Your Workflow? # Nano Banana 2 vs GPT Image 1.5 in 2026: Which Image API Fits Your Workflow? | Nano Banana 2 | Google's official materials identify it as Gemini 3.1 Flash Image; EvoLink documents generation and editing routes plus 1K / 2K / 4K price tiers | Per-image route pricing on EvoLink | Teams that want image generation and editing with clear route-based pricing |. | GPT Image 1.5 | OpenAI documents GPT Image 1.5 as a state-of-the-art image generation model and publishes…

  • [6] OpenAI GPT Image 1.5 Released - DataNorth AIdatanorth.ai

    Compensate the CO2 usage of AI solutions with DataNorth and Trees for All. Compensate the CO2 usage of AI solutions with DataNorth and Trees for All. # OpenAI GPT Image 1.5 Released. OpenAI’s GPT Image 1.5 update marks the end of "slot-machine" AI art. In a move that signals a “code red” response to Google’s viral Nano Banana model, OpenAI has officially launched GPT Image 1.5 (branded as the “New ChatGPT Images”). While mainstream headlines focus on the 4x speed increase and the sleek new “Creative Studio” sidebar, the true disruption of this release lies in a fundamental shift in AI arc…

  • [7] GPT Image 1.5 Pricing, Leaderboard & Benchmark Data — Modelsanotherwrapper.com

    Title: GPT Image 1.5 Pricing, Leaderboard & Benchmark Data — Models # GPT Image 1.5. GPT Image 1.5is part of AnotherWrapper's modelsindex.Image Gen: 137.Image Edit: 2.7K.$ / Image: $0.05. That means this page can show the eval taxonomy around GPT Image 1.5even when the public source does not expose a full per-model benchmark matrix. Compare GPT Image 1.5. GPT Image 1.5 vs Gemini 3 Pro ImageGPT Image 1.5 vs Flux 2 ProGPT Image 1.5 vs Grok Imagine ImageGPT Image 1.5 vs Flux Kontext MaxGPT Image 1.5 vs Seedream 3GPT Image 1.5 vs Qwen Image 2.0. GPT Image 1GPT Image 1 Mini. ## GPT Image 1.5 FAQ.…

  • [8] OpenAI GPT Image 1.5: 4x Faster, Precise Image Editingauto-post.io

    Title: OpenAI GPT Image 1.5: 4x Faster, Precise Image Editing # GPT Image 1.5 speeds up precise edits. GPT Image 1.5 speeds up precise edits. GPT Image 1.5 marks a major leap in how quickly and precisely people can edit visuals directly from natural language prompts. This combination of precision and speed positions GPT Image 1.5 as a serious alternative to traditional editing workflows for many everyday and professional tasks. Launched in December 2025 as the new flagship model behind ChatGPT Images and exposed via the API as GPT Image 1.5, the system delivers images…

  • [9] Seedream 4.5 vs GPT Image 1.5evolink.ai

    Title: Seedream 4.5 vs GPT Image 1.5 Seedream 4.5 vs GPT Image 1.5 in 2026: Typography, Multi-Image Editing, and Pricing Shape. # Seedream 4.5 vs GPT Image 1.5 in 2026: Typography, Multi-Image Editing, and Pricing Shape. | Seedream 4.5 | EvoLink documents generation and editing, multi-image input, and 2K / 4K workflows | Flat per-image route pricing | Teams that want predictable cost and batch-friendly image operations |. | GPT Image 1.5 | OpenAI documents a flagship image model with generation and edits, including up to 16 input images for edit workflows | Official OpenAI pricing is…

  • [10] Seedream 4.5 vs GPT Image 1.5evolink.ai

    Title: Seedream 4.5 vs GPT Image 1.5 Seedream 4.5 vs GPT Image 1.5 in 2026: Typography, Multi-Image Editing, and Pricing Shape. # Seedream 4.5 vs GPT Image 1.5 in 2026: Typography, Multi-Image Editing, and Pricing Shape. | Seedream 4.5 | EvoLink documents generation and editing, multi-image input, and 2K / 4K workflows | Flat per-image route pricing | Teams that want predictable cost and batch-friendly image operations |. | GPT Image 1.5 | OpenAI documents a flagship image model with generation and edits, including up to 16 input images for edit workflows | Official OpenAI pricing is…

  • [11] Gemini Nano Banana Pro vs GPT-Image-1.5: Ultimate Comparison | Fello AIfelloai.com

    Gemini Nano Banana Pro vs GPT-Image-1.5: Ultimate Comparison. The last twelve months have been crazy for AI, and especially for image generation: Midjourney v6, FLUX.2, Seedream 4.5, Nano Banana Pro, and GPT-Image-1.5 have all tried to grab market share. With each new release, the line between synthetic and real continues to blur — and two of the most talked-about contenders in late 2025 are OpenAI’s GPT-Image-1.5 and Google’s Nano Banana Pro. GPT-Image-1.5 offers better cost efficiency for simple tasks and tighter ChatGPT integration, but Nano Banana Pro’s technical edge makes it t…

  • [12] OpenAI launches GPT Image 1.5 with faster editscontentgrip.com

    The AI race is heating up again, and OpenAI’s latest image update is built for speed, precision, and creative control. The company just dropped GPT Image 1.5, its newest image generation model, which brings a significant upgrade for anyone using ChatGPT for visual content creation. This article explores how GPT Image 1.5 stacks up against Google’s latest image tools, what’s actually new under the hood, and why marketers, designers, and content teams should pay close attention to this release. GPT Image 1.5 delivers faster image generation (up to 4x faster), better instruction-following, and a…

  • [13] GPT Image 1.5 Model | OpenAI APIplatform.openai.com

    Title: GPT Image 1.5 Model | OpenAI API ## Search the API docs. ### Get started. ### Core concepts. ### Agents. ### Tools. ### Run and scale. ### Evaluation. ### Realtime API. ### Model optimization. ### Specialized models. ### Going live. ### Legacy APIs. ### Resources. ### Getting Started. ### Using Codex. ### Configuration. ### Administration. ### Automation. ### Learn. ### Community. ### Releases. ### Core Concepts. ### Plan. ### Build. ### Deploy. ### Guides. ### Resources. ### Guides. ### Commerce specs. ### Product feeds. ### Categories. ### Topics. ### Topics. ### Contribute. ### Rece…

  • [14] Image generation | OpenAI APIplatform.openai.com

    The OpenAI API lets you generate and edit images from text prompts using GPT Image models, including our latest,

    i.j4i.i2
    gpt-image-2
    . The Responses API image generation tool uses its own GPT Image model selection. You can use the image generation endpoint to create images based on text prompts, or the image generation tool in the Responses API to generate images as part of a conversation. With the Responses API, you can build multi-turn conversations involving image generation either by providing image generation calls outputs within context (you can also just use the image ID), or by using the `pr…

  • [15] Image generation | OpenAI APIplatform.openai.com

    The OpenAI API lets you generate and edit images from text prompts using GPT Image models, including our latest,

    i.j4i.i2
    gpt-image-2
    . The Responses API image generation tool uses its own GPT Image model selection. You can use the image generation endpoint to create images based on text prompts, or the image generation tool in the Responses API to generate images as part of a conversation. With the Responses API, you can build multi-turn conversations involving image generation either by providing image generation calls outputs within context (you can also just use the image ID), or by using the `pr…

  • [16] Image generation | OpenAI APIplatform.openai.com

    Image generation | OpenAI API. # Image generation. The OpenAI API lets you generate and edit images from text prompts, using GPT Image or DALL·E models. ## Generate Images. You can use the image generation endpoint to create images based on text prompts, or the image generation tool in the Responses API to generate images as part of a conversation. const result = await openai.images.generate({. With the Responses API you can choose whether to generate a new image or edit one already in the conversation. When using the image generation tool in the Responses API, the mainline model (e.g. cons…

  • [17] Image generation | OpenAI APIplatform.openai.com

    Image generation | OpenAI API. # Image generation. The OpenAI API lets you generate and edit images from text prompts, using GPT Image or DALL·E models. ## Generate Images. You can use the image generation endpoint to create images based on text prompts, or the image generation tool in the Responses API to generate images as part of a conversation. const result = await openai.images.generate({. With the Responses API you can choose whether to generate a new image or edit one already in the conversation. When using the image generation tool in the Responses API, the mainline model (e.g. cons…

  • [18] Image generation | OpenAI APIplatform.openai.com

    Image generation | OpenAI API. # Image generation. The OpenAI API lets you generate and edit images from text prompts, using GPT Image or DALL·E models. ## Generate Images. You can use the image generation endpoint to create images based on text prompts, or the image generation tool in the Responses API to generate images as part of a conversation. const result = await openai.images.generate({. With the Responses API you can choose whether to generate a new image or edit one already in the conversation. When using the image generation tool in the Responses API, the mainline model (e.g. cons…

  • [19] Image generation | OpenAI APIplatform.openai.com

    Image generation | OpenAI API. # Image generation. The OpenAI API lets you generate and edit images from text prompts, using GPT Image or DALL·E models. ## Generate Images. You can use the image generation endpoint to create images based on text prompts, or the image generation tool in the Responses API to generate images as part of a conversation. const result = await openai.images.generate({. With the Responses API you can choose whether to generate a new image or edit one already in the conversation. When using the image generation tool in the Responses API, the mainline model (e.g. cons…

  • [20] Image generation | OpenAI APIplatform.openai.com

    Image generation | OpenAI API. # Image generation. The OpenAI API lets you generate and edit images from text prompts, using GPT Image or DALL·E models. ## Generate Images. You can use the image generation endpoint to create images based on text prompts, or the image generation tool in the Responses API to generate images as part of a conversation. const result = await openai.images.generate({. With the Responses API you can choose whether to generate a new image or edit one already in the conversation. When using the image generation tool in the Responses API, the mainline model (e.g. cons…

  • [21] Image generation | OpenAI APIplatform.openai.com

    Image generation | OpenAI API. # Image generation. The OpenAI API lets you generate and edit images from text prompts, using GPT Image or DALL·E models. ## Generate Images. You can use the image generation endpoint to create images based on text prompts, or the image generation tool in the Responses API to generate images as part of a conversation. const result = await openai.images.generate({. With the Responses API you can choose whether to generate a new image or edit one already in the conversation. When using the image generation tool in the Responses API, the mainline model (e.g. cons…

  • [22] Image generation | OpenAI APIplatform.openai.com

    Image generation | OpenAI API. # Image generation. The OpenAI API lets you generate and edit images from text prompts, using GPT Image or DALL·E models. ## Generate Images. You can use the image generation endpoint to create images based on text prompts, or the image generation tool in the Responses API to generate images as part of a conversation. const result = await openai.images.generate({. With the Responses API you can choose whether to generate a new image or edit one already in the conversation. When using the image generation tool in the Responses API, the mainline model (e.g. cons…

  • [23] Image generation | OpenAI APIplatform.openai.com

    Image generation | OpenAI API. # Image generation. The OpenAI API lets you generate and edit images from text prompts, using GPT Image or DALL·E models. ## Generate Images. You can use the image generation endpoint to create images based on text prompts, or the image generation tool in the Responses API to generate images as part of a conversation. const result = await openai.images.generate({. With the Responses API you can choose whether to generate a new image or edit one already in the conversation. When using the image generation tool in the Responses API, the mainline model (e.g. cons…

  • [24] GPT Image 1.5 Model | OpenAI APIdevelopers.openai.com

    Search the API docs. ### Get started. ### Realtime API. ### Model optimization. ### Specialized models. ### Legacy APIs. ### Getting Started. ### Using Codex. + Building frontend UIs with Codex and Figma. ### API. * How Perplexity Brought Voice Search to Millions Using the Realtime API. * Building frontend UIs with Codex and Figma. State-of-the-art image generation model. State-of-the-art image generation model. GPT Image 1.5 is our latest image generation model, with better instruction following and adherence to prompts. Learn more in our GPT Image 1.5 usage guide. For tool-specific model…

  • [25] Image generation | OpenAI APIdevelopers.openai.com
  • [26] Image generation | OpenAI APIdevelopers.openai.com
  • [27] Gpt-image-1.5 Prompting Guide - OpenAI Developersdevelopers.openai.com

    Constraints:Constraints: - Original design only - Original design only - No trademarks - No trademarks - No watermarks - No watermarks - No logos - No logos Include ONLY this packaging text (verbatim):Include ONLY this packaging text (verbatim):"{short_copy}" "{short_copy} " """ """ result = client.images.generate(result = client.images.generate( model="gpt-image-1.5", model ="gpt-image-1.5", prompt=prompt, prompt =prompt,)) save_image(result, "christmas_collectible_toy_airplane.png")save_image(result, "christmas_collectible_toy_airplane.png"). Constraints:Constraints: - Do not redesign the c…

  • [28] Gpt-image-1.5 image creator and editor app - Python, desktop UI - APIcommunity.openai.com

    GPT-Image Desktop Editor: a desktop GUI for OpenAI image generation and vision-guided edits. It provides a canvas workspace (with transparency), an optional mask painting UI, and (for GPT-Image edits) multi-image reference inputs so you can say things like “add the penguin from image 2 into the scene”. GPT-Image models (generate + edits):. Generate output sizes you can request (GPT-Image):. Edits are supported only on GPT-Image models in this program:. Important: in GPT-Image edits, the mask is treated as a hint for the vision model, not a strict “hard allowed re…

  • [29] Gpt-image-1.5 Images API returns text output tokens - APIcommunity.openai.com

    Gpt-image-1.5 Images API returns text output tokens - can we disable this? I’m using the new
    i.j4i.i2
    gpt-image-1.5
    model with the Images API (
    i.j4i.i2
    /v1/images/generations
    ) and noticed it now returns text output tokens in addition to image tokens. 'text_tokens': 209 # <-- This is new in gpt-image-1.5. Now with
    i.j4i.i2
    gpt-image-1.5
    , I’m consistently seeing ~200+ text output tokens on every generation, even for simple prompts. The API reference, with “The number of text output tokens generated by the model.”, has a minimizing response example of
    i.j4i.i2
    10
    tokens of text output instead of reality (to go alon…

  • [30] GPT-Image-1.5 rolling out in the API and ChatGPT - Communitycommunity.openai.com
  • [31] Introducing our latest image generation model in the API - OpenAIopenai.com

    Skip to main content. * Developers. * Safety. * Pricing. * Get started. The

    i.j4i.i2
    gpt-image-1
    model in the API leverages the same safety guardrails as 4o image generation in ChatGPT, including safeguards that restrict the model from generating harmful images and the inclusion of C2PA metadata in generated images—you can read more about this in…

  • [32] The new ChatGPT Images is here - OpenAIopenai.com
  • [33] GPT-Image-1.5 rolling out in the API and ChatGPT - #30 by LarisaHaster - Community - OpenAI Developer Communitycommunity.openai.com

    Announcement from OpenAI Developers GPT Image 1.5 is now available in the API: More precise image editing and preservation of logos & faces

  • [34] GPT-Image-1.5 rolling out in the API and ChatGPT - Page 2 - Community - OpenAI Developer Communitycommunity.openai.com

    Announcement from OpenAI Developers GPT Image 1.5 is now available in the API: More precise image editing and preservation of logos & faces

  • [35] GPT-Image-1.5 rolling out in the API and ChatGPT - Page 3 - Community - OpenAI Developer Communitycommunity.openai.com

    Announcement from OpenAI Developers GPT Image 1.5 is now available in the API: More precise image editing and preservation of logos & faces

  • [36] GPT Image 2 Model | OpenAI APIdevelopers.openai.com
  • [37] Models | OpenAI APIdevelopers.openai.com
  • [38] GPT Image Generation Models Prompting Guide - OpenAI Developersdevelopers.openai.com
  • [39] GPT Image 2 Masking Issue - API - OpenAI Developer Communitycommunity.openai.com

    Is masking supported by gpt image 2? The docs do say that GPT Image models support edits, so masking/editing should not be limited to DALL·E 2 in general. ### Edit an image using a mask - Image generation | OpenAI API. The OpenAI API lets you generate and edit images from text prompts using GPT Image models, including our latest, gpt-image-2. Yes, the

    i.j4i.i2
    gpt-image-2
    model on API supports the mask field. | Problem with Gpt-image-1 masked edits API gpt-image-1 | 2 | 228 | May 22, 2025 |. | DALL·E (gpt-image-1) Edits Entire Image Instead of Only Masked Area API api , dall-e , gpt-image-1 | 0 | 25…

  • [40] Introducing gpt-image-2 - available today in the API and Codexcommunity.openai.com

    Introducing gpt-image-2 - available today in the API and Codex. Apr 21, 2026 - GPT Image (2) Generation Models Prompting Guide. ### Related topics. | Timeline for generating images with GPT‑4o via the API? Feedback | 15 | 10654 | April 24, 2025 |. | Livestream starting now: ChatGPT Images 2.0 Community announcement , news | 24 | 236 | April 21, 2026 |. | Can GPT-5.2 REALLY output images? Documentation chatgpt | 2 | 305 | January 19, 2026 |. | API for image generation for gpt-4o model API image-generation , gpt-4o | 49 | 56960 | July 23, 2025 |. | GPT-5.1-Codex-Max is now available in the AP…

  • [41] Introducing gpt-image-2 - available today in the API and Codex - Announcements - OpenAI Developer Communitycommunity.openai.com

    Skip to last replySkip to top. Skip to main content. Image 1: OpenAI Developer Community. # [Introducing gpt-image-2 - available toda…

  • [42] Introducing ChatGPT Images 2.0 - OpenAIopenai.com

    Image 10: Generated with ChatGPT Images 2.0, this bookstore display features a curated collection of art books by OpenAI with covers written in multiple South Asian languages, each showcasing regional artwork, sculpture, dance, and cultural imagery on neatly arranged shelves.. ![Image 11: Generated with ChatGPT Images 2.0, this manga-style comic page shows an OpenAI researcher demonstrating multilingual text rendering improvements, featuring detailed illustrated…

  • [43] ChatGPT Images 2.0 System Card - OpenAI Deployment Safety Hubdeploymentsafety.openai.com
    • Upstream Refusals: Before a request is sent to the image generation model, we use safety classifiers to evaluate whether the request violates policy. We used an automated evaluation to measure the efficacy of our safety stack with the ChatGPT Images 2.0 model both in standard as well as in thinking mode (which uses reasoning and tools to improve the final image quality). * SO: Safe output - of all images generated in the eval, the fraction that either were graded to not violate policy or were caught by the measured safety stack. Our safety reasoning model catches 598/685 of the imag…
  • [44] OpenAI | OpenAIopenai.com
  • [45] Image GPT | OpenAIopenai.com

    We train GPT-2 on images unrolled into long sequences of pixels, which we call iGPT, we find that the model appears to understand 2-D image characteristics.

  • [46] Get a model response | OpenAI API Referencedevelopers.openai.com

    output: ResponseComputerToolCallOutputScreenshot%20responses%20%3E%20(model)%20response_computer_tool_call_output_screenshot%20%3E%20(schema)) { type, file_id, image_url }. {{ "id": "resp_67cb71b351908190a308f3859487620d06981a8637e6bc44", "id": "resp_67cb71b351908190a308f3859487620d06981a8637e6bc44", "object": "response", "object": "response", "created_at": 1741386163, "created_at": 1741386163, "status": "completed", "status": "completed", "completed_at": 1741386164, "completed_at": 1741386164, "error": null, "error": null, "incomplete_details": null, "incomplete_details": null, "instructio…

  • [47] Using GPT-5.4 | OpenAI APIdevelopers.openai.com
  • [48] 15 lessons learned building ChatGPT Apps | OpenAI Developersdevelopers.openai.com

    This post is a distilled set of the 15 most important lessons we learned while building real-world ChatGPT Apps, followed by how we incorporated those lessons into an open-source framework for the community, Skybridge, and a Codex Skill to help developers ideate, build, test, and ship Apps significantly faster. * For performance: UI widgets often require far more data than the model should ever need: for example, in a travel booking app that could be images, pricing variants, preloaded options. Different interactions require different APIs. ChatGPT Apps involve multiple intera…

  • [49] Build your ChatGPT UI – Apps SDK | OpenAI Developersdevelopers.openai.com
  • [50] Codex changelog - OpenAI Developersdevelopers.openai.com

    Guides, concepts, and product docs for Codex](/codex)[Use cases. * Latest: GPT-5.4. * Using tools. * Overview. * Quickstart. * Models and providers. * Orchestration. * Voice agents. + Overview. + Safety in building agents. * Computer use. + [Overview](/…

  • [51] Designing delightful frontends with GPT-5.4 | OpenAI Developersdevelopers.openai.com

    This skill enforces restrained composition, image-led hierarchy, cohesive content structure, and tasteful motion while avoiding generic cards, weak branding, and UI clutter.description: Use when the task asks for a visually strong landing page, website, app, prototype, demo, or game UI. ## Working Model ## Working Model Before building, write three things:Before building, write three things: - visual thesis: one sentence describing mood, material, and energy - visual thesis: one sentence describing mood, material, and energy - content plan: hero, support, detail, final CTA - content plan: her…

  • [52] Getting the Most out of GPT-5.4 for Vision and Document Understandingdevelopers.openai.com
  • [53] Image Evals for Image Generation and Editing Use Casesdevelopers.openai.com

    No extra text.\n", metadata={}, model='gpt-5.2-2025-12-11', object='response', output=[ResponseCodeInterpreterToolCall(id='ci_03756a1c45c8427000697ad91aaf108196974c45daf37a9a18', code="from PIL import Image, ImageOps\nimg1=Image.open('/mnt/data/143ba8edc474910b395d0d44e2f06a9d-image.png')\nimg2=Image.open('/mnt/data/ababce34a72604310f9dac11e9e5f00f-image.png')\nimg3=Image.open('/mnt/data/6c920ec973b3b1abb80da8b29ee5aa3e-image.png')\nimg1.size, img2.size, img3.size\n", container_id='cntr_697ad91842dc8193a9e214852cbb3fda02ddf8755852a20c', outputs=None, status='completed', type='code_interpreter…

  • [54] UI guidelines – Apps SDK | OpenAI Developersdevelopers.openai.com

    They extend what users can do without breaking the flow of conversation, appearing through lightweight cards, carousels, fullscreen views, and other display modes that integrate seamlessly into ChatGPT’s interface. To help you design high quality apps that feel native to ChatGPT, you can use the Apps SDK UI design system. Display modes are the surfaces developers use to create experiences for apps in ChatGPT. * Inline display: A lightweight display with app content embedded above the model response. * Expand: Use to open a fullscreen display mode if the card contains rich media or int…

  • [55] Todo listdevelopers.openai.com
  • [56] Can Custom GPTs Return Photos to the User? - GPT builders - OpenAI Developer Communitycommunity.openai.com

    The image shows a tablet screen displaying a web interface for configuring a GPT, including options for naming, describing, and instructing the GPT, with a section mentioning file uploads and various capabilities. The image shows a tablet screen displaying a web interface for configuring a GPT, including options for naming, describing, and instructing the GPT, with a section mentioning file uploads and various capabilities. The image shows a webpage for configuring a Custom GPT on the ChatGPT website, including fields for the GPT's name, description, instructions, and conversation starters, a…

  • [57] ChatGPT — Release Notes - OpenAI Help Centerhelp.openai.com
  • [58] Creating images in ChatGPT - OpenAI Help Centerhelp.openai.com

    Creating images in ChatGPT. You can generate images with ChatGPT by simply asking the model to create an image with the details you want, or by selecting the 'View all tools' option beside the microphone icon, and then selecting the 'Create image' option. Once you enter your prompt, ChatGPT Images will generate the image as you’ve described it. Depending on the complexity of your instructions, ChatGPT may take up to two minutes to generate an image. The Select tool enables you to select an area of the image and edit it with ChatGPT by describing your changes. ## **Can I still generate image…

  • [59] Introducing 4o Image Generation - OpenAIopenai.com

    Unlocking useful and valuable image generation with a natively multimodal model capable of precise, accurate, photorealistic outputs. At OpenAI, we have long believed image generation should be a primary capability of our language models. ## Useful image generation. GPT‑4o image generation excels at accurately rendering text, precisely following prompts, and leveraging 4o’s inherent knowledge base and chat context—including transforming uploaded images or using them as visual inspiration. update to a landscape image 16:9 ratio, add more spells in the UI, and unzoom the visual so that we see t…

  • [60] Editing your images with ChatGPT Images | OpenAI Help Centerhelp.openai.com

    Editing your images with ChatGPT Images. You can now edit images you create with ChatGPT. The ChatGPT Image editor interface enables you to edit images by selecting an area of the image to edit and describing your changes in chat. ChatGPT image editor with a dog illustration and a prompt bar to describe edits. ChatGPT image toolbar with the Select edit tool highlighted. ## Editing with the ChatGPT Images editor interface. ChatGPT image editor with a selected area on the dog's head for add, remove, or replace edits. ## Editing conversationally with ChatGPT Images. You can access the…

  • [61] Why does my JPEG image fail to upload to ChatGPT? - Bugs - OpenAI Developer Communitycommunity.openai.com

    Why does my JPEG image fail to upload to ChatGPT? I encountered an issue while uploading a .jpeg image through the ChatGPT interface. “This image is unavailable because it is of an unsupported file type.”However, the file I uploaded has the .jpeg extension, and it opens normally on my local device without any corruption. Here’s what I tried:•Re-uploaded the file multiple times•Verified that the image works on my computer•Renamed the file and changed the extension to .jpg•Tried different browsers. I’m encountering a serious issue when uploading images in ChatGPT. Having the same issue since…

  • [62] Introducing ChatGPT and Whisper APIs | OpenAIopenai.com

    ChatGPT and Whisper models are now available on our API, giving developers access to cutting-edge language (not just chat!) and speech-to-text capabilities.

  • [63] Need some clarity - I'm confused about ChatGPT's Image Generation - ChatGPT - OpenAI Developer Communitycommunity.openai.com

    I'm not using a custom GPT. I want to be using the latest image generation model. In additon, ChatGPT is doing a poor job regenerating an image

  • [64] Image creations not being displayed or able to download - Bugs - OpenAI Developer Communitycommunity.openai.com

    The images chatgpt produces are not being displayed, instead there is just a big grey box where the image should be.

  • [65] Sora | OpenAIopenai.com

    Start with a prompt or upload an image to create videos with unprecedented realism in any style: cinematic, animated, photorealistic, or surreal.