CleanSlop vs Prism: Features, Pricing & Which Is Better (2026)

A side-by-side comparison of CleanSlop and Prism — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.

CleanSlop

Freemium

Scans vibe-coded apps for launch-blocking issues like leaked keys and data exposure, and reports what to fix first, right from your coding agent.

Agent-Native Scanning: Tell Claude Code, Codex, Cursor or other agents to scan with CleanSlop and fix findings where you build.
System-Level Code Mapping: Maps routes, background jobs, data and external services so each finding follows a real call path.
Prioritized Reports: Findings grouped as needs attention, worth a look and minor, worst first.
Evidence for Every Finding: Shows where each issue lives in your code and why it was flagged.
Plain-English Fixes: Explains what is wrong, why it matters and what to do about it.
Copy for LLM: Hands any report to your AI tool so it can apply the fixes.
GitHub App Integration: Scan only the repositories you select, read-only access.
Expert Triage Calls: Book a 15-minute call with a CleanSlop engineer to walk through findings.

A solo founder checks a Next.js and Supabase app built with an AI coding assistant before launching.
A developer discovers an exposed AI API key bundled into browser code and moves it to a server route.
A side-project builder verifies that one user's data cannot be read by another through database policies.
A Claude Code user runs a scan from the terminal and has the agent fix the top findings.
A team lead gets a short prioritized list instead of hundreds of linter warnings.
An indie hacker books an expert triage call to confirm an ambiguous finding.

Freemium

A native macOS AI workspace with multi-provider chat, hosted models, an MCP registry, and @-tools.

Multi-Provider Chat: Use GPT-5.5, Claude Opus, Gemini, and local models and compare providers side by side in one workspace.
Prism Hosted: Access frontier models for reasoning, coding, and long-context work without bringing your own API key.
Quick AI: Summon any model from any macOS app without breaking your flow.
MCP Registry and @-Tools: Curated MCP servers with saved credentials and @-mention tools for file, quiz, and flash-card flows inside the thread.
Local Proxy: An OpenAI-compatible local proxy on paid plans routes external IDEs and CLIs like Claude Code through your configured models.
Native macOS Design: A single SwiftUI window for chat, tools, and history built specifically for Mac.

Comparing Models Side by Side: Test the same prompt across multiple providers and pick the best answer.
Key-Free Frontier Access: Use top hosted models through Prism Hosted without managing your own API keys.
In-App AI Anywhere: Trigger Quick AI from any Mac app to draft or answer without switching context.
Routing Coding CLIs: Point Claude Code and other CLIs at the local proxy to use Prism-configured models.
Tool-Augmented Chat: Use MCP servers and @-tools to run file, quiz, and flash-card workflows directly in chat.