ChatGPT Images 2: Why OpenAI Built a New Image Model After Killing Sora


A lot has changed in the AI industry in the four months since OpenAI released ChatGPT Images 1.5. We’ve seen a heated race to build agentic tools, an unprecedented deal with the Pentagon and unending AI slop

Now, OpenAI is back in the generative media game. The company announced on Tuesday that it’s releasing ChatGPT Images 2, its next-generation image model.

Left: an AI ad for a (fake) matcha shop in Brooklyn Heights. Right: an AI magazine cover mock up named Open SciFi

ChatGPT Images 2 is meant to create text-heavy designs, like in this matcha advertisement and fake magazine cover. 

OpenAI/Compiled by CNET

It may seem strange that OpenAI is releasing a new image model just a month after announcing the shuttering of its once-viral Sora AI video app in order to focus on building enterprise-ready “core products.” But it’s clear from how the new model was built that OpenAI isn’t backtracking on that goal. 

ChatGPT Images 2 is designed to produce text-heavy images, including infographics, scientific posters, study guides and marketing materials. The days of weird Sora videos and Studio Ghibli-inspired memes are over. 

Now, the company is building AI that can do what it calls “economically valuable creative tasks.”

“The aperture and use cases for visual intelligence just expand so broadly, and we believe that this is so critical to ChatGPT’s vision for developing your own personal assistant, because your creative assistant is a huge part of who you are as an individual,” Adele Li, product lead for ChatGPT Images, told reporters in a press briefing.

(Disclosure: Ziff Davis, CNET’s parent company, in April 2025 filed a lawsuit against OpenAI, alleging it infringed Ziff Davis copyrights in training and operating its AI systems.)

Left: a gaming character card for an anime character named Kenji. Right: an educational poster about red pandas

In these examples, you can see how much better ChatGPT Images 2 is at rendering legible text.

OpenAI/Compiled by CNET

OpenAI has been chasing the dream of a super app, a one-stop shop for all things AI, built out of its Codex platform. ChatGPT Images 2 is bringing the creative piece of that puzzle. 

The new model naturally improves typography, iconography and composition to produce more professional AI images. It can generate text in multiple languages. AI image models have notoriously struggled with creating legible, factually correct text. ChatGPT Images 2 is OpenAI’s best model for that yet. Google previously improved its text rendering with Nano Banana Pro, but even that “best of the best” model struggled with accuracy. 

AI Atlas

ChatGPT Images 2 is rolling out to all users now. Your generation limit depends on your plan: The more you pay, the more AI images you can generate. 

Developers using the model in the API can create images in 2K and 4K resolution, though these higher resolutions are still in beta and may be wonky. Paying users can also create images using thinking and reasoning models, which help them search the web for information, compile it into a readable design and double-check their work.

“Image model” doesn’t seem like quite the right term for ChatGPT Images 2, though it is technically correct. ChatGPT doesn’t capture the fantastical surrealism of AI imagery like Midjourney, nor offer anywhere near the editing tools of Adobe Firefly. 

But it’s catering to a group of users in the middle of the spectrum of Midjourney’s artistic enthusiasts and Adobe’s professional creators: those who need to create attractive content. 

Like Anthropic’s newly released Claude Design, OpenAI’s ChatGPT Images 2 is aimed at working professionals. Teachers can use it to create study guides and illustrated lesson plans. Marketing managers can create social media posts and visual assets. 

You can create up to eight images from a single prompt, like a three-page report, that maintain visual consistency across all of them.

Matching pages for one key lime pie recipe

You can make longer reports with ChatGPT Images 2, all matching pages.

OpenAI/Compiled by CNET

Matching pages for one key lime pie recipe

This is the second half the AI-generated key lime pie recipe. Notice the visual consistency.

OpenAI/Compiled by CNET

One downside is that if you want to tweak an AI image, you’ll still need to regenerate it. With more text-heavy designs, that’s more likely to be necessary, so you’ll run through your credits quicker. OpenAI said it’s focused on maintaining its iterative, prompt-based editing flow to keep it easy to use.

OpenAI’s safety procedures haven’t significantly changed since its last image model. It still includes metadata through the C2PA standard, so AI images’ origins can be identified. Abusive and illegal imagery is still prohibited in OpenAI’s policies, an important guardrail for AI companies to effectively enforce, given recent examples of AI-generated deepfakes and nonconsensual intimate imagery.





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Medically reviewed by Kierra Brown, RD

Canned sardines and anchovies are high in protein and healthy fats, plus they have a long shelf life.Credit: Design by Health; Getty Images
Canned sardines and anchovies are high in protein and healthy fats, plus they have a long shelf life.
Credit: Design by Health; Getty Images
  • The nutritional profiles of anchovies and sardines are very similar.
  • Compared to sardines, anchovies contain slightly more protein and omega-3 healthy fats.
  • However, sardines have higher concentrations of many vitamins and minerals, and usually have less added sodium.

Anchovies and sardines are both small, oily fish that are usually canned or jarred. Despite their similarities, anchovies and sardines do have some nutritional differences when it comes to protein, healthy fats, and micronutrient content.

Which Small Fish Has More Protein?

 While both fish are excellent sources of lean protein, anchovies have a slight edge:

  • Sardines, canned in oil: 6.97 grams in a 1-ounce serving
  • Anchovies, canned in oil: 8.19 grams in a 1-ounce serving

The amount of protein your body needs depends on a number of factors, including age, health status, and physical activity levels.

Healthy adults should consume 1.2-1.6 grams of protein per kilogram of body weight, according to updated federal dietary guidelines.

For example, if someone weighs 70 kilograms (or 155 pounds), they may want to consume at least 84 grams of protein every day. A 1-ounce serving of anchovies canned in oil would get them about 10% of the way toward that daily protein goal.

Protein is critical for cell development and repair, contributing to physical growth and development.

Is One a Better Source of Healthy Fats Like Omega-3s?

When it comes to healthy fats in general, sardines come out on top:

  • Sardines, canned in oil: 2.56 grams of unsaturated fat in a 1-ounce serving
  • Anchovies, canned in oil: 1.8 grams of unsaturated fat in a 1-ounce serving

But if you're looking to boost your levels of omega-3 fatty acids—a specific type of healthy unsaturated fat—anchovies are the better choice. A 1-ounce serving contains 594 milligrams of omega-3s, while the same amount of sardines has 278 milligrams.

Consuming more omega-3s and healthy fats in general may benefit multiple different aspects of your health:

  • Heart health: Omega-3s help reduce levels of triglycerides, or fats in the blood; high triglyceride levels are a risk factor for heart disease and stroke. In general, research has shown that eating unsaturated fats in place of saturated fats—the kind found in full-fat dairy, red meat, and tropical oils—reduces your risk of heart disease.
  • Brain health and cognitive function: Some research suggests that insufficient levels of omega-3s may increase the risk of brain health concerns, including Parkinson's disease, schizophrenia, attention deficit hyperactivity disorder (ADHD), and depression. Another study found that omega-3 supplements could improve mild cognitive impairment, a condition that causes memory and thinking issues that can develop into dementia.
  • Eye health: In some studies, people who ate fatty fish (and more omega-3s) had a lower risk of age-related macular degeneration, a condition that can blur vision. Similarly, there's evidence that diets higher in omega-3s could reduce the risk of dry eye disease. However, more research is needed.

How Do They Compare for Vitamin and Mineral Content?

Along with protein and healthy fats, sardines and anchovies are packed with essential micronutrients. However, they contain different amounts of these key vitamins and minerals:

  • Vitamin B12: Sardines have about 10 times more vitamin B12 than anchovies. This B vitamin supports nerve cell function, red blood cell formation, metabolism, and the creation of DNA.
  • Vitamin D: One sardine has the vitamin D content of about eight anchovies. Vitamin D helps the body absorb calcium and supports bone maintenance and growth.
  • Iron: As compared to sardines, anchovies contain about 60% more iron. This mineral helps form red blood cells, supports muscle and tissue function, and more.
  • Phosphorus: Sardines are nearly twice as rich in phosphorous than anchovies are. In fact, a 1-ounce serving of sardines contains about 20% of the daily recommended intake for adults. Phosphorus is key in creating structures in the body, including teeth, DNA, and cell membranes.
  • Calcium: As compared to anchovies, sardines are a better source of calcium, a mineral which helps support and maintain bone health.

Comparing Sardines and Anchovies

Nutritional content always varies based on packaging and other factors, but here's how a typical 1-ounce serving of anchovies compares to a 1-ounce serving of sardines:

Sardines, canned in oil Anchovies, canned in oil
Calories 59 60
Protein 6.97 grams (g) 8.10 g
Total fat 3.23 g 2.75 g
Carbohydrates 0 g 0 g
Calcium 108 milligrams (mg) 65.8 mg
Iron 0.828 mg 1.31 mg
Magnesium 11.1 mg 19.6 mg
Phosphorus 139 mg 71.4 mg
Potassium 113 mg 154 mg
Selenium 14.9 micrograms (mcg) 19.3 mcg
Sodium 87 mg 1,040 mg
Zinc 0.371 mg 0.692 mg
Vitamin B12 2.53 mcg 0.249 mcg
Vitamin D 1.36 mcg 0.482 mcg

In addition to their relatively similar nutritional profiles, sardines and anchovies share many other commonalities.

Both are considered forage fish, and they're often eaten by larger fish or marine mammals. Sardines are a bit bigger—they're 4-12 inches while anchovies are usually 7-8 inches—but both species' relative small size and low position on the food chain ensures they have low mercury levels.

Once they're harvested, anchovies and sardines are usually jarred or canned in water or oil to make them shelf stable. One difference is that canned anchovies are often salt-cured—this gives them a pink color and a salty flavor (as well as high amounts of sodium).

What To Know Before Adding These Small Fish to Your Diet

Anchovies and sardines aren't naturally high in sodium (or salt), but jarred or canned versions often have a lot of salt added.

For instance, a 1-ounce serving of anchovies canned in oil contains 1,040 milligrams of sodium, which is 45% of the recommended daily limit for adults.

Diets high in sodium raise your risk of developing high blood pressure, heart diseases, artery diseases, heart attack, and stroke.

When purchasing canned fish, check the nutrition label and try to find a product that has lower amounts of sodium.

Sardines and anchovies also usually contain bones. The canning process makes these bones safe to eat, though young children and people with swallowing concerns may want to avoid them.



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