Chaos and Order

💡 왼쪽 원문을 읽으면서 오른쪽에 따라 써보세요. Tab 키로 힌트를 받을 수 있습니다.

원문 렌더가 준비되기 전까지 텍스트 가이드로 표시합니다.

The 2026 Map of PKM Tools — Four Axes: Document, Block, Data, Graph, Canvas

As of May 2026, the Personal Knowledge Management (PKM) space is simultaneously thriving and stagnating. Notion is no longer just a notes app — it has become a "work OS" that bundles Calendar, Mail, and AI Workflows. Obsidian shipped Bases as a first-class database feature in 1.7. Late entrants like Logseq, Anytype, Tana, Capacities, and Heptabase carve niches with very different philosophies.

The problem is that there are now too many tools. Every week on r/PKMS, Hacker News, and productivity YouTube, the same question recurs: "Which one should I use?" The result is widespread "tool hopping," where people spend more time migrating than actually writing notes. This post maps fifteen PKM tools onto four axes, compares them side by side, and recommends starting points for different user types.

The Four Axes

| --------------- | ------------------------------ | -------------------------------- | ------------------------------- | ----------------------------- |

These axes are not mutually exclusive. Obsidian is graph and canvas, and with Bases it is now also leaning into the data axis. Notion is block and database, and with AI it dabbles in graph-style reasoning. But asking which axis a tool feels most "rooted in" exposes its character and trade-offs.

Big trends of 2026

- **AI integration is now table-stakes.** Every mainstream PKM ships LLM-based search, summarization, and writing assistance. The differentiator is the context window and the quality of citations.

- **A data-sovereignty split.** Anytype and Logseq emphasize P2P and local-first. Notion, Tana, and Reflect double down on cloud SaaS. The two camps are diverging.

- **Personal and team boundaries blur.** Personal PKMs leak into team wikis (Notion Teamspaces, Tana Teams, Capacities Spaces) and vice versa.

- **The object model is rising.** Instead of plain pages, tools increasingly treat notes as typed objects — Book, Person, Meeting — with structured properties.

- **Mobile-first remains a dead end.** Desktop is still where serious PKM happens. Mobile works mostly as a capture device.

Notion (Block + Database) — Now Extended with AI Workflows, Calendar, and Mail

Notion is still the most widely used PKM and collaboration tool as of 2026. Its core strengths have not changed: block-based editing, powerful databases, a rich template marketplace, and effortless sharing. But what shipped between 2025 and 2026 is more than incremental.

Notion in 2026

- **Notion AI Workflows (GA).** Multi-step automations that go beyond chatbot. Take meeting notes, extract action items, create database rows with mentions to assignees — all in one workflow.

- **Notion Calendar.** Cron, acquired in 2024, is now fully integrated into Notion. Drag an event onto a page and the meeting notes live next to the calendar entry.

- **Notion Mail.** Launched in 2025 beta, this is an email client layered on Gmail. Convert mail to pages, AI triage, AI replies.

- **Notion Sites 2.0.** Strengthened public publishing of pages. Custom domains, SEO, and basic analytics built in.

Notion's strengths

| Strength | Detail |

| ------------- | ----------------------------------------------------------------- |

| Databases | Relations, rollups, formulas 2.0 — close to Airtable territory |

| Collaboration | Mentions, comments, permissions, guests, share links — all polished |

| Templates | Largest free and paid template ecosystem |

| Embeds | Figma, Loom, YouTube, GitHub — embeds work for almost any SaaS |

| API | Official API plus stable automation via Zapier and Make |

Notion's weaknesses

| Weakness | Detail |

| ---------- | ----------------------------------------------------------------------- |

| Offline | Still weak in 2026. There is a cache but reliability is uneven |

| Speed | Large workspaces still show noticeable page-load lag |

| Backlinks | Present, but no Obsidian or Logseq-grade graph view |

| Lock-in | Markdown export exists, but database semantics do not survive intact |

| Pricing | Per-seat workspace pricing keeps creeping up |

A Notion database example

Here is a 2026-style "Reading List" schema, expressed as an abstract structure rather than the visual editor.

Database: Reading List

Properties:

- Title (text)

- Author (text)

- Status (select: To Read / Reading / Done / Abandoned)

- Rating (select: 5 stars / 4 / 3 / 2 / 1)

- Tags (multi-select)

- Date Added (date)

- Date Finished (date)

- Themes (relation -> Themes DB)

- Quotes (rollup from child pages)

- AI Summary (Notion AI generated)

The interesting part of Notion is that relating "Themes DB" to books lets you visualize themes inside a book's page. With AI Workflows, adding a new book triggers an automatic fill of cover image, author bio, and summary — a flow that finally became reliable in 2026.

Notion fits you if

- Collaboration is central to your work

- You want to build a "life OS" on top of databases

- You prefer visual editing over raw markdown

- You want notes, calendar, and email in one place

Notion does not fit you if

- You need plain-text, locally owned data

- You want deep backlinks and graph thinking

- You work offline a lot

Obsidian 1.7 — Bases, Properties, Canvas, Sync v2

Obsidian had its largest single release in late 2025 with version 1.7. The headline is **Bases** — a proper database experience over local markdown files, paired with the upgraded **Properties** UI. Combined, they bring Obsidian close to Notion's database power while preserving plain-text data.

Obsidian's philosophy

- **Local-first.** Notes are markdown files on your disk. The vault folder is the data.

- **Plain text plus frontmatter.** YAML frontmatter encodes metadata. Portability to other tools is high.

- **Plugin ecosystem.** Over 1,700 community plugins. Dataview, Templater, and Excalidraw are de facto standards.

Major changes in 1.7

| Feature | Detail |

| ----------- | ----------------------------------------------------------------------- |

| Bases | YAML frontmatter rendered as database views with filters and sorting |

| Properties | Better frontmatter UI, type inference, autocomplete |

| Canvas | Stable since 1.4, stored as JSON so git diffs work |

| Sync v2 | Better conflict resolution, encryption, version history (paid add-on) |

| Mobile | iPad multi-window and external keyboard support improved |

Why Bases matters

Before Bases shipped, Obsidian users built database-like workflows with the `Dataview` plugin. The problem was that Dataview queries lived inside code blocks, which made them inaccessible to non-developer users. Bases is a GUI on top of the same underlying frontmatter — easier to discover and edit, with the data still on disk.

Here is a single book note as plain markdown.

title: How to Take Smart Notes

author: Sönke Ahrens

status: Done

rating: 5

tags: [pkm, zettelkasten, note-taking]

finished: 2026-04-10

Summary

Ahrens systematizes Luhmann's slip-box method...

Linked notes

- [[Zettelkasten]]

- [[Atomic notes]]

- [[Building a Second Brain]]

With Bases in 1.7, building a "books finished this year, sorted by rating descending" view is a few clicks.

Obsidian's strengths

- Data sovereignty — you can back up or move the whole vault folder

- Backlinks and graph view — supports the discovery side of PKM

- Plugin freedom — you can write your own in TypeScript

- Canvas — infinite canvas integrates with the rest of the vault

- Pricing — free for personal use, only Sync and Publish are paid

Obsidian's weaknesses

- Weak collaboration — real-time multi-user editing is not the design goal

- Mobile UX trails the desktop

- Plugin dependency risk — if a key feature is third-party, breakage is possible

- Learning curve — simple at first, deep yak-shaving possible

Obsidian fits you if

- You want a notes archive that lives 20+ years

- You want to practice Zettelkasten-style linked thinking

- You are comfortable with markdown

- You enjoy tinkering with your own workflow

Logseq — The Open-Source Outliner

Logseq emerged in 2020 as the open-source answer to Roam Research. The atomic unit is not a page but a **block**, and every block is a potential backlink target.

What defines Logseq

- Open source (GPL v3) with active GitHub development

- Local-first — notes are `.md` or `.org` files on your disk

- Daily-notes centric — today's page is the entry point

- Outliner model — indented trees with arbitrary backlinks

- Whiteboard feature, similar in spirit to Obsidian Canvas

- Database beta (v0.10+) — a new DB engine alongside the markdown vault

Logseq's strengths

- Free, open source, your data

- Daily notes lower the barrier to capture

- Block-level transclusion

- Strong academic user base via Zotero integration

Logseq's weaknesses

- Performance — beyond 10k notes the lag becomes noticeable

- Mobile — iPad/iPhone apps trail the desktop

- DB migration — moving to the new DB engine has reported edge cases

- Visual polish — minimal but not as "pretty" as Notion or Craft

Logseq fits you if

- You are an open-source absolutist

- You like Roam's outliner style but balk at the price or cloud dependence

- You enjoy a daily-journal-plus-backlink workflow

Anytype — P2P and the Sovereign Data Experiment

Anytype is arguably the most "political" PKM in 2026. The core value is **data sovereignty**: notes stay on your device, sync over P2P, and never reach a server in plaintext.

What defines Anytype

- Local-first with P2P sync, CRDT-based conflict resolution

- Object model — every note is a typed object. Built-ins include Page, Book, Person, Task, with user-defined types

- Graph view, relations, collections

- Open source — core is MPL-2.0, all clients are open

- Anytype Network — an optional pool of sync nodes; users can also run their own

Anytype's strengths

- Real data sovereignty (E2EE, local storage)

- Compelling for journalists, activists, lawyers, academics with sensitive data

- A clean object model

Anytype's weaknesses

- Still maturing — limited API and plugin ecosystem

- P2P sync works best when multiple devices are online

- Search performance and mobile UX trail Notion and Capacities

- Korean / Japanese IME compatibility issues have been reported (being addressed)

Anytype fits you if

- Data sovereignty is non-negotiable

- Your vault size is moderate (heavy users hitting hundreds of thousands of notes are not yet well-tested)

- You want to participate in an open-source / P2P experiment

Capacities — An Object-First Model (Books, People, Places)

Capacities gained traction in the PKM community across 2023–2024. Its hallmark is an **object-centric** model.

The Capacities object model

Everything in Capacities is an Object, and every Object has a Type. Built-in types include:

| Type | Use |

| ---------------- | ---------------------------------------------------------------- |

| Page | Free-form writing, the default |

| Daily Note | Per-day pages |

| Person | Colleagues, friends, interviewees |

| Book | Reading notes |

| Movie / Show | Films and TV |

| Place | Travel, cafes, offices |

| Idea | Quick ideas, memos |

| Tag | Free tags |

| Custom Object | User-defined types |

Each object carries its own properties and forms a graph through relations. A natural graph like "Book → Author (Person) → Recommended by (Person) → Related film (Movie)" emerges with little effort.

Capacities' strengths

- A well-designed object model that structures information quickly

- One of the better mobile apps in the PKM space (iOS and Android)

- An AI Assistant that understands object context

- Visual design — often considered prettier than Notion

Capacities' weaknesses

- Markdown export exists, but the object model does not migrate cleanly (lock-in risk)

- The free plan is constrained (storage, sync)

- Collaboration features are still thin (closer to personal PKM)

- Sparse plugin and extension ecosystem

Capacities fits you if

- You want to manage "people, books, and places" alongside your notes

- You capture a lot on mobile

- You care about UI polish

Tana — Supertags and an AI-First Posture

Tana, founded with some Roam Research alumni, is among the strongest "AI-first" PKMs in 2026.

Tana's core ideas

- **Supertags** — tags act as schemas. Tag a note with `#book` and it becomes a book object with pre-defined properties (author, rating, status).

- **Live Search / Live Views** — dynamic views that update as notes are added.

- **AI Native** — you can ask the AI to fill in supertag metadata, and the AI can reference other notes.

- **Outliner** — Roam / Logseq-style indented notes.

Tana's strengths

- Supertag expressivity — one of the most elegant ways to type and structure notes

- Deep AI integration — the AI is a first-class part of the note structure, not a chat sidebar

- Power-user community publishes sophisticated workflows

Tana's weaknesses

- Steep learning curve

- Pricing — effectively top of the PKM market

- Closed-ish data model (markdown export exists but loses semantics)

- The mobile app is a secondary surface

Tana fits you if

- You are a power user who wants to design a precise object schema

- You want AI woven through the structure of your notes

- The subscription pays for itself because PKM directly impacts your work

Reflect — AI Plus Calendar Integration

Reflect, launched in 2021, pitched "AI + Calendar + Notes" from day one. In 2026 it offers both GPT-class and Claude-class models as options and focuses on automating meeting notes and email summaries.

What defines Reflect

- Daily notes plus backlinks (Roam-style)

- Google Calendar integration — meetings auto-create note templates

- AI — meeting notes to action items, memos to tweets and emails, writing assistance

- Optional E2EE

- A balanced experience between desktop and mobile

Reflect's strengths

- Strong fit for meeting-driven and calendar-driven workflows

- High-quality AI features

- Light and fast UI

Reflect's weaknesses

- Databases and tables are weaker than Notion or Capacities

- Some users find the price-to-feature ratio narrow

- Limited plugin and extension ecosystem

Reflect fits you if

- More than half your day is meetings and calls

- You actively use AI for writing and email

- You prefer something lightweight

AppFlowy — The Open-Source Notion Alternative

AppFlowy, launched in 2022, is an open-source Notion alternative built in Rust and Flutter. The same codebase covers desktop, mobile, and web.

What defines AppFlowy

- Open source (AGPL v3)

- Self-hostable (AppFlowy Cloud)

- Pages, blocks, and databases mirroring the Notion model

- AI — both proprietary integrations and OSS model options

- Active community — over 60k GitHub stars

AppFlowy's strengths

- Genuine open source, self-hostable

- Familiar UX for anyone migrating from Notion

- A rational choice when your company requires data sovereignty

AppFlowy's weaknesses

- Less mature than Notion (databases, automations)

- Template and extension ecosystem cannot compete with Notion yet

- AI integrations are still in beta

AppFlowy fits you if

- Your team has strict data-sovereignty requirements

- Your organization values open source

- You want a Notion-like experience without the lock-in

Heptabase — Visual Whiteboards for Studying

Heptabase has a narrow and clear positioning: notes for learning. The product centers on an infinite whiteboard onto which you lay out cards to see a bigger picture.

What defines Heptabase

- Card-and-whiteboard metaphor

- Cards hold markdown, images, and PDF annotations

- Cards link to each other and groups of cards become new whiteboards

- General notes, a daily journal, and a task manager

- Desktop is the primary surface; mobile is auxiliary

Heptabase's strengths

- The best tool for visualizing the structure of what you are learning

- PDF annotations convert to cards seamlessly

- A strong base of students and researchers

Heptabase's weaknesses

- Subscription pricing is on the higher end

- Weak collaboration and public sharing

- Mobile UX is secondary

Heptabase fits you if

- You are a student, PhD candidate, or researcher

- You want to visually organize books and papers

- You frequently work on "big picture" maps

RemNote, Mem, Bear, Craft, NotePlan — Other Options

A short pass through tools with distinct identities that did not deserve their own chapter.

RemNote — Notes Meets Spaced Repetition

- Notes and flashcards live in the same tool

- Strong for med students, exam prep, and language learners

- A note line converts directly into an Anki-style flashcard

- A bit heavy for general-purpose PKM

Mem — AI Ambition and Uncertainty

- Mem Labs took early OpenAI-side funding as an AI-first PKM

- Product direction and pricing shifted frequently across 2024–2025

- As of 2026, user trust has eroded (per community reports)

- "AI auto-categorizes and links notes" is appealing in theory but inconsistent in practice

Bear — Beautiful Markdown for Mac and iOS

- Optimized for the Apple ecosystem, with refined typography

- Markdown, tags, and backlinks (since 2.0)

- macOS and iOS only, limited database power and complex workflows

Craft — Apple-Flavored Block Notes

- Block model close to Notion plus Apple design language

- iCloud sync; shared pages publish on clean URLs

- Databases are weaker than Notion and there is lock-in

NotePlan — Daily Notes Plus Tasks

- Markdown-based, calendar and tasks in one view

- macOS and iOS, can share files with Obsidian

- No Windows, Linux, or Android support

Zettelkasten, Building a Second Brain, Tools for Thought — The Theoretical Roots

Tools alone do not make a PKM. Without a method, even the best tool turns into a well-organized graveyard. The three most influential threads in 2026:

Zettelkasten — Niklas Luhmann's Slip-Box

The German sociologist Niklas Luhmann wrote about 70 books and hundreds of articles out of a slip-box ("Zettelkasten") containing 90,000 index cards. The core principles:

- **Atomic notes.** One note, one idea.

- **Linking.** Explicit links between notes.

- **Permanent notes.** A note is written to last; it must be self-contained over time.

- **Emergent structure.** Categories grow from the bottom up, not from a top-down outline.

Sönke Ahrens' "How to Take Smart Notes" is the most influential English-language primer.

Building a Second Brain — Tiago Forte's CODE and PARA

Tiago Forte's "Second Brain" methodology targets ordinary knowledge workers rather than scholars.

- **CODE** — Capture, Organize, Distill, Express.

- **PARA** — Projects, Areas, Resources, Archive — a four-bucket classification.

The advantage is approachability. The drawback is that it is so simple that you will inevitably bend it to your own situation.

Tools for Thought — Andy Matuschak's Working Memo

Andy Matuschak's public working notes are arguably the model "open second brain." His emphasis:

- A note is part of the doing, not a side activity after.

- Evergreen notes must remain re-readable over time.

- Writing and thinking cannot be separated tools.

This thread fueled the broader "Tools for Thought" movement, which clearly influences Roam Research, Obsidian, Logseq, and Heptabase.

Which Tool Should You Pick? — By User Type

After fifteen tools, the obvious question remains: which one? No single answer fits everyone, but reasonable starting points by user type:

Students (undergrad and graduate)

- First pick: Heptabase (visual learning) plus Obsidian (long-term vault)

- Second pick: RemNote (when spaced repetition matters — medicine, law, languages)

- Third pick: Notion (heavy group projects)

Researchers (academia, PhD)

- First pick: Obsidian plus Zotero integration (citation management)

- Second pick: Heptabase (paper whiteboards)

- Third pick: Logseq (active academic citation plugin community)

General knowledge workers (PMs, designers, engineers, writers)

- First pick: Notion (collaboration plus databases)

- Second pick: Capacities (personal PKM first)

- Third pick: Reflect (when meetings and calendar are dominant)

Developers (Tools-for-Thought friendly)

- First pick: Obsidian (vault as git repo)

- Second pick: Logseq (open source plus daily notes)

- Third pick: Tana (knowledge graph plus AI)

Team wiki plus personal PKM

- First pick: Notion Teamspaces

- Second pick: AppFlowy self-hosted (strong sovereignty needs)

- Third pick: Tana Teams (power-user teams that can fund it)

Data sovereignty first

- First pick: Obsidian plus your own cloud (iCloud, Syncthing)

- Second pick: Anytype (P2P)

- Third pick: AppFlowy self-hosted

Notes for Korean and Japanese Users — IME, Sync, and Pricing

PKM comparisons skew English-language-centric, which hides real issues for East Asian users. Brief notes on the practical pain points.

IME compatibility

- Notion — Hangul and Japanese IME both fine. Slash commands behave during IME composition.

- Obsidian — Mostly fine. Rare duplicate-input quirks tend to be plugin conflicts and are usually solvable.

- Logseq — Hangul jamo-splitting issues existed historically but were largely resolved in the 0.10 line.

- Anytype — Has the most-reported Korean / Japanese IME issues; improvements are in flight.

- Capacities, Tana, Reflect — No major IME issues.

- AppFlowy — Flutter-related IME issues occasionally reported.

Sync and legal posture

- Notion — Data centers are US-based. Some Korean enterprise data governance policies may conflict.

- iCloud-backed apps (Bear, Craft, NotePlan) — Work well in both Korea and Japan.

- Anytype P2P — Generally fine across Korean and Japanese networks; NAT scenarios can introduce sync lag.

Pricing reality

In KRW and JPY, PKM subscriptions add up quickly. Comparison of free or one-time options:

| Tool | Pricing model | Notes |

| ---------- | -------------------------------------- | -------------------------------------- |

| Notion | Freemium plus subscription | Plus tier is where real features open |

| Obsidian | Free for personal, Sync and Publish paid | Most reasonable value overall |

| Logseq | Completely free | Donation-driven |

| Anytype | Free if running your own node | Anytype Network has paid options |

| Capacities | Freemium plus subscription | Pro tier for real features |

| Tana | Paid | Effectively power-user only |

| Reflect | Paid | Trial then subscription |

| Heptabase | Paid | Student discounts |

| RemNote | Freemium | Generous free tier |

| Bear | Freemium plus Bear Pro | Apple ecosystem only |

| Craft | Freemium plus subscription | Student discounts |

| NotePlan | Subscription | macOS and iOS only |

| AppFlowy | Free, cloud option paid | Self-host whenever you want |

A practical recommendation

For a Korean or Japanese reader just starting PKM:

1. Collaboration-centric — Notion free, upgrade to Plus only when needed.

2. Personal vault — Obsidian free plus iCloud or Syncthing for sync.

3. Learning-centric — Obsidian plus RemNote free.

4. Sovereignty first — Obsidian with your own backup, or try the Anytype beta.

The cost of switching tools is consistently underestimated. Before picking anything, check that your vault can survive five years from now in a portable format (markdown, your own disk, a backup policy). That decision matters far more than which logo you end up with on your dock.

References

- Notion Help Center — Notion AI, Calendar, Mail: https://www.notion.so/help

- Obsidian Release Notes (1.7 series): https://obsidian.md/changelog/

- Obsidian Bases (Properties + Database views): https://help.obsidian.md/Plugins/Bases

- Obsidian Canvas: https://obsidian.md/canvas

- Logseq GitHub: https://github.com/logseq/logseq

- Logseq Docs: https://docs.logseq.com/

- Anytype Official: https://anytype.io/

- Anytype GitHub: https://github.com/anyproto

- Capacities Official: https://capacities.io/

- Tana Official: https://tana.inc/

- Reflect Official: https://reflect.app/

- AppFlowy GitHub: https://github.com/AppFlowy-IO/AppFlowy

- AppFlowy Official: https://appflowy.io/

- Heptabase Official: https://heptabase.com/

- RemNote Official: https://remnote.com/

- Mem Official: https://mem.ai/

- Bear Official: https://bear.app/

- Craft Official: https://www.craft.do/

- NotePlan Official: https://noteplan.co/

- Roam Research: https://roamresearch.com/

- Sönke Ahrens, How to Take Smart Notes: https://takesmartnotes.com/

- Tiago Forte, Building a Second Brain: https://www.buildingasecondbrain.com/

- Andy Matuschak, working notes: https://notes.andymatuschak.org/

- Tools for Thought (Howard Rheingold): https://en.wikipedia.org/wiki/Tools_for_Thought

- PARA Method (Forte): https://fortelabs.com/blog/para/

- Zettelkasten introduction (Luhmann): https://en.wikipedia.org/wiki/Zettelkasten