Photoshop Generative IA and credit System. Any good ?

The Bait-and-Switch of Photoshop’s Generative AI

From Unlimited Potential to a Pay-to-Play Insult

Do you remember when Generative Fill first landed in the Photoshop beta? It felt like magic. Suddenly, the impossible was just a text prompt away. We could expand canvases, remove objects flawlessly, and conjure entire scenes out of thin air. The best part? It was unlimited. Adobe encouraged us to play, to experiment, to push the boundaries. It was an exciting, open sandbox designed to generate incredible buzz and, more importantly, to get us hooked. We integrated it into our workflows, amazed by the possibilities. This journey into advanced editing is part of a guide to elevating your photography.

Of course, the other shoe was always going to drop. Once the feature moved from a thrilling beta into the official release, the “unlimited” playground was abruptly fenced off. The free-for-all was over. This was the inevitable pivot, a classic bait-and-switch maneuver we’ve seen time and again in the tech industry. Lure users in with a revolutionary, free feature, let them build a dependency on it, and then flip the monetization switch. It’s a cynical tactic that preys on the excitement and adoption of your most loyal users.

The New Reality: The Generative Credit System

Overnight, the conversation shifted from creative potential to resource management. Adobe introduced “Generative Credits,” a new digital currency that every paying subscriber now had to budget. Every selection, every prompt, every variation suddenly came with a price tag. The freedom to experiment without consequence vanished, replaced by a constant, nagging calculation: “Is this idea worth a credit?”

For photographers and designers who already shell out a significant monthly subscription for the Creative Cloud suite, this move felt less like a business decision and more like a profound insult. We already pay for access to the software. We pay for the updates and the new features. To then be told we have to pay again to use a core feature within the software we lease is absurd. It’s like paying rent for an apartment and then being charged extra every time you want to turn on the lights.

Deconstructing the Abysmal Credit System

Needlessly Complex and Punitive

The initial, blissful era of unlimited generative AI was just that—initial. Adobe has now replaced that creative freedom with a system of “Generative Credits.” On the surface, it seems straightforward, but the reality is a convoluted mess designed to ration your creativity. A standard generation up to 2048×2048 pixels costs one credit, but other actions like high-resolution outputs or upcoming features will cost more. The system forces you to constantly perform mental gymnastics, calculating the potential cost of every click.

This complexity feels intentional. It’s not designed for user clarity; it’s engineered to create anxiety and scarcity. Instead of freely experimenting and iterating—the very heart of the creative process—you find yourself hesitating. Is this prompt perfect? Will I be wasting a precious credit on a bad result? This friction actively discourages the playful exploration that made the tool so compelling in the first place. It transforms a creative partner into a stingy accountant scrutinizing your every move.

Contrast this with the initial beta period. It was a simple, exhilarating, “free-for-all” that encouraged users to push the boundaries of the technology and their own imagination. That was the hook. The credit system is the cage. The simplicity is gone, replaced by a punitive, metered approach that feels less like a professional tool and more like a coin-operated arcade machine that keeps eating your tokens.

My Credits Evaporated on Garbage Results

To illustrate how frustrating this is in practice, let me share a recent experience. I was working on a slightly surreal digital art piece and needed a very specific element: a “nano banana.” The idea was a tiny, photorealistic banana with glowing circuit board patterns etched into its peel, sitting on a clean surface. A simple, quirky concept that seemed perfect for Generative Fill.

My first prompt was something like, “Tiny banana with glowing circuit patterns on the peel.” The results were useless. One was a blurry yellow smudge, another was a regular banana with a weird texture, and the third looked like a malformed lemon. Okay, I thought, I’ll refine the prompt. I tried again. And again. Each click, generating three new variations, cost me another credit. I tweaked the wording, added “photorealistic,” “intricate,” and “macro detail,” but the AI consistently failed to grasp the concept.

In less than ten minutes of trying to create this one small element, I had burned through a significant portion of my monthly credit allowance. The worst part? I had absolutely nothing to show for it. Not a single one of the generated images was remotely usable. The credits weren’t exchanged for a flawed asset I could try to fix; they were utterly wasted on digital garbage. I received zero value. This isn’t paying for a service; it’s paying for the privilege of watching a machine fail, and it feels like a profound disrespect to the paying customer.

Firefly 3: More Hype, Less Quality

Testing Adobe’s Latest and Greatest AI Model

Hope, as they say, springs eternal. When Adobe announced Firefly 3, their latest and greatest generative model, I thought perhaps my frustrations were premature. Maybe this new engine, touted as a massive leap forward, would finally understand my simple “nano banana” prompt and redeem the entire system. I fired up the beta, re-entered my prompt, and prepared to be impressed. Well, the results were absolutely terrific. It was crap. Not just slightly off, but a significant regression from the already poor results of the previous version. The images were less coherent, less relevant, and frankly, baffling. It felt less like a sophisticated AI and more like a confused algorithm throwing random pixels at the canvas, hoping something would stick. Any optimism I had was instantly extinguished.

Adobe is Losing the AI Arms Race

This is what makes the situation so inexcusable. Adobe isn’t some plucky startup trying to find its footing; it is the undisputed titan of the creative software industry. For decades, Photoshop has been the verb for image editing. They have the resources, the talent, and the user base to be the world leader in generative AI for images. Yet, they are being thoroughly outclassed. When you place a Firefly 3 generation next to one from a competitor, the difference is stark. Models from companies like Google, such as Imagen 2, or even open-source alternatives, produce results that are light-years ahead in terms of quality, coherence, and prompt adherence. These systems can generate complex, photorealistic scenes with a consistency that Adobe’s model can only dream of. For a company that positions itself as the premium choice for creative professionals, delivering a third-rate AI engine while charging a premium for every single generation isn’t just a misstep—it’s an insult to the intelligence of its customers.

A Pattern of Disrespect for Creatives

The punitive credit system and underwhelming AI performance aren’t isolated missteps. They are symptoms of a much larger, more troubling pattern of behavior from Adobe—a fundamental disconnect from and disrespect for the creative professionals who form the core of their customer base.

Your Work is Just Training Data

Perhaps the most egregious example of this disconnect is the ongoing controversy surrounding Adobe’s terms of service. For years, creatives have raised alarms about clauses that grant Adobe sweeping rights to access and use customer content. With the advent of generative AI, the purpose became chillingly clear: our work, the very art we use their software to create, is being used as training data for their Firefly AI models.

This is a profound betrayal of trust. We pay a premium for professional tools, with the implicit understanding that our projects, intellectual property, and creative expressions remain our own. Instead, Adobe treats its paying customers as a free resource pool, consuming their labor and creativity to build a service that many artists fear will ultimately devalue their profession. It transforms the relationship from a simple software transaction into a parasitic one, where the user provides not only the subscription fee but also the raw material for their own potential replacement.

The Unsubscription Maze

This user-hostile attitude is cemented by one of the most notoriously difficult cancellation processes in the software industry. Anyone who has ever tried to end their Adobe subscription knows the ordeal. It’s a deliberately confusing maze of hidden links, confusing offers, and, most insultingly, exorbitant early termination fees that can run into hundreds of dollars.

You are often forced into a lengthy chat with a support agent whose primary goal is retention, not assistance. This isn’t a bug; it’s a feature. It is a business strategy designed to make leaving so financially painful and frustrating that many users simply give up. When you combine this practice with the bait-and-switch on AI credits and the appropriation of user data, a clear picture emerges. It is the picture of a company that feels it has a captive audience and no longer needs to earn its loyalty through value and respect. This is why it’s important to have a solid strategy for elevating your photography.

Is an Adobe Subscription Even Defensible Anymore?

The Value Proposition is Crumbling

When you step back and look at the complete picture, the situation becomes alarmingly clear. We are paying a premium monthly fee for a professional tool that is increasingly falling behind its competitors in the most crucial area of innovation: artificial intelligence. We are saddled with a punitive and confusing credit system designed to limit our use of a feature we are already paying for. And we are subjected to corporate practices, from data harvesting for AI training to convoluted cancellation processes, that demonstrate a fundamental lack of respect for the creative community.

This forces a difficult but necessary question: What are you actually paying for anymore? Is it the core Photoshop experience, which has seen fewer revolutionary updates in recent years? Is it for a Generative AI that burns through your allowance to produce unusable results? The value proposition that once made an Adobe subscription a non-negotiable part of a creative’s toolkit is fracturing under the weight of these user-hostile decisions.

Looking Beyond the Adobe Monopoly: The Rise of Alternatives

For years, Adobe has enjoyed a near-monopoly, making its subscription feel like an unavoidable cost of doing business. That era is definitively over. A growing ecosystem of powerful, user-friendly, and more ethically priced software is providing creatives with a genuine choice. It’s time to look beyond the Creative Cloud and explore tools built by companies that respect their customers.

A prime example is the Affinity Photo suite. For many professionals, it has become the leading challenger to Photoshop, offering a robust set of features that can handle demanding, high-end work. The most compelling aspect, however, is its business model. Instead of trapping you in a perpetual monthly payment cycle, Affinity offers its software for a single, one-time purchase. You buy it once, and you own it forever. This isn’t a “free” alternative; it’s a financially intelligent investment in a professional-grade tool that frees you permanently from the subscription treadmill and the anxieties of metered usage. It’s a return to the days when you paid for software, not rented it.