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Modelby OpenAI

ChatGPT Images 2.5

ChatGPT Images 2.5 is OpenAI's multimodal image-generation and editing model for creating polished visuals from prompts, sketches, and reference photos. Its key advance is a more iterative, personalized creative workflow that emphasizes conversational refinement and practical image editing, though detailed specs and pricing remain limited at launch.

Provider
OpenAI
Released
Sep 8, 2026
Weights
Closed
Pricing
$/M in
$/M out

Capabilities

  • Image Generation
  • Image Editing
  • Multimodal

Best For

  • Creative Image Generation
  • Reference Based Image Editing
  • Concept Visualization

Overview

ChatGPT Images 2.5 is OpenAI's image-generation and image-editing model released on 2026-09-08, designed to turn natural-language ideas, rough sketches, and reference photos into more personalized, polished visual outputs. Its headline differentiator is its multimodal, conversation-driven workflow: rather than treating image creation as a one-shot prompt-to-picture task, it is positioned as an iterative creative model that can understand visual inputs, preserve user intent across edits, and refine results through back-and-forth instruction.

Capabilities and features

The model supports both image generation and image editing. Users can describe a scene, product mockup, character, poster, interface concept, or visual style and have the model synthesize an image from scratch. For editing, ChatGPT Images 2.5 can work from uploaded reference photos, sketches, or existing generated images, applying targeted changes such as restyling, object replacement, background modification, lighting adjustments, cleanup, or composition refinement.

Its multimodal nature is especially important for tasks where text alone is insufficient. A user can provide a rough drawing, brand reference, room photo, or character image and ask for a more finished result while retaining important visual constraints. This makes the model useful for concept art, marketing visuals, social media creative, product visualization, design exploration, storyboarding, and rapid ideation.

Technical specifications

Publicly available specifications for ChatGPT Images 2.5 are limited at launch. OpenAI identifies it as an image-generation, image-editing, and multimodal model, but exact numerical details such as text context window, maximum image resolution, maximum number of images per request, latency targets, and supported output formats have not been fully disclosed in the basic release information. Pricing is likewise not specified here and may vary by ChatGPT plan, API access tier, region, or enterprise agreement. The model is not described as open-weight; like most current OpenAI frontier systems, it should be treated as a proprietary hosted model unless OpenAI states otherwise. Availability is expected through OpenAI-controlled products and services where enabled, potentially including ChatGPT and API-based workflows.

Strengths and benefits

The main benefit is convenience: users can move from idea to draft to refined image inside a single multimodal interaction. The ability to incorporate sketches and reference photos can reduce prompt ambiguity and make outputs feel more personalized. For creative professionals, it can accelerate early-stage exploration; for non-designers, it lowers the barrier to producing polished visuals. Its editing orientation also makes it better suited to practical revision workflows than models focused only on generating impressive first-pass images.

Limitations and caveats

Like other image models, ChatGPT Images 2.5 may still struggle with exact text rendering, fine spatial relationships, consistent character identity across many generations, hands and intricate anatomy, brand-accurate layouts, and highly precise technical diagrams. Outputs may require human review for factual accuracy, copyright risk, likeness rights, cultural sensitivity, and brand compliance. Reference-image use can introduce privacy and consent concerns, especially with faces or proprietary material. Because detailed specs and pricing are not fully public in the provided information, teams should validate quality, cost, policy constraints, and availability before building production workflows around it.

Comparison

Compared with earlier OpenAI image systems, ChatGPT Images 2.5 appears more centered on conversational, multimodal editing and personalization rather than simple prompt-to-image generation. Against alternatives such as Midjourney, Adobe Firefly, Stable Diffusion-family models, and newer open or semi-open image models, its likely advantage is integration with OpenAI's conversational interface and multimodal reasoning. Its tradeoff is less user control over model weights, deployment environment, and low-level generation settings than open-weight ecosystems typically provide.

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demo@vibgrate — bash
npx @vibgrate/cli scan
 
╭──────────────────────────────────────────╮
Vibgrate Drift Report
╰──────────────────────────────────────────╯
 
── node-turborepo (node) .
Runtime: >=18.0.0 (6 majors behind)
Frameworks:
Turbo: 1.13.4 → 2.10.12 (1 behind)
TypeScript: 5.9.3 → 7.0.2 (2 behind)
Dependencies:
1 current 1 1-behind 3 2+ behind 1 unknown
 
── @repo/admin (node) apps/admin
Frameworks:
TanStack Query: 5.102.8 → 5.102.8 (current)
React: 18.3.1 → 19.3.0 (1 behind)
React DOM: 18.3.1 → 19.3.0 (1 behind)
TypeScript: 5.9.3 → 7.0.2 (2 behind)
Vite: 5.4.21 → 8.3.0 (3 behind)
Dependencies:
3 current 9 1-behind 3 2+ behind 4 unknown
 
── @repo/api (node) apps/api
Frameworks:
Express: 4.22.2 → 5.2.1 (1 behind)
TypeScript: 5.9.3 → 7.0.2 (2 behind)
Vitest: 1.6.1 → 5.0.0 (4 behind)
Dependencies:
7 current 5 1-behind 3 2+ behind 4 unknown
 
── @repo/web (node) apps/web
Frameworks:
Next.js: 14.2.35 → 16.3.4 (2 behind)
React: 18.3.1 → 19.3.0 (1 behind)
React DOM: 18.3.1 → 19.3.0 (1 behind)
TypeScript: 5.9.3 → 7.0.2 (2 behind)
Dependencies:
2 current 6 1-behind 3 2+ behind 5 unknown
 
── @repo/config (node) packages/config
Frameworks:
TypeScript: 5.9.3 → 7.0.2 (2 behind)
Dependencies:
2 current 2 1-behind 5 2+ behind 0 unknown
 
── @repo/database (node) packages/database
Frameworks:
Prisma: 5.22.0 → 7.10.0 (2 behind)
TypeScript: 5.9.3 → 7.0.2 (2 behind)
Dependencies:
1 current 0 1-behind 3 2+ behind 1 unknown
 
── @repo/types (node) packages/types
Frameworks:
TypeScript: 5.9.3 → 7.0.2 (2 behind)
Dependencies:
0 current 0 1-behind 1 2+ behind 1 unknown
 
── @repo/ui (node) packages/ui
Frameworks:
React: 18.3.1 → 19.3.0 (1 behind)
TypeScript: 5.9.3 → 7.0.2 (2 behind)
React: 18.3.1 → 19.3.0 (1 behind)
Dependencies:
1 current 4 1-behind 1 2+ behind 1 unknown
 
── @repo/utils (node) packages/utils
Frameworks:
TypeScript: 5.9.3 → 7.0.2 (2 behind)
Vitest: 1.6.1 → 5.0.0 (4 behind)
Dependencies:
0 current 1 1-behind 2 2+ behind 1 unknown
 
Tech Stack
Frontend: React, React DOM
Meta-frameworks: Next.js
Bundlers: tsx, Turbo, Vite
CSS / UI: Autoprefixer, PostCSS, Tailwind CSS
Backend: Express
ORM / Database: Prisma, Prisma Client
Testing: Vitest
Lint & Format: ESLint, ESLint Prettier, ESLint React, Prettier, typescript-eslint
 
TypeScript
v5.3.3 · strict ✔ · MIXED · target: ES2022
 
Build & Deploy
Package Managers: pnpm
Monorepo: npm-workspaces, pnpm-workspaces, turbo
 
Product Purpose Signals
Frameworks: react, nextjs
Evidence: 177
Top Signals:
- [heading] Dashboard (apps/admin/src/pages/Dashboard.tsx)
- [title] Revenue Overview (apps/admin/src/pages/Dashboard.tsx)
- [copy] workspace:* (packages/ui/package.json)
- [copy] ./dist (packages/ui/tsconfig.json)
- [copy] ./src/index.ts (packages/ui/package.json)
- [copy] @repo/config/tsconfig-base.json (packages/ui/tsconfig.json)
- [copy] @repo/ui (packages/ui/package.json)
- [copy] #3b82f6 (apps/admin/src/pages/Dashboard.tsx)
Unknowns:
- No pricing or billing evidence found.
- No integrations/connectors evidence found.
- No route structure evidence found.
 
Security Posture
Lockfile ✖ · .env ✔ · node_modules ✔
 
Platform
Native modules: turbo
 
Code Quality
Files: 36 · Functions: 183 · Avg complexity: 2.62 · Avg length: 21.13 lines
Max nesting: 2 · Circular deps: 0 · Dead code: 0%
God files: apps/admin/src/pages/Products (448 lines)
 
Database Schema
postgresql · 8 models · 1 enum
Models: Address, CartItem, Category, Order, OrderItem (+3 more)
 
Findings (16 errors, 11 warnings)
Node.js runtime ">=18.0.0" reached end-of-life on 2025-04-30 (latest: 24.0.0).
vibgrate/runtime-eol in .
TypeScript is 2 major versions behind (current: 5.9.3, latest: 7.0.2).
vibgrate/framework-major-lag in .
60% of dependencies are 2+ major versions behind in node-turborepo.
vibgrate/dependency-rot in .
@types/node is 6 major versions behind (spec: ^20.11.0, latest: 26.5.1).
vibgrate/dependency-major-lag in .
TypeScript is 2 major versions behind (current: 5.9.3, latest: 7.0.2).
vibgrate/framework-major-lag in apps/admin
Vite is 3 major versions behind (current: 5.4.21, latest: 8.3.0).
vibgrate/framework-major-lag in apps/admin
vite is 3 major versions behind (spec: ^5.0.12, latest: 8.3.0).
vibgrate/dependency-major-lag in apps/admin
TypeScript is 2 major versions behind (current: 5.9.3, latest: 7.0.2).
vibgrate/framework-major-lag in apps/api
Vitest is 4 major versions behind (current: 1.6.1, latest: 5.0.0).
vibgrate/framework-major-lag in apps/api
@types/node is 6 major versions behind (spec: ^20.11.0, latest: 26.5.1).
vibgrate/dependency-major-lag in apps/api
vitest is 4 major versions behind (spec: ^1.2.1, latest: 5.0.0).
vibgrate/dependency-major-lag in apps/api
Next.js is 2 major versions behind (current: 14.2.35, latest: 16.3.4).
vibgrate/framework-major-lag in apps/web
TypeScript is 2 major versions behind (current: 5.9.3, latest: 7.0.2).
vibgrate/framework-major-lag in apps/web
@types/node is 6 major versions behind (spec: ^20.11.0, latest: 26.5.1).
vibgrate/dependency-major-lag in apps/web
TypeScript is 2 major versions behind (current: 5.9.3, latest: 7.0.2).
vibgrate/framework-major-lag in packages/config
56% of dependencies are 2+ major versions behind in @repo/config.
vibgrate/dependency-rot in packages/config
eslint-plugin-react-hooks is 3 major versions behind (spec: ^4.6.0, latest: 7.1.1).
vibgrate/dependency-major-lag in packages/config
Prisma is 2 major versions behind (current: 5.22.0, latest: 7.10.0).
vibgrate/framework-major-lag in packages/database
TypeScript is 2 major versions behind (current: 5.9.3, latest: 7.0.2).
vibgrate/framework-major-lag in packages/database
75% of dependencies are 2+ major versions behind in @repo/database.
vibgrate/dependency-rot in packages/database
TypeScript is 2 major versions behind (current: 5.9.3, latest: 7.0.2).
vibgrate/framework-major-lag in packages/types
100% of dependencies are 2+ major versions behind in @repo/types.
vibgrate/dependency-rot in packages/types
TypeScript is 2 major versions behind (current: 5.9.3, latest: 7.0.2).
vibgrate/framework-major-lag in packages/ui
TypeScript is 2 major versions behind (current: 5.9.3, latest: 7.0.2).
vibgrate/framework-major-lag in packages/utils
Vitest is 4 major versions behind (current: 1.6.1, latest: 5.0.0).
vibgrate/framework-major-lag in packages/utils
67% of dependencies are 2+ major versions behind in @repo/utils.
vibgrate/dependency-rot in packages/utils
vitest is 4 major versions behind (spec: ^1.2.1, latest: 5.0.0).
vibgrate/dependency-major-lag in packages/utils
 
╭──────────────────────────────────────────╮
Top Priority Actions
╰──────────────────────────────────────────╯
 
1. Upgrade EOL runtime in node-turborepo
End-of-life runtimes no longer receive security patches and block ecosystem upgrades.
./.
>=18.0.0 → 24.0.0 (6 majors behind)
Impact: −10 drift points (runtime & EOL)
 
2. Fix security posture: no lockfile found
Without a lockfile, installs are non-deterministic. Run the install command to generate one and commit it.
./
Missing: package-lock.json, pnpm-lock.yaml, or yarn.lock
 
3. Upgrade Vitest 1.6.1 → 5.0.0 in @repo/api (+2 more)
4 major versions behind. Major framework drift increases breaking change risk and blocks access to security fixes and performance improvements.
./apps/api
Vitest: 1.6.1 → 5.0.0 (4 majors behind)
./packages/utils
Vitest: 1.6.1 → 5.0.0 (4 majors behind)
./apps/admin
Vite: 5.4.21 → 8.3.0 (3 majors behind)
Impact: −5–15 drift points
 
4. Reduce dependency rot in @repo/types (100% severely outdated)
1 of 1 dependencies are 2+ majors behind. Run `npm outdated` and prioritise packages with known CVEs or breaking API changes.
./packages/types
typescript: 5.9.3 → 7.0.2 (2 majors behind)
Impact: −5–10 drift points
 
5. Reduce dependency rot in @repo/database (75% severely outdated)
3 of 4 dependencies are 2+ majors behind. Run `npm outdated` and prioritise packages with known CVEs or breaking API changes.
./packages/database
@prisma/client: 5.22.0 → 7.10.0 (2 majors behind)
prisma: 5.22.0 → 7.10.0 (2 majors behind)
typescript: 5.9.3 → 7.0.2 (2 majors behind)
Impact: −5–10 drift points
 
╭──────────────────────────────────────────╮
Architecture Layers
╰──────────────────────────────────────────╯
 
Archetype: nextjs (80% confidence)
Files classified: 24 (11 unclassified)
Folders classified: 8
apps/admin/src presentation 100% 4 files
apps/admin/src/pages presentation 100% 2 files
apps/api/src/middleware middleware 100% 2 files
apps/api/src/routes routing 100% 2 files
apps/web/src/app presentation 100% 4 files
apps/web/src/app/products presentation 100% 2 files
apps/web/src/app/products/[id] presentation 100% 1 file
packages/ui/src presentation 100% 6 files
Unclassified source (sample): 11
 
presentation 15 files drift ████████████████████ 100 risk high
routing 4 files drift ████████████████████ 100 risk high
middleware 2 files drift ███████▍░░░░░░░░░░░░ 37 risk moderate
config 2 files drift ░░░░░░░░░░░░░░░░░░░░ 0 risk none
shared 1 file drift ████████████████████ 100 risk high
 
╭──────────────────────────────────────────╮
DriftScore Summary
╰──────────────────────────────────────────╯
 
DriftScore: 70/100
Risk Level: HIGH
Projects: 9
Classified: 8 nano · 1 micro · 0 small · 0 standard
Billable: 0.42 · 9 detected → 0.42 billable projects (micro-project pricing)
0.1 micro · 0.32 nano
These fractions add up across repositories, then round down to whole billable projects.
 
Score Breakdown
Runtime: ████████████████████ 100
Frameworks: ███████████▊░░░░░░░░ 59
Dependencies: ██████▌░░░░░░░░░░░░░ 33
EOL Risk: ████████████████████ 100
 
Scanned at 2026-09-11T17:01:34.639Z · 7.9s · 286 files scanned · 56 workspace files · 27 dirs
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