Folio AI vs Juggler: Features, Pricing & Which Is Better (2026)

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

Folio AI

Freemium

AI agent that builds and edits PowerPoint and Google Slides decks directly inside the app, built for consulting and finance teams.

Prompt to Deck: Generate a complete slide deck from scratch by describing what you need and how you want it done.
In-App Editing: Works directly inside PowerPoint and Google Slides with no installation, blending AI edits with manual touches.
Template Awareness: Automatically applies your existing brand fonts, colors, and pre-set layouts to every generated slide.
Fully Editable Output: Produces real PowerPoint shapes and objects, not images, so every element remains editable.
File Upload Grounding: Upload logos, images, or inspiration files and Folio uses them to ground the prompt.
Enterprise Security: Bring-your-own API keys, GDPR compliance, and SSO/MFA login on enterprise plans.

Consulting Decks: Produce client-ready strategy presentations quickly while keeping them on-brand.
Financial Reporting: Turn results and data into polished investor or board slides.
Deck Refinement: Open an existing presentation and prompt Folio to restructure or restyle it.
Template Standardization: Apply a firm's master template automatically across new decks.
Rapid Drafting: Generate a first-draft deck from a brief, then iterate manually.

Julian Storer

Free

A native desktop workbench for AI coding agents with branching conversation trees, inspectable tool calls and editable context.

Branching Conversation Trees: Fork the session at any point, recursively, so competing approaches and tangents run side by side without polluting the main context.
Miller Column Navigation: A Finder-style column layout lays out tool calls, item properties and nested sub-threads for long reading and editing sessions.
Transaction Inspector: Open any model transaction to see the assembled system prompt, messages, tool definitions, output, token use, timing and stop reason.
The Context Surgeon: Fold history into a new thread, move or copy items between branches, expand a branch back into its parent, and undo structural changes.
Local or Remote Sessions: Run the desktop app locally or the headless binary on the machine holding the code, then attach from the app, a browser or a phone.
Durable Sessions: Sessions are stored on disk as live-synced Yjs documents, so quits, relaunches and dropped connections do not lose the conversation.
Automatic Context Sizing: Juggler measures the full request before each call, reserves room for the answer and compacts older history before limits become an error.
Inspectable MCP Tools: Follow an MCP handoff end to end - schema offered, arguments generated, approval, result and errors - with server status, logs and per-tool filtering.
JavaScript Extension SDK: Context items, LLM loop strategies, slash commands, viewers and Pinboard tabs are extensions you can fork or replace, under a permissive Apache-2.0 SDK.

Exploring Competing Fixes: Branch a thread into two sub-threads to try different approaches to the same bug and compare results before committing.
Auditing Agent Behavior: Inspect exactly what the model received and returned when an agent makes a surprising edit to the codebase.
Remote Development: Run the server on a dev box or GPU machine where the repository lives and drive the same live session from a laptop or browser.
Long Refactors: Keep a multi-hour session alive across quits and reconnects, with the agent paused awaiting approval for its next step.
Provider Comparison: Drive Claude Code, Codex, Copilot, Gemini and local Ollama models through one interface to compare behavior on the same task.
Custom Tooling: Write JavaScript extensions that add slash commands, file viewers or new LLM loop strategies to the workbench.