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Gemini 4 Carbon Simulations, Science and Engineering Prompts

223 things people built, tested and compared with Gemini 4 Carbon in its first weeks: 3D scenes, games, simulations, films made from code, real bug fixes and research, and dozens of same-prompt tests against Claude Fable 5.2 and Gemini 4 Argon. Each is credited and linked to the original post, with the prompt where the creator published one.

← All 223 Gemini 4 Carbon prompts

Last updated: · Gemini 4 Carbon API — pricing & playground · API docs

TL;DR

Gemini 4 Carbon (model id gemini-4-carbon) is Google's deeper-reasoning Gemini 4 model. Google built it on Gemini 4 Argon and describes the difference as more thinking tokens per turn; it opened to vetted cybersecurity defenders on 28 October 2026 and to every paid Gemini API developer on 10 November. It reads text, images, video, audio and PDFs with a 1,048,576-token context and writes text, so the scenes, games and films here are code it wrote (Three.js, WebGL, Blender Python, CUDA C++, Web Audio), mostly run by Google's Antigravity agent. Of the 223 cases, 18 include the prompt as published, 33 only the creator's request and 172 no prompt; we never fill one in. In same-prompt tests creators usually found Claude Fable 5.2's results more polished and Carbon's cost a small fraction of Fable's. On apimodels.app Carbon costs $1.10 per 1M input tokens and $5.50 per 1M output through 30 November 2026 and $2.20 / $11 from 1 December, against Google's $2 / $10 and $4 / $20.

Source: Google · Gemini 4 Carbon (the model vendor’s official site)

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Closed-loop FEA-to-CAD part design

Prompt not published

No prompt published. The team behind the account says Carbon is the best model they have tested for closed-loop FEA-to-CAD design, shown in a video of the workflow.

Clip:
Video, 15 s. About 17K views and 351 likes on X as of 12 November 2026.
Note:
The thumbnail shows a CAD app with a "Fusion FEA Design Loop" chat panel.
video by @adamdotnewSource
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Interactive 19th-century Parisian physics lab from one reference image

Prompt not published

No prompt published. From just a reference image, Carbon built an interactive 19th-century-style Parisian physics laboratory: 92 machined brass, copper and glass parts, a live Beer-Lambert Rankine vortex, an exploded view and an archival UI with a 60 FPS SVG wattmeter. The author says it designed the whole UI with no design references.

Clip:
Video, 48 s. About 51K views and 345 likes on X as of 12 November 2026.
Numbers the author reported:
92 machined brass, copper, and borosilicate parts
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Cinematic 3D black hole simulation in pure code

Summary

Only the creator's request is public, not a full prompt: "build a cinematic 3D black hole simulation"

What it is:
Asked for a cinematic 3D black hole simulation, Carbon produced plasma detail and gravitational distortion with no external 3D assets or pre-rendered video. The author finds it close to Opus 5.5 in visual quality, with its own colors and lighting.
Clip:
Video, 32 s. About 3,564 views and 69 likes on X as of 12 November 2026.
video by @pankajkumar_devSource
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Humanoid robot simulation with six motion modes

超絶リアルな人型ロボットの3Dシミュレーションを作って

What it is:
A one-line request for an ultra-realistic humanoid robot 3D simulation produced a Three.js robot with six modes such as walking, fast running and waving, a push-recovery disturbance test, live center-of-mass and joint-torque readouts, and switchable armor materials and LED colors. About 1,900 lines in one file, with no extra instructions.
Clip:
Video, 47 s. About 11K views and 38 likes on X as of 12 November 2026.
Numbers the author reported:
1ファイル約1,900行
by @masahirochaenSource
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Electric motor and generator demo after a three-hour run

Prompt not published

No prompt published. On High, Carbon ran for 3 hours to build this demo of an electric motor and generator, in pure Three.js with no Blender. The author puts its look on par with Opus 5.5 and says the result depends on the prompt.

Clip:
Video, 25 s. About 8,747 views and 29 likes on X as of 12 November 2026.
Numbers the author reported:
跑了3个小时
Note:
A follow-up (2120511551404986412) shows a group member's Fable 5.2 run of the same prompt. Reposted by @Crypto_146827.
video by @akokoi1Source
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City subway simulator with POV mode and passengers

Prompt not published

No prompt published. A subway simulator where every train moves from stop to stop across a large city, with a POV mode and passengers getting on and off. Made with early access.

Clip:
Video, 53 s. About 1,033 views and 17 likes on X as of 12 November 2026.
video by @jerrod_lewSource
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Periodic table of the elements made with Carbon

Prompt not published

No prompt published. A periodic table of the elements made with Carbon; the post has only a short video.

Clip:
Video, 34 s. About 1,411 views and 13 likes on X as of 12 November 2026.
video by @mylifccSource

How to write great Gemini 4 Carbon prompts

  1. 1Write a spec, not a wish. Creators who gave Carbon one vague line mostly got average results; one who ran 15 projects summed it up as: don't make wishes at it. The striking results came from briefs that named the stack, the deliverable and what done looks like, up to a spec of about 10,000 characters for a three-minute violin concert film.
  2. 2Show it a reference. Carbon reads video. One creator gave it the gameplay video of a shooter Claude Fable 5.2 had built and asked for the same game or better; another gave it Anthropic's own Fable 5.2 demo video to rebuild as a web page.
  3. 3Make it look at its own output. The shooter rebuild ran a headless-Chrome screenshot loop that caught and fixed three bugs on its own, in 48 minutes for $3.82. Another creator had Carbon review its screenshots like a VFX supervisor four times, about two hours and $7.40, turning a block of voxels into a convincing dinosaur.
  4. 4Name the format. "One HTML file. No external assets." is half of the 5,000-drone light show prompt. Simon Willison had to add "build that into a standalone HTML file" to get a page he could open on its own.
  5. 5Split big builds across agents. The largest builds used Antigravity's multi-agent /swarm mode: nine agents and 22,910 lines for a diorama builder in 1 hour 41 minutes, and five waves of agent critique for an open-world game.
  6. 6Follow up. One creator posted the same island and castle after the first prompt and after three follow-ups; the fire went from nine orange cubes to something close to real. The gap, in the author's words, came from the follow-ups.
  7. 7Check what it says it finished. In one six-app test every one of Carbon's final summaries claimed at least one feature that turned out broken or overstated. Ask it to click through the result in a browser and report what it saw.

Prompt formula

Carbon build brief = the deliverable and format (one HTML file, an MP4, a repo) + the stack and constraints + what done looks like + a reference (an image or video it should match) + a self-check (open it in a browser, screenshot, fix) + a stop condition or time and token cap

Example (our template, not a creator's prompt): Build a browser game: a night-time arcade racer on a neon highway. Three.js from a CDN, music and sound in Web Audio, everything else in one index.html. Match the mood of the attached video. Done means: it loads with no console errors, steering and crashes work, and a lap takes about 90 seconds. Open it in a headless browser, take screenshots at the start and mid-lap, fix what looks wrong, then tell me what you checked. Do not ask questions.

Frequently asked questions

Can Gemini 4 Carbon make 3D scenes, games or videos by itself?

Not directly. Carbon takes text, images, video, audio and PDFs and returns text. Every scene, game and film here was rendered from code it wrote: Three.js and WebGL pages, Blender Python, CUDA or C++ programs, Web Audio for sound. In a chat window you get the code or an HTML file; an agent such as Antigravity, Cursor or GitHub Copilot can run, render and test it.

Which tool did people use with Carbon?

Mostly Google's Antigravity, often with its /swarm multi-agent mode. Others used Cursor, GitHub Copilot, AI Studio, Vertex AI or the API from their own harness. Where the creator said, the card names the tool.

Is Carbon better than Claude Fable 5.2 for this kind of work?

Usually not on polish, often yes on cost. In most same-prompt tests here Fable 5.2 produced the better-looking, more complete result, while Carbon cost a fraction as much and sometimes won outright: $7.54 against $41.71 for three jobs in one test, where Carbon won two of the three.

Is Carbon better than Gemini 4 Argon?

Mostly yes, at the cost of time and tokens. The two cost the same per token; in these tests Carbon usually produced the stronger result and took several times longer, for example 81 minutes against 14 in one Blender test that Argon had failed. Google still recommends Argon for most everyday coding.

How much did these builds cost?

As the creators reported: $0.45 for a one-shot 3D platformer of 2,599 lines, $3.82 for the shooter rebuild, about $7.40 for four rounds of self-review and $27.68 for three long builds. Cost depends on the thinking level and how long the agent runs; thinking tokens are billed as output.

How do I run Gemini 4 Carbon?

On apimodels.app, call model gemini-4-carbon on the OpenAI-compatible /v1/chat/completions endpoint or the native Gemini endpoint with one key, from anywhere including mainland China. Raise the output limit to at least 32,768 tokens, stream long answers and allow a 15-minute timeout, because Carbon thinks for a while before it writes.

Can I reuse these prompts and videos?

The works belong to their creators. Clips from X play from X's own servers, videos on YouTube and Bilibili play in their own players, and every card links to the original; we do not host or re-upload any of them. Published prompts are quoted with credit, in full when short and excerpted when long. If you made one of these and want the card removed or the credit corrected, email us.

Run these prompts on apimodels.app

Gemini 4 Carbon is live here alongside 160+ other image, video, audio and language models — one API, one key, pay as you go, with $0.10 of trial credit on sign-up.

This library is open source on GitHub

The whole collection is on GitHub as Markdown and JSON: all 223 cases with credits and links to the original posts and pages, the tools and numbers each creator reported, and a summary of the same-prompt tests. The videos and images stay with their creators and are linked, not re-hosted. Prompts up to 400 characters are quoted in full; longer ones are excerpted, and unpublished ones are left out. Our own write-ups are licensed CC BY 4.0. Open an issue to add a case or correct a credit.

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