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How Ente Auth’s scores are calculated

The full audit trail, recomputed from the verdict data at build time through the same code that produced the leaderboard: verdict × quality × story weight per cell, cells sum to dimension scores, dimensions blend into the PA Score. Every number on the product page is reproducible from this page alone; for why the formula looks like this, see the methodology.

verdict factors: full ×1.0 · partial ×0.6 · disputed ×0.3 · none ×0.0 · n/a excluded from both sides · cell points = weight × quality × factor · cell max = weight × 10

PA Score18/100

Agent-ready 18.9 × 0.30 = 5.67

API quality 0.0 × 0.20 = 0.00

Openness 42.5 × 0.20 = 8.50

Built-in AI 0.0 × 0.15 = 0.00

Automation 24.0 × 0.15 = 3.60

(5.67 + 0.00 + 8.50 + 0.00 + 3.60) ÷ (0.30 + 0.20 + 0.20 + 0.15 + 0.15) = 17.77 ÷ 1.00 = 17.8

Scores are stored to 1 decimal; the product page’s pills round to whole numbers for display. Each dimension below shows the stories, verdicts, and cited evidence behind its number.

Agent-ready18.9/100×0.30 of the PA blend

Outside-in: can YOUR agent reach and drive this product — API, MCP, CLI, headless runs, agent docs.

Point an agent at llms.txt or agent-oriented docsweight 2

2 (weight) × 7 (quality) × 1.0 (full) = 14.0 of 20 max

  • [probe] https://ente.com/llms.txtPROBE llms.txt: HTTP 200 at https://ente.com/llms.txt # Ente > Ente builds private, end-to-end encrypted apps for photos, two-factor authentication codes, and files. Ente's
  • [probe] https://ente.com/llms.txtPROBE runtime (recorded 2026-09-15): ente.com serves a live llms.txt — '# Ente — Ente builds private, end-to-end encrypted apps for photos, two-factor authentication codes, and files. Ente's apps and server are open source...'.
  • [probe] https://ente.com/help/auth/.mdPROBE docs-md: HTTP 404 at https://ente.com/help/auth/.md
  • [probe] https://ente.com/openapi.jsonPROBE openapi: all candidate paths 404 (https://ente.com/openapi.json, https://ente.com/swagger.json, https://ente.com/api/openapi.json, https://ente.com/.well-known/openapi.json)

Run the product headlessly / in CI for automationweight 2

2 (weight) × 3 (quality) × 0.6 (partial) = 3.6 of 20 max

  • [claimed-docs] https://ente.com/help/auth/migration/exportYou can use [Ente's CLI](https://github.com/ente/ente/tree/main/cli#readme) to automatically backup your Auth codes.
  • [probe] https://ente.com/help/auth/migration/exportPROBE runtime (recorded 2026-09-15): Ente's official CLI is packaged in Homebrew as ente-cli 0.3.0, described by the formula itself as 'Utility for exporting data from Ente and decrypt the export from Ente Auth' — scriptable, keyless-to-install export tooling that makes the no-lock-in claim mechanically true.

Plug MCP servers into this product so it can use their toolsweight 3

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Connect an agent via an official MCP serverweight 3

3 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 30 max

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Use an official CLIweight 2

2 (weight) × 6 (quality) × 0.6 (partial) = 7.2 of 20 max

  • [claimed-docs] https://ente.com/help/auth/migration/exportYou can use [Ente's CLI](https://github.com/ente/ente/tree/main/cli#readme) to automatically backup your Auth codes.
  • [probe] https://ente.com/help/auth/migration/exportPROBE runtime (recorded 2026-09-15): Ente's official CLI is packaged in Homebrew as ente-cli 0.3.0, described by the formula itself as 'Utility for exporting data from Ente and decrypt the export from Ente Auth' — scriptable, keyless-to-install export tooling that makes the no-lock-in claim mechanically true.

Drive the product through a documented public APIweight 3

3 (weight) × 3 (quality) × 0.6 (partial) = 5.4 of 30 max

  • [probe] https://ente.com/help/auth/migration/exportPROBE runtime (recorded 2026-09-15): Ente's official CLI is packaged in Homebrew as ente-cli 0.3.0, described by the formula itself as 'Utility for exporting data from Ente and decrypt the export from Ente Auth' — scriptable, keyless-to-install export tooling that makes the no-lock-in claim mechanically true.
  • [claimed-docs] https://ente.com/help/auth/migration/exportYou can use [Ente's CLI](https://github.com/ente/ente/tree/main/cli#readme) to automatically backup your Auth codes.
  • [claimed-docs] https://ente.com/help/auth/changelogAdded support for search deep links via enteauth://search.
  • [probe] https://ente.com/openapi.jsonPROBE openapi: all candidate paths 404 (https://ente.com/openapi.json, https://ente.com/swagger.json, https://ente.com/api/openapi.json, https://ente.com/.well-known/openapi.json)

Issue scoped/least-privilege API credentials for an agentweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Build against official SDKsweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Subscribe to events via webhooksweight 2

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Agent-ready = 30.2 ÷ 160 × 100 = 18.9

API quality0.0/100×0.20 of the PA blend

The programmable surface once an agent is there — machine-readable spec, interactive docs, sandbox, versioning discipline.

Explore an interactive API reference with runnable examplesweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

  • [probe] https://ente.com/openapi.jsonPROBE openapi: all candidate paths 404 (https://ente.com/openapi.json, https://ente.com/swagger.json, https://ente.com/api/openapi.json, https://ente.com/.well-known/openapi.json)
  • [probe] https://ente.com/help/auth/.mdPROBE docs-md: HTTP 404 at https://ente.com/help/auth/.md

Download a machine-readable API spec (OpenAPI or equivalent)weight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

  • [probe] https://ente.com/openapi.jsonPROBE openapi: all candidate paths 404 (https://ente.com/openapi.json, https://ente.com/swagger.json, https://ente.com/api/openapi.json, https://ente.com/.well-known/openapi.json)

Test against a sandbox environment without touching production dataweight 1

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Rely on versioned APIs with a documented deprecation policyweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

  • [probe] https://ente.com/openapi.jsonPROBE openapi: all candidate paths 404 (https://ente.com/openapi.json, https://ente.com/swagger.json, https://ente.com/api/openapi.json, https://ente.com/.well-known/openapi.json)
  • [probe] https://ente.com/help/auth/.mdPROBE docs-md: HTTP 404 at https://ente.com/help/auth/.md

API quality = 0.0 ÷ 60 × 100 = 0.0

Openness42.5/100×0.20 of the PA blend

Can you leave, inspect, or self-host — data export, open source, portability.

Do everything through the API that I can do in the UIweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

  • [probe] https://ente.com/openapi.jsonPROBE openapi: all candidate paths 404 (https://ente.com/openapi.json, https://ente.com/swagger.json, https://ente.com/api/openapi.json, https://ente.com/.well-known/openapi.json)
  • [probe] https://ente.com/help/auth/migration/exportPROBE runtime (recorded 2026-09-15): Ente's official CLI is packaged in Homebrew as ente-cli 0.3.0, described by the formula itself as 'Utility for exporting data from Ente and decrypt the export from Ente Auth' — scriptable, keyless-to-install export tooling that makes the no-lock-in claim mechanically true.
  • [claimed-docs] https://ente.com/help/auth/migration/exportYou can use [Ente's CLI](https://github.com/ente/ente/tree/main/cli#readme) to automatically backup your Auth codes.

Export all of my data in open formats and leaveweight 3

3 (weight) × 5 (quality) × 0.3 (disputed) = 4.5 of 30 max

  • [claimed-docs] https://ente.com/help/auth/migration/exportAutomatic daily backups: When enabled, Ente Auth creates one local backup per day when you open the app.
  • [claimed-docs] https://ente.com/help/auth/migration/exportPassword-protected: All local backups are encrypted with a password you set. Keep this password safe, because Ente cannot recover it for you.
  • [claimed-docs] https://ente.com/help/auth/migration/exportYou can use [Ente's CLI](https://github.com/ente/ente/tree/main/cli#readme) to automatically backup your Auth codes.
  • [claimed-docs] https://ente.com/help/auth/migration/exportthe data is encrypted using a key derived from the user's password
  • [probe] https://ente.com/help/auth/migration/exportPROBE runtime (recorded 2026-09-15): Ente's official CLI is packaged in Homebrew as ente-cli 0.3.0, described by the formula itself as 'Utility for exporting data from Ente and decrypt the export from Ente Auth' — scriptable, keyless-to-install export tooling that makes the no-lock-in claim mechanically true.
  • [community] https://news.ycombinator.com/item?id=40883839I'm waiting for bitwarden or aegis export capability before trying this out. You cant easily export your codes into a different format using this app, meaning that it is difficult to migrate away once you have already moved your codes over. Other than the (hopefully temporary) lock-in, this is a great app.
  • [community] https://hn.algolia.com/api/v1/items/40883839I have been using Aegis but switched to Ente Auth as I decided to use Ente Photos as well. Both Aegis and Ente Auth are great options. This switch (export and import) was very easy.
  • [community] https://hn.algolia.com/api/v1/items/40883839I think it has its own backup service. But it otherwise lets you export/import your data. I feel like as long as I can do an export in some way then that's good enough for me.

Read the product's source under an open licenseweight 2

2 (weight) × 7 (quality) × 1.0 (full) = 14.0 of 20 max

  • [probe] https://ente.com/llms.txtPROBE llms.txt: HTTP 200 at https://ente.com/llms.txt # Ente > Ente builds private, end-to-end encrypted apps for photos, two-factor authentication codes, and files. Ente's
  • [probe] https://ente.com/llms.txtPROBE runtime (recorded 2026-09-15): ente.com serves a live llms.txt — '# Ente — Ente builds private, end-to-end encrypted apps for photos, two-factor authentication codes, and files. Ente's apps and server are open source...'.
  • [community] https://news.ycombinator.com/item?id=40883839This looks quite nice, thank you for releasing it open source... One note as I signed up for an account is that the email verification went to gmails spam.
  • [claimed-docs] https://ente.com/help/auth/migration/exportYou can use [Ente's CLI](https://github.com/ente/ente/tree/main/cli#readme) to automatically backup your Auth codes.

Self-host the core productweight 3

3 (weight) × 8 (quality) × 1.0 (full) = 24.0 of 30 max

  • [claimed-docs] https://ente.com/help/self-hosting/Alternatively, if using Ente Auth, get started by adding an account (assuming you are running Ente Auth at `http://<machine-ip>:3003` or `http://localhost:3003`).
  • [probe] https://ente.com/llms.txtPROBE llms.txt: HTTP 200 at https://ente.com/llms.txt # Ente > Ente builds private, end-to-end encrypted apps for photos, two-factor authentication codes, and files. Ente's
  • [probe] https://ente.com/llms.txtPROBE runtime (recorded 2026-09-15): ente.com serves a live llms.txt — '# Ente — Ente builds private, end-to-end encrypted apps for photos, two-factor authentication codes, and files. Ente's apps and server are open source...'.

Openness = 42.5 ÷ 100 × 100 = 42.5

Built-in AI0.0/100×0.15 of the PA blend

Inside-out: how agentic the product itself is for its users — built-in assistants, autonomous features.

Get AI-generated insights and suggestions from my data inside the productweight 2

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Set up automations that run autonomously in the backgroundweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Delegate tasks to a built-in AI assistant inside the productweight 3

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Operate the product with natural-language commandsweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Built-in AI = 0.0 ÷ 40 × 100 = 0.0

Automation24.0/100×0.15 of the PA blend

Depth of automation primitives — rules, scheduling, bulk operations, webhooks.

Perform bulk operations across many items at onceweight 2

2 (weight) × 4 (quality) × 0.6 (partial) = 4.8 of 20 max

  • [claimed-docs] https://ente.com/auth/Bulk import from other 2FA apps
  • [claimed-docs] https://ente.com/help/auth/migration/importEnte Auth natively supports imports from many 2FA providers.
  • [claimed-docs] https://ente.com/help/auth/migration/exportYou can use [Ente's CLI](https://github.com/ente/ente/tree/main/cli#readme) to automatically backup your Auth codes.
  • [probe] https://ente.com/help/auth/migration/exportPROBE runtime (recorded 2026-09-15): Ente's official CLI is packaged in Homebrew as ente-cli 0.3.0, described by the formula itself as 'Utility for exporting data from Ente and decrypt the export from Ente Auth' — scriptable, keyless-to-install export tooling that makes the no-lock-in claim mechanically true.
  • [claimed-docs] https://ente.com/help/auth/faq/You can delete or edit a code by long pressing (or right clicking on desktop) on that item.

Define rules that trigger actions automatically on eventsweight 3

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Schedule recurring jobs or workflowsweight 2

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Version, review, and roll back my automationsweight 1

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Automation = 4.8 ÷ 20 × 100 = 24.0