GPT Image 2

GPT Image 2 is OpenAI's reasoning-native image model, released April 21...

9.3/10Top-tier

Active

Monthly$0-$200/month (ChatGPT) · API token pricing: image $8/M input, $2/M cached input, $30/M outputAnnualtext $5/M input, $1.25/M cached input, $10/M output

Best plan

$0-$200/month (ChatGPT) · API token pricing: image $8/M input, $2/M...

Risk: Closed model with policy and rate-limit constraints...

Try GPT Image 2 free

Editorial · no paid placements

Should you use it?

GPT Image 2 is OpenAI's reasoning-native image model, released April 21, 2026. Native reasoning, 4K output, and multilingual text rendering across 12+ languages put it ahead on infographics, slides, and maps. Pick it for text-in-image and bundled ChatGPT usage. Skip it for open weights or pure aesthetic stylization where Midjourney still leads.

Buy ifInfographics, slides, annotated diagrams, maps
Pick$0-$200/month (ChatGPT) · API token pricing: image $8/M input, $2/M cached input, $30/M output; text $5/M input, $1.25/M cached input, $10/M output
Skip ifLowest-cost bulk image generation with predictable per-image invoices

Plan guidance

What to buy

Best plan$0-$200/month (ChatGPT) · API token pricing: image $8/M input, $2/M cached input, $30/M output; text $5/M input, $1.25/M cached input, $10/M output

Watch: Closed model with policy and rate-limit constraints...

Price range$0-$200/month (ChatGPT) · API token pricing: image $8/M input, $2/M cached input, $30/M output; text $5/M input, $1.25/M cached input, $10/M output

Image: $8/M input, $2/M cached input, $30/M output; Text: $5/M input, $1.25/M cached input, $10/M output

Upgrade only ifNot for lowest-cost bulk image generation with predictable per-image invoices

Closed model with policy and rate-limit constraints...

Current pricing source: Source

Fit

Use it for this, skip it for that

Best for

Infographics, slides, annotated diagrams, maps
Multilingual text rendering (Japanese, Korean, Chinese, Hindi, Bengali)
Photoreal product photography with brand consistency
4K resolution output at custom aspect ratios

Avoid if

Lowest-cost bulk image generation with predictable per-image invoices
Users wanting open weights
Aesthetic stylized illustration where Midjourney V7 still edges ahead

Watch out: Closed model with policy and rate-limit constraints; compare against Ideogram for typography-first generation and Flux/Stable Diffusion for local or controllable pipelines.

Recent changes

Only what affects the decision

Jun 25, 2026
API token pricing
Rechecked the public OpenAI pricing table. GPT-Image-2 remains token-priced; buyer math should not use the older fixed per-image launch shorthand
Source
Jun 23, 2026
API token pricing
OpenAI's current public pricing page presents GPT-Image-2 as token-priced rather than a fixed per-image list price; older per-image shorthand should be treated as an estimate, not the list...
Source
Jun 12, 2026
All tiers
Recheck found the public pricing surface moving toward token pricing. Current buyer math should use the June 23 token-pricing row
Source

Alternatives

Best swaps

Midjourney

The aesthetic-quality leader for AI image generation. V8.1 is now the default model, and image-to-video animation is available a

$10-$120/month · 9.3/10 Flux

Black Forest Labs' image model family: FLUX.2 Max/Pro/Flex/Klein for API generation and editing, FLUX.2 Dev/Klein open weights,

$0 local / hosted from ~$0.012-$0.07+ per MP · 8.8/10 Stable Diffusion

Stability AI's open-weight image model family. SD 3.5 Large remains the flagship as of June 2026. Free to self-host with a compa

Free (self-host) or ~$0.03-$0.08 per API image · 8.8/10

Build comparison

Proof and score mathVerified Jun 25

Proof

Why this recommendation is trusted

EvidenceOpenAI image generation docs

Source: Registered source
Freshness: Review due
Confidence: Low confidence
Verified: Jun 25, 2026
Review: Sep 12, 2026
Volatility: Volatile

Stale source openai-image-generation-docs.

Editorial score

Unweighted average of 4 axes · confidence high

Utility10/10
How much real work it can do for a competent operator, end to end.
Value9/10
What you get for the dollar relative to the closest alternative.
Moat9/10
How hard it would be for a competitor to replicate the underlying advantage.
Longevity9/10
How likely the product is to still be best-in-class 24 months out.

Verified facts

Best ForTeams that need high-quality prompt following, editable images, and text-in-image output inside ChatGPT or OpenAI API workflows.
highVolatile2026-06-25OpenAI image generation docs
Pricing AnchorConsumer access follows ChatGPT plan limits; API pricing is published as token pricing on OpenAI API pricing and should be checked per model, input modality, cached input, output, quality, and image size.
highVolatile2026-06-25OpenAI API pricing
Watch Out ForClosed model with policy and rate-limit constraints; compare against Ideogram for typography-first generation and Flux/Stable Diffusion for local or controllable pipelines.
highVolatile2026-06-25OpenAI launch post
Api AvailableYes. OpenAI image-generation docs cover model use through the Images API.
highVolatile2026-06-25OpenAI image generation docs
Model FamilyOpenAI GPT Image 2 is a ChatGPT/API image generation model focused on better instruction following, text rendering, and image editing.
highVolatile2026-06-25OpenAI launch post

Full review notesLong-form details, FAQ, and source history

OpenAI’s reasoning-native image generation model, released April 21, 2026 alongside the ChatGPT Images 2.0 consumer product. Model ID gpt-image-2 on the OpenAI API and in Microsoft Foundry.

The step change is reasoning inside the image model. GPT Image 2 thinks before it draws, handling multi-step compositional prompts (infographics, slides, annotated diagrams, maps, manga panels) that tripped up OpenAI’s older image models. It also renders readable text in 12+ languages, including Japanese, Korean, Chinese (Simplified and Traditional), Hindi, and Bengali, previously the weak point for every major image model.

Recent developments

June 25, 2026: API pricing rechecked against OpenAI’s public pricing table. GPT-Image-2 is still listed as token-priced: image $8/M input, $2/M cached input, $30/M output, plus text $5/M input, $1.25/M cached input, $10/M output.
June 23, 2026: Pricing rechecked against OpenAI’s public API pricing page. The durable public API anchor is token pricing: image $8/M input, $2/M cached input, $30/M output, plus text $5/M input, $1.25/M cached input, $10/M output. Older per-image figures are estimates, not the current list-price format.
May 19, 2026: OpenAI added C2PA conformance, SynthID watermarking, and a public verification-tool preview for ChatGPT, Codex, and API-generated images. Treat this as a provenance workflow upgrade, not a perfect detector; metadata can still be stripped and absence of a signal is not proof that an image is human-made.
May 13, 2026: Pricing and feature set verified unchanged 3 weeks post-launch. Earlier buyer copy used per-image shorthand, but API billing should now be anchored to OpenAI’s token table.
April 21, 2026: ChatGPT Images 2.0 and gpt-image-2 launch. Native reasoning, 4K resolution, multilingual text, and up to 8 variants per prompt. Free tier gets capped access; Plus, Pro, and Business add higher limits and richer ChatGPT workflow features.
April 21, 2026: Adobe + NVIDIA ship agentic creative workflow at Adobe Summit. Pipeline-level orchestration competes with stand-alone image-gen workflows; expect enterprise buyers to evaluate GPT Image 2 inside both ChatGPT and third-party agent stacks.

System Verdict

Pick GPT Image 2 if you need reasoning in the image step, reliable multilingual text rendering, or ChatGPT-native image workflows with brand consistency. It is especially strong for infographics, slides, annotated diagrams, maps, and product photography as of June 2026. The ChatGPT bundle (text, code, voice, image under one $20/mo subscription) is the best-value default for users who would otherwise pay for multiple tools.

Skip it if your workload needs open weights, a simple fixed per-image invoice, or pure aesthetic stylization. Stable Diffusion and Flux keep the open/local-control lane. Midjourney still leads on cinematic composition and stylized illustration; Niji still owns anime.

Who pays which tier: ChatGPT Free for casual use, Plus $20/mo for most individuals who want thinking mode and web-search-in-generation, Pro $200/mo for heavy commercial use with priority generation, Business for teams needing commercial terms and admin. API buyers should model token usage from OpenAI’s live pricing table rather than relying on old per-image shorthand.

Key Facts


Model ID	gpt-image-2
Released	April 21, 2026
Predecessor	GPT Image 1.5 (December 2025, retired)
Native reasoning	Yes (thinking mode on Plus, Pro, Business)
Max resolution	4K at custom aspect ratios
Variants per prompt	Up to 8
Text rendering	12+ languages including Japanese, Korean, Chinese, Hindi, Bengali
Web search in generation	Yes (Plus, Pro, Business only)
Consumer entry point	ChatGPT Free, Plus, Pro, Business
API access	OpenAI API, Microsoft Foundry
API pricing	Token-priced in the current OpenAI table; do not treat older per-image estimates as list prices
Image token pricing	$8/MTok input · $2/MTok cached input · $30/MTok output
Text token pricing	$5/MTok input · $1.25/MTok cached input · $10/MTok output
Commercial use	Plus, Pro, Business; Free tier terms-limited
Provenance	C2PA Content Credentials, SynthID watermarking, and OpenAI verification-tool preview as of May 19, 2026
Open weights	No

Every data point above was verified on 2026-06-25. See Sources in the launch news item, the May 19 provenance update, and OpenAI’s current API pricing page.

What it actually is

A single reasoning-native image model accessed three ways:

Consumer: inside ChatGPT at chat.openai.com. Free tier runs the standard model; Plus and above unlock thinking mode, longer reasoning runs, and web search inside generation for real-world branding reference.
Enterprise chat: ChatGPT Business with commercial terms and team admin.
API: gpt-image-2 endpoint on OpenAI API and inside Microsoft Foundry. OpenAI’s public pricing table now presents it as token-priced by image and text modality.

The reasoning layer is the meaningful upgrade. Prior-generation image models could not reliably plan a three-panel infographic with heading, body, and footnote; GPT Image 2 can. That unlocks a set of workflows (slide export, annotated maps, multi-panel product sheets) that previously required manual composition or a design tool.

When to pick GPT Image 2

Text-heavy generation. Infographics, slides, annotated diagrams, maps, and product labels. It is one of the strongest current choices as of June 2026.
Multilingual output. Japanese, Korean, Chinese, Hindi, Bengali text rendering all landed readable at launch and held through June verification. Previously the exclusive domain of Ideogram; that moat is gone.
Brand-consistent product photography. Multi-image consistency holds subject, lighting, and logo across generations.
Programmatic workflows. Token-based API pricing lets teams model input, cached input, and output costs rather than buying a separate image app.
ChatGPT bundle users. If you already pay for Plus, image gen is included; running Midjourney or Firefly alongside doubles subscription spend.

When to pick something else

Pure aesthetic stylization: Midjourney V7. Still the reference for cinematic composition and stylized illustration.
Open weights: Stable Diffusion or Flux. GPT Image 2 is closed.
Cheapest bulk generation: compare Flux and specialist media APIs when you need predictable high-volume image costs.
IP indemnification on licensed training data: Adobe Firefly. OpenAI’s training data provenance for GPT Image 2 has not been disclosed in the same detail.
Anime and illustrative work: Niji 7 (via Midjourney) still leads the aesthetic.

Pricing

Consumer subscription (via ChatGPT):

Plan	Price	What you get
Free	$0	Standard gpt-image-2, capped daily runs
Plus	$20/mo	Thinking mode, longer reasoning runs, web search in generation
Pro	$200/mo	Plus features plus higher daily caps and priority generation
Business	Custom	Plus features plus commercial terms, team admin, usage pooling

API pricing:

Modality	Input	Cached input	Output
Image	$8/MTok	$2/MTok	$30/MTok
Text	$5/MTok	$1.25/MTok	$10/MTok

Prices were last rechecked 2026-06-25 via the OpenAI API pricing page, the OpenAI launch post, and the OpenAI image-generation docs. Provenance controls were updated and verified against OpenAI’s May 19 announcement.

Against the alternatives

	GPT Image 2	Midjourney V7	Adobe Firefly Image 5	Flux 2	Ideogram
Native reasoning	Yes	No	No	No	No
Max resolution	4K	HD 2K (V8 Alpha)	4MP native	4K	2K
Multilingual text	12+ languages	Limited	English-first	English-first	Strong (English)
IP indemnification	Not disclosed	No	Yes (paid tiers)	No	Business tier
Open weights	No	No	No	No (API)	No
Consumer bundle	ChatGPT	Standalone	Adobe CC	Standalone	Standalone
API availability	OpenAI + Microsoft Foundry	Enterprise only	Adobe Firefly Services	fal.ai, Replicate	Ideogram API
Entry price	Free ChatGPT route plus token-priced API	$10/mo	$9.99/mo	Hosted pricing varies by provider	$8/mo
Best viewed as	Reasoning + text specialist	Aesthetic specialist	Commercial-safe generalist	Open-API alternative	Text-in-image specialist (fading)

Failure modes

Training data provenance. OpenAI has not disclosed which datasets trained GPT Image 2 at the level of detail Adobe provides for Firefly. Enterprise buyers with strict provenance requirements should check Business-tier terms carefully.
Aesthetic ceiling. Midjourney V7 still beats GPT Image 2 on cinematic composition and stylized illustration. GPT Image 2 is more competent than inspired.
Rate limits on Plus and Pro are not publicly specified. Heavy creative users hit them by trying.
Thinking mode latency. Multi-step reasoning trades latency for quality. Single-image generations that finished in seconds on GPT Image 1.5 can take 30-90 seconds on GPT Image 2 with thinking.
Safety refusals. Public figures, copyrighted characters, brand logos, and sensitive medical or legal imagery are refused more aggressively than by Stable Diffusion or Flux. Expected for the vendor class but worth knowing.
No open weights. No self-hosted deployment path. All generation happens on OpenAI infrastructure.

Methodology

This page was produced by the aipedia.wiki editorial pipeline, an automated system that ingests vendor documentation, verifies pricing and model details against primary sources, and generates the editorial analysis you are reading. No individual human wrote this review. Scoring follows the four-dimension rubric at /about/scoring/ (Utility x Value x Moat x Longevity, unweighted average). Last verified 2026-06-25 against the May 19 provenance update, the OpenAI launch announcement, the OpenAI API pricing page, and the OpenAI image-generation docs.

FAQ

Is GPT Image 2 free to use?

Yes, inside ChatGPT. The free tier gives capped daily access to the standard gpt-image-2 model. ChatGPT Plus at $20/month unlocks thinking mode, longer reasoning runs, and web search inside generation.

How is GPT Image 2 different from GPT Image 1.5?

Three meaningful upgrades: native reasoning in the image model (multi-step compositional prompts now land), 4K resolution at custom aspect ratios (up from 2K), and readable text rendering across 12+ languages (previously English-biased). Also up to 8 variants per prompt from a single generation and web search inside generation for real-world branding reference.

Is there an API?

Yes. Model ID gpt-image-2 on the OpenAI API and in Microsoft Foundry. OpenAI’s public pricing page now lists token-based pricing: image $8/MTok input, $2/MTok cached input, $30/MTok output; text $5/MTok input, $1.25/MTok cached input, $10/MTok output.

Can I use GPT Image 2 outputs commercially?

Yes on ChatGPT Plus, Pro, and Business tiers, and on the API. The Free tier has use restrictions; check the current OpenAI terms before publishing Free-tier outputs in a commercial context.

Does GPT Image 2 beat Midjourney?

On text-in-image, infographics, slides, maps, and multilingual output, yes. On pure aesthetic stylization, cinematic composition, and illustrative work, Midjourney V7 still edges ahead. For users running both a chatbot and an image generator, the ChatGPT Plus bundle at $20/month is the better-value default; for users focused purely on art direction, Midjourney is still the tool.

Does it replace Ideogram?

On text rendering, effectively yes. Ideogram’s moat was reliable text-in-image across English, which GPT Image 2 now matches and extends to 12+ languages. Ideogram still has its own UX, team features, and Business-tier indemnification that may matter for specific workflows, but the underlying capability advantage is gone.

Is there an open-weights version?

No. GPT Image 2 is a closed-weights model served from OpenAI infrastructure. Self-hosted deployments are not possible. For open-weights image generation in June 2026, see Stable Diffusion or Flux.

Category: AI Image Generation
Also see: ChatGPT (consumer bundle) · Midjourney · Adobe Firefly · Flux · Ideogram · Stable Diffusion

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aipedia.wiki Editorial. (2026). GPT Image 2: Editorial Review. aipedia.wiki. Retrieved August 3, 2026, from https://aipedia.wiki/tools/gpt-image-2/

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aipedia.wiki Editorial. 2026. "GPT Image 2: Editorial Review." aipedia.wiki. https://aipedia.wiki/tools/gpt-image-2/.

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@misc{gpt-image-2-editorial-review-2026,
  author = {{aipedia.wiki Editorial}},
  title = {GPT Image 2: Editorial Review},
  year = {2026},
  publisher = {aipedia.wiki},
  url = {https://aipedia.wiki/tools/gpt-image-2/},
  note = {Accessed: 2026-08-02}
}

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