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AI GOT SMARTER — SO WHY IS IT GETTING MORE EXPENSIVE?
With the release of Gemini 3 Flash, many use cases that previously relied on costly large-scale models can now run at lower cost with comparable or better performance. However, at the same time, access to the best AI—via top-tier models and $200/month premium plans—is getting more expensive.
It’s been over three years since ChatGPT went mainstream.
AI capabilities have exploded — reasoning, generation, editing, automation — all advancing at breakneck speed.
Yet a strange contradiction has emerged:
Free or cheap models are already “good enough”
But the best AI experiences now cost $200/month
API prices are falling, while AI products are getting more expensive
This article breaks down the core paradox defining AI in 2025:
INTELLIGENCE IS GETTING CHEAPER — BUT AI IS GETTING MORE EXPENSIVE
Using recent model launches and product shifts, we’ll explain why this is happening — and what it means going forward.
⚡ GEMINI 3 FLASH: THE GENERATIONAL SHIFT HAS ARRIVED
Google’s release of Gemini 3 Flash sends a very clear signal to the market.
78% on SWE Bench Verified
Outperforms Claude Sonnet 4.5 and even Gemini 3 Pro
Capable of replacing previous “expensive” frontier models
The implication is massive:
For most real-world use cases, high-cost frontier models are no longer necessary.
Internal tools, SaaS products, automation pipelines, and daily workflows can now run on cheaper models without sacrificing performance.
“Good enough intelligence” is no longer rare — it’s abundant.
💰 WHY AI IS STILL GETTING MORE EXPENSIVE
Despite falling intelligence costs, AI pricing continues to rise. Why?
REASON ①: FRONTIER MODEL PRICE RESETS
Models like:
Gemini 3 Pro
GPT-5.2
Claude Opus series
have established a higher baseline price across the industry.
REASON ②: $200/MONTH IS THE NEW NORMAL
Users now willingly pay for:
“Best possible AI”
Fewer limits
Fastest access
Priority features
The market has proven that people will pay for premium AI experiences.
REASON ③: AI IS NO LONGER AN API — IT’S A PRODUCT
Pricing is no longer determined by:
Token cost ❌
Model size ❌
Instead, it’s driven by:
UX
Workflow integration
Ecosystem lock-in
Exclusive capabilities
AI is now priced as an experience, not as intelligence.
🎨 CHATGPT: IMAGE UI AND THE RETURN OF THE AI APP STORE
ChatGPT has launched a standalone image generation UI, powered by GPT-Image-1.5.
Slightly beats Google’s image models on benchmarks
Exceptionally polished and intuitive UX
The real win isn’t raw performance — it’s usability.
ChatGPT removed friction from image generation.
At the same time, OpenAI has revived its ChatGPT App Store vision:
App submission and review process
Built-in monetization paths
Clear developer incentives
This positions ChatGPT as:
The operating system for AI-powered applications
🔗 https://openai.com/index/new-chatgpt-images-is-here/
🔗 https://openai.com/index/developers-can-now-submit-apps-to-chatgpt/
🔗 https://developers.openai.com/apps-sdk/build/monetization
🧩 META’S SAM: FROM GENERATION TO EDITING
Meta’s continued investment in the Segment Anything Model (SAM) family reveals a major shift.
🎧 SAM AUDIO
Isolates specific sounds from complex audio
Enables intuitive, AI-powered audio editing
📸 SAM3 POWERING INSTAGRAM EDITS
Object selection
Background blur
Outfit tagging
Precise outlining
The takeaway is clear:
AI value is moving from “create” to “edit.”
Editing is where users spend time — and where AI becomes indispensable.
🧑💻 CLAUDE CODE: DEVELOPER EXPERIENCE IS THE MOAT
Claude Code is no longer just a CLI tool.
New capabilities include:
Automatic follow-up prompt suggestions (Tab to accept)
Syntax-highlighted diffs
A first-party plugin marketplace
One critical note:
If you installed Claude Code via NPM a long time ago, switch to the native version.
claude install
This single command unlocks the modern experience.
🌐 WHAT I’M CONSUMING
Frontier of the Year 2025
🔗 https://frontier2025.netlify.app/Cursor CEO interviews John Schulman
🔗 https://www.youtube.com/watch?v=29BYxvvF1iMPrompt caching explained (excellent for beginners)
🔗 https://ngrok.com/blog/prompt-cachingPrototypes are the new PRDs
🔗 https://www.figma.com/blog/prototypes-are-the-new-prds/What Claude Code’s Plan Mode actually is
🔗 https://lucumr.pocoo.org/2025/12/17/what-is-plan-mode/
⚙️ TOOLS & DEMOS
Incredible — Deep Work AI Agents
🔗 https://www.incredible.one/People Search by Exa AI
🔗 https://exa.ai/blog/people-search-benchmarkResemble AI — Deepfake detection with explanations
🔗 https://x.com/0xDevShah/status/2001382695012819237Letta Code — Long-lived memory-first coding agents
🔗 https://github.com/letta-ai/letta-code
🔗 https://www.letta.com/blog/letta-codeQuorum — AI writing without the “slop”
🔗 https://www.quorum.page/
🥣 DEV DISH
Mistral Small Creative (API-only model)
🔗 https://docs.mistral.ai/models/mistral-small-creative-25-12port-killer (macOS utility)
🔗 http://native%20macos%20menu%20bar%20app%20for%20finding%20and%20killing%20processes%20on%20open%20ports/prettylog
🔗 https://prettylog.net/Google MCP
🔗 https://github.com/google/mcpmini-SGLang
🔗 https://x.com/lmsysorg/status/2001356624855023669
🍦 AFTERS
Replit Learn
🔗 https://learn.replit.com/FrontierScience benchmark
🔗 https://openai.com/index/frontierscience/YouTube Playables Builder
🔗 https://www.youtube.com/playablesbuilder/
🧠 FINAL TAKEAWAY: AI ISN’T GETTING CHEAPER — IT’S DIVERGING
✅ Intelligence is commoditizing
❌ Premium AI experiences are getting more expensive
🔑 The real competition is UX, integration, and ecosystem control
The future question isn’t:
“Which AI is the smartest?”
It’s:
“Which AI saves you the most time and compounds your output?”
That’s where value — and pricing power — now lives.
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