Nucleus LogoNucleus
NUCLEUS VS CLAUDE CODE

Claude Code runs Claude. Nucleus runs Claude Code.

Bring your Claude Pro and Nucleus runs Claude Code on it — alongside Codex on your ChatGPT Plus and Atlas, our own agent. Auto review on commit, repo-wide audit, assets that land in the codebase — a self-improving codebase for $20.

TL;DR

Inside the Claude app, the runtime is Claude only. Inside Nucleus, Claude Code is one of three — running on the same Claude Pro you already pay — plus auto review on commit, repo-wide audit, and a chat product.

At a glance

Same bill. Whole stack.

Claude Code
Nucleus Plus
Price
Bundled in Claude Pro ($17–20 / mo)
$20 / mo
Runtimes
Claude only
Nucleus's own + Claude Code + Codex
Use your Claude / OpenAI sub
Claude only
Both — no inference markup
PR review
Ask Claude in the diff
Pre-commit in editor + GitHub PR reviews
Whole-repo security audit
Multi-stage investigation pipeline
Asset generation in repo
Image · video · 3D — lands natively in your project
Automations
Hooks + agents + `CLAUDE.md` (DIY)
Outcome-driven templates, scheduled
Triggers
Slack · Telegram · WhatsApp · GitHub · Sentry
Bundled chat + creative suite
Claude (chat only, Anthropic)
Agents + Studio (multi-provider)
The four pillars

One bill. Four reasons.

01·BEAUTIFUL

The CLI describes the asset. Nucleus drops it in.

Claude Code is a terminal — it can describe an image, not render one. Ask Nucleus for a hero image, a 6-second clip, a marble Atlas GLB and Studio runs inside the agent shell, drops the file into the right folder, and wires it into the right component. No second tab, no copy-paste, no terminal preview hack.

Inline · in-repo · ready to commit.
Generated natively in Nucleus.
02·MOST AFFORDABLE

Use your existing Claude subscription. Get started in Nucleus for free.

Claude Code is $20 — bundled in Claude Pro, but it's a CLI. You still need an IDE, a PR reviewer (CodeRabbit), a SAST scanner (Snyk), and an asset generator (Midjourney) to ship a real product. The full kit starts at ~$99/mo and balloons into the $1,000s once real usage kicks in. Nucleus plugs into the Claude sub you already pay; that subsidy carries the inference straight through — no markup, no per-token tax. The IDE is free, and the $20 Plus tier bundles everything else.

BYO sub · no markup · no per-token tax
MONTHLY COST · USD
PRICE / MONTH
$3000
$1500
$0
$20
$0
FREE
$99
$20
Claude Code
CLI · Claude Pro $20
Nucleus
IDE + Claude Pro
Claude Code stack
+ CodeRabbit + Snyk + Midjourney
Nucleus stack
everything · one bill
One sub you already pay → the IDE is free. Everything else, $20.
03·SAFEST

AI ships 10× faster. And 10× more vulnerabilities.

AI codegen has us shipping 10× faster — and quietly producing 10× more vulnerabilities. Claude Code can be asked to review in the CLI — but it ships no diff-review surface, no whole-repo audit, no inline guard. Nucleus adds three layers — PR review, multi-stage security review, plus an in-app review as you write.

Three layers · PR + security + in-app · subscription-included.
WHERE THE VULNERABILITIES DIE
01 · 100
Issues from AI codegen
Baseline · 10× human rate
02 · 45
After PR review
Catches diff-level bugs
03 · 12
After security review
Whole-repo AI audit
04 · 3
After in-app review
Inline as you write
Claude Code~all reach production
NucleusSurvivors get hunted
Claude Code ships zero review surfaces. Nucleus ships threePR + security + in-app.
04·MOST POWERFUL

Self-improving. Any event in. Any output out.

A trigger fires — a PR opens, a Sentry spike, a 9 a.m. cron. A Nucleus agent spins up in a cloud sandbox, works the brief, and an output lands. Claude Code ships hooks, subagents, and `CLAUDE.md` — all of which work, all of which are config-file engineering. Nucleus wires events to outcomes — every result lands in one inbox.

Any event → any agent → any output. One inbox.
EVENT → AGENT → OUTPUT
PR opened
Issue opened
CI failed
Sentry error
Daily · 9:00 AM
Weekly · Friday
Nucleus
PR review comment
Auto-fix PR
Sentry resolved
Standup digest
Release notes
Unified inbox
Claude CodeHooks + CLAUDE.md
NucleusAny event → any output
Claude Code ships config files. Nucleus ships event-driven outcomes.

One Subscription. Self Improving Codebase.

TRIGGER FROM
GitHub
Sentry
Slack
Telegram
WhatsApp
GitHub
Sentry
Slack
Telegram
WhatsApp
GitHub
Sentry
Slack
Telegram
WhatsApp

Who switches, honestly.

Stay where you are

Stay on Claude Code if Claude is the only model you want, the CLI or in-Claude-app view is enough, and you don't need PR review or security audit in the same product.

Switch

Switch to Nucleus if

  • you'd like to run Claude Code, Codex, and a third agent in the same shell
  • you want PR review at the diff before the commit
  • you want a memory graph instead of a markdown file
  • you want to stretch the Claude Pro subscription you already pay for
  • or you don't want to be locked to Anthropic

Nucleus runs 50+ models across 10+ providers, so every new frontier release stays inside the same subscription instead of forcing a switch.

Having the full stack in one place, compounds.

FAQ

The honest answers.

Stop stacking subs. Start shipping.