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Takashi Fujino
Takashi Fujino

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ChatGPT Review: Popular Best

 ChatGPT has 700 million weekly active users. It's the default AI for most of the planet.

But if you're a developer choosing your daily driver based on popularity alone, you're leaving performance on the table.

We reviewed ChatGPT's current state — GPT-5.4, all pricing tiers, benchmarks, and the trade-offs nobody talks about. Here's the short version.

What it does well

The ecosystem is unmatched. Text, images, video, voice, Excel integration, Codex, 60+ app connections. If you need one tool that does everything, this is it.

GPT-5.4's computer-use capability is real — it can see screens, issue clicks and keystrokes, and operate software autonomously. For agentic workflows, this matters.

Where it falls short for devs

Coding quality: Claude still leads on multi-file refactoring, complex instruction following, and SWE-bench. The 0.8% gap sounds small until you're debugging a 50-file PR.

Creative output has declined. On the SM-Bench independent benchmark, GPT-5.4 scored 36.8% in creative writing. DeepSeek V3.2 (free) scored 100%. If you're generating docs, READMEs, or user-facing copy, this matters.

Safety filters block legitimate use cases. Try writing a penetration testing scenario or a villain's dialogue for a game. The refusals are aggressive.

The $200 Pro trap: Same annual cost gets you ChatGPT Plus ($20) + Claude Pro ($20) + Midjourney ($30), with $1,560 left over.

The stack we'd actually recommend

  • Coding: Claude
  • Ecosystem/integrations: ChatGPT Plus
  • Research/fact-checking: Gemini
  • Don't bother: ChatGPT Pro at $200/month (95% of devs won't hit the limits that justify it)

Full review with benchmark data, the DoD contract analysis, and detailed pricing breakdown:

Read on Future Stack Reviews →

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