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Gemini 3 sneaks out. my night with it and the buzz.

Dishant Sharma
Dishant Sharma
Nov 20th, 2025
4 min read
Gemini 3 sneaks out. my night with it and the buzz.

Last night i sat on my couch with a beer. Phone in hand. Scrolled X for the hundredth time. Google dropped Gemini 3. Just like that. No big event. No countdown. November 18, 2025. It hit the app while i ate cold pizza.

i expected hype. Trailers. Benchmarks. Instead it felt quiet. Like they snuck it out. i opened the Gemini app. Saw new options. "Fast" and "Thinking". Picked Thinking. Asked it a hard coding bug i'd fought all week. It fixed it in seconds. Clean code. Explained why my loop sucked.

i stared at the screen for a full minute.

You've had that moment. Old model spins. Gives garbage. This one just... gets it.

i refreshed X. Posts exploded. People testing math problems. Image stuff. Long contexts. One guy said it solved a puzzle that broke every other model. Another complained about quotas already. Hit the limit after three prompts.

But most just said: finally.

i dug deeper this morning. Still on the couch. Coffee now. Read the blog. They pushed it straight to search. Day one. Paid users get "Thinking" mode in AI Overviews. Handles complex stuff better. Less fluff.

Reddit lit up too. r/LocalLLaMA full of screenshots. People calling it the new king. Some mad it's not open. Others benchmarking live. Scores high on reasoning. Multimodal jumps. Handles video native now.

i tried a video prompt. Uploaded a clip of my dog chasing his tail. Asked for a story. It wrote a funny one. Added details i never said. Creepy good.

And quotas suck. Hit mine fast. Annoying.

Why this matters to you. You've used Gemini 2.5. Solid. But slow on hard stuff. Hallucinated sometimes. This feels sharper. Less wrong. Google says it's their smartest yet. Built for nuance. Context. Intent.

i believe them. For once.

How i found out more

i used to think launches were clean. Press release. Demo. Done.

Here's what actually happens. Leaks start months early. "Gemini-3-pro-preview-11-2025" in code. Polymarket bets millions on dates. Insiders whisper.

Most tutorials say wait for the blog. Read the paper.

What actually happens is chaos. Day one servers melt. Quotas hit. People rage on reddit.

The first time i tried Gemini 3. Opened the app. Typed a simple question. "Explain quantum entanglement like i'm 10." Old one was okay. This one told a story with cats in boxes. Made me laugh. Then asked if i wanted the math. i said yes. Dropped proper equations. No fluff.

It felt alive.

Look. Here's what i mean.

Most models parrot. This one thinks.

Why the rollout feels rushed

They integrated it into search immediately. First time ever. No waiting months.

People ask: is it better than GPT-5?

Early tests say yes on reasoning. No on some creative stuff. But day one. Patches coming.

My coworker tried it for code. Fixed a bug in minutes. Thing we spent days on.

The problem isn't speed. It's access. Free tier limited. Paid hits quotas fast.

Surprising detail. It calls out your bad prompts now. Blunt. "This question is vague. Try this instead."

i wish i'd known that sooner. Saved hours.

What people say on X and reddit

Excitement mostly. "Finally caught up." "OpenAI shook."

Some hate. "Still behind on images." "Quotas kill it."

One thread: guy asked it to plan a trip. Handled flights, hotels, budget. Booked nothing. But close.

Another: solved ARC-AGI puzzles better. Those abstract ones.

But lots complain about waitlists. Enterprise pilots already running.

Random break: naming models

Google picks star signs. Gemini. Why?

Old NASA program. Two-person capsule. 1965. Gus Grissom flew it. Smuggled a sandwich aboard. Got in trouble.

i like that. Models named after old space stuff. Human. Messy.

My dog just barked at nothing. Again.

Real talk

This isn't for everyone. Casual chat? Stick to free tier. Or Claude.

You code heavy? Reason hard? Pay up. Worth it.

Most people don't need this. Yet.

Quotas annoy me. Google has the data centers. Fix it.

Biggest misconception. It's not just bigger. Smarter reasoning chain. Less hallucinate.

But it's new. Bugs coming. Wait a week.

One final thought

i still have that fixed code open. Works perfect now.

Should have slept more. But damn. This one feels different.

What did you try first? Tell me. i need more prompts before quota resets.

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