How Airbyte’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 Score38/100

Agent-ready 52.6 × 0.30 = 15.78

API quality 2.6 × 0.20 = 0.52

Openness 45.0 × 0.20 = 9.00

Built-in AI 37.8 × 0.15 = 5.67

Automation 44.0 × 0.15 = 6.60

(15.78 + 0.52 + 9.00 + 5.67 + 6.60) ÷ (0.30 + 0.20 + 0.20 + 0.15 + 0.15) = 37.57 ÷ 1.00 = 37.6

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-ready52.6/100×0.30 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) × 9 (quality) × 1.0 (full) = 18.0 of 20 max

[probe] https://docs.airbyte.com/llms.txt“PROBE llms.txt: HTTP 200 at https://docs.airbyte.com/llms.txt # docs.airbyte.com llms.txt > Airbyte is an open source platform designed for building and managing data pipelines, off”
[claimed-docs] https://docs.airbyte.com/community/mcp-servers“Connect MCP-capable agents like Claude, Cursor, VS Code, ChatGPT, and Codex to your data through Airbyte Agents.”
[claimed-docs] https://docs.airbyte.com/ai-agents/concepts/connect-ask-act“Connecting a new data source takes minutes, not weeks. You don't build or maintain API wrappers”

Run the product headlessly / in CI for automationweight 2

2 (weight) × 8 (quality) × 1.0 (full) = 16.0 of 20 max

[claimed-docs] https://docs.airbyte.com/developers/api-documentation“Use the Airbyte API to programmatically interact with Airbyte. For example, you can control Airbyte in conjunction with orchestration tools like Airflow.”
[claimed-docs] https://docs.airbyte.com/platform/using-airbyte/configuring-api-access“Most programmatic interactions with Airbyte require an access token.”
[claimed-docs] https://docs.airbyte.com/developers/api-documentation“Use the Airbyte API to programmatically interact with Airbyte.”
[claimed-docs] https://docs.airbyte.com/developers/terraform-documentation“you can use Airbyte's Terraform provider to automate and version control your Airbyte configuration as code.”
[claimed-docs] https://docs.airbyte.com/platform/deploying-airbyte/abctl“abctl makes it easy to run Airbyte anywhere Docker is running.”
[claimed-docs] https://docs.airbyte.com/platform/deploying-airbyte“This installation guide walks through how to deploy Airbyte into any kubernetes cluster.”
[claimed-docs] https://docs.airbyte.com/developers/pyairbyte“PyAirbyte brings the power of Airbyte to every Python and AI developer.”
[claimed-docs] https://docs.airbyte.com/platform/using-airbyte/core-concepts/sync-schedules“If you prefer more precision in scheduling your sync, you can also use CRON scheduling to set a specific time of day or month.”
[claimed-docs] https://docs.airbyte.com/platform/using-airbyte/core-concepts/sync-schedules“Runs the syncs based on the user-defined cron expression”
[claimed-docs] https://docs.airbyte.com/developers/api-documentation“you can control Airbyte in conjunction with orchestration tools like Airflow”

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

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

[claimed-docs] https://docs.airbyte.com/community/mcp-servers“Connect MCP-capable agents like Claude, Cursor, VS Code, ChatGPT, and Codex to your data through Airbyte Agents.”
[probe] https://docs.airbyte.com/community/mcp-servers“official MCP server documented at https://docs.airbyte.com/community/mcp-servers”

Connect an agent via an official MCP serverweight 3

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

[claimed-docs] https://docs.airbyte.com/community/mcp-servers“Connect MCP-capable agents like Claude, Cursor, VS Code, ChatGPT, and Codex to your data through Airbyte Agents.”
[probe] https://docs.airbyte.com/community/mcp-servers“official MCP server documented at https://docs.airbyte.com/community/mcp-servers”
[claimed-docs] https://docs.airbyte.com“Equip your agents to query, search, and act on your data in real-time”
[claimed-docs] https://docs.airbyte.com/ai-agents/concepts/connect-ask-act“Connecting a new data source takes minutes, not weeks. You don't build or maintain API wrappers”

Use an official CLIweight 2

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

[claimed-docs] https://docs.airbyte.com/platform/deploying-airbyte/abctl“abctl makes it easy to run Airbyte anywhere Docker is running.”
[claimed-docs] https://docs.airbyte.com/developers/pyairbyte“PyAirbyte brings the power of Airbyte to every Python and AI developer.”
[claimed-docs] https://docs.airbyte.com/developers/pyairbyte“Data can be extracted from sources and loaded into caches”

Drive the product through a documented public APIweight 3

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

[claimed-docs] https://docs.airbyte.com/developers/api-documentation“Use the Airbyte API to programmatically interact with Airbyte. For example, you can control Airbyte in conjunction with orchestration tools like Airflow.”
[claimed-docs] https://docs.airbyte.com/platform/using-airbyte/configuring-api-access“Most programmatic interactions with Airbyte require an access token.”
[claimed-docs] https://docs.airbyte.com/developers/api-documentation“Use the Airbyte API to programmatically interact with Airbyte.”
[claimed-docs] https://docs.airbyte.com/developers/api-documentation“you can control Airbyte in conjunction with orchestration tools like Airflow”
[claimed-docs] https://docs.airbyte.com/developers/pyairbyte“PyAirbyte brings the power of Airbyte to every Python and AI developer.”
[claimed-docs] https://docs.airbyte.com/developers/terraform-documentation“you can use Airbyte's Terraform provider to automate and version control your Airbyte configuration as code.”
[probe] https://docs.airbyte.com/openapi.json“PROBE openapi: all candidate paths 404 (https://docs.airbyte.com/openapi.json, https://docs.airbyte.com/swagger.json, https://docs.airbyte.com/api/openapi.json, https://docs.airbyte.com/.well-known/openapi.json)”

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

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

[claimed-docs] https://docs.airbyte.com/platform/using-airbyte/configuring-api-access“Most programmatic interactions with Airbyte require an access token.”
[claimed-docs] https://airbyte.com/pricing“Multiple Workspaces SSO, RBAC”
[claimed-docs] https://docs.airbyte.com/community/mcp-servers“Connect MCP-capable agents like Claude, Cursor, VS Code, ChatGPT, and Codex to your data through Airbyte Agents.”

Build against official SDKsweight 2

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

[claimed-docs] https://docs.airbyte.com/developers/pyairbyte“PyAirbyte brings the power of Airbyte to every Python and AI developer.”
[claimed-docs] https://docs.airbyte.com/developers/api-documentation“Use the Airbyte API to programmatically interact with Airbyte. For example, you can control Airbyte in conjunction with orchestration tools like Airflow.”
[claimed-docs] https://docs.airbyte.com/platform/using-airbyte/configuring-api-access“Most programmatic interactions with Airbyte require an access token.”
[claimed-docs] https://docs.airbyte.com/developers/terraform-documentation“you can use Airbyte's Terraform provider to automate and version control your Airbyte configuration as code.”

Subscribe to events via webhooksweight 2

2 (weight) × 5 (quality) × 0.6 (partial) = 6.0 of 20 max

[claimed-docs] https://docs.airbyte.com/platform/cloud/managing-airbyte-cloud/manage-airbyte-cloud-notifications“Airbyte can send notifications to an email address, webhook, or both.”
[claimed-docs] https://docs.airbyte.com/platform/cloud/managing-airbyte-cloud/manage-airbyte-cloud-notifications“Airbyte Cloud can send notifications to an email or webhook.”
[claimed-docs] https://docs.airbyte.com/platform/cloud/managing-airbyte-cloud/manage-airbyte-cloud-notifications“If you want Airbyte to notify you about important events, use its built-in notification system.”

Agent-ready = 110.4 ÷ 210 × 100 = 52.6

API quality2.6/100×0.20 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

[claimed-docs] https://docs.airbyte.com/developers/api-documentation“Use the Airbyte API to programmatically interact with Airbyte. For example, you can control Airbyte in conjunction with orchestration tools like Airflow.”
[claimed-docs] https://docs.airbyte.com/developers/api-documentation“Use the Airbyte API to programmatically interact with Airbyte.”
[probe] https://docs.airbyte.com/openapi.json“PROBE openapi: all candidate paths 404 (https://docs.airbyte.com/openapi.json, https://docs.airbyte.com/swagger.json, https://docs.airbyte.com/api/openapi.json, https://docs.airbyte.com/.well-known/openapi.json)”

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://docs.airbyte.com/openapi.json“PROBE openapi: all candidate paths 404 (https://docs.airbyte.com/openapi.json, https://docs.airbyte.com/swagger.json, https://docs.airbyte.com/api/openapi.json, https://docs.airbyte.com/.well-known/openapi.json)”
[claimed-docs] https://docs.airbyte.com/developers/api-documentation“Use the Airbyte API to programmatically interact with Airbyte. For example, you can control Airbyte in conjunction with orchestration tools like Airflow.”
[claimed-docs] https://docs.airbyte.com/developers/api-documentation“Use the Airbyte API to programmatically interact with Airbyte.”

Test against a sandbox environment without touching production dataweight 1

1 (weight) × 3 (quality) × 0.6 (partial) = 1.8 of 10 max

[claimed-docs] https://docs.airbyte.com/platform/using-airbyte/getting-started/oss-quickstart“This quickstart guides you through deploying a local instance of Airbyte Core, Airbyte's open source product. Setup only takes a few minutes, and you can start moving data immediately.”
[claimed-docs] https://docs.airbyte.com/platform/deploying-airbyte/abctl“abctl makes it easy to run Airbyte anywhere Docker is running.”
[claimed-docs] https://docs.airbyte.com/developers/pyairbyte“PyAirbyte brings the power of Airbyte to every Python and AI developer.”
[claimed-docs] https://airbyte.com/pricing“Multiple Workspaces SSO, RBAC”

Rely on versioned APIs with a documented deprecation policyweight 2

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

[claimed-docs] https://docs.airbyte.com/developers/api-documentation“Use the Airbyte API to programmatically interact with Airbyte. For example, you can control Airbyte in conjunction with orchestration tools like Airflow.”
[claimed-docs] https://docs.airbyte.com/platform/using-airbyte/configuring-api-access“Most programmatic interactions with Airbyte require an access token.”
[probe] https://docs.airbyte.com/openapi.json“PROBE openapi: all candidate paths 404 (https://docs.airbyte.com/openapi.json, https://docs.airbyte.com/swagger.json, https://docs.airbyte.com/api/openapi.json, https://docs.airbyte.com/.well-known/openapi.json)”

API quality = 1.8 ÷ 70 × 100 = 2.6

Openness45.0/100×0.20 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) × 6 (quality) × 0.6 (partial) = 7.2 of 20 max

[claimed-docs] https://docs.airbyte.com/developers/api-documentation“Use the Airbyte API to programmatically interact with Airbyte. For example, you can control Airbyte in conjunction with orchestration tools like Airflow.”
[claimed-docs] https://docs.airbyte.com/platform/using-airbyte/configuring-api-access“Most programmatic interactions with Airbyte require an access token.”
[claimed-docs] https://docs.airbyte.com/developers/api-documentation“Use the Airbyte API to programmatically interact with Airbyte.”
[claimed-docs] https://docs.airbyte.com/developers/terraform-documentation“you can use Airbyte's Terraform provider to automate and version control your Airbyte configuration as code.”
[claimed-docs] https://docs.airbyte.com/platform/connector-development/connector-builder-ui/overview“Connector Builder is a no-code tool that’s part of the Airbyte UI... letting you develop a connector to use in data syncs without ever needing to leave your Airbyte workspace.”
[claimed-docs] https://docs.airbyte.com/platform/connector-development/connector-builder-ui/ai-assist“AI Assistant can automatically prefill and configure a number of fields and sections in the Airbyte Connector Builder, drastically reducing setup time.”
[probe] https://docs.airbyte.com/openapi.json“PROBE openapi: all candidate paths 404 (https://docs.airbyte.com/openapi.json, https://docs.airbyte.com/swagger.json, https://docs.airbyte.com/api/openapi.json, https://docs.airbyte.com/.well-known/openapi.json)”

Export all of my data in open formats and leaveweight 3

3 (weight) × 6 (quality) × 0.6 (partial) = 10.8 of 30 max

[claimed-docs] https://docs.airbyte.com/platform/using-airbyte/getting-started/oss-quickstart“This quickstart guides you through deploying a local instance of Airbyte Core, Airbyte's open source product. Setup only takes a few minutes, and you can start moving data immediately.”
[claimed-docs] https://docs.airbyte.com/platform/deploying-airbyte/abctl“abctl makes it easy to run Airbyte anywhere Docker is running.”
[claimed-docs] https://docs.airbyte.com/platform/using-airbyte/core-concepts/typing-deduping“One-to-one table mapping: Data in one stream will always be mapped to one table in your data warehouse. No more sub-tables.”
[claimed-docs] https://docs.airbyte.com/platform/deploying-airbyte“This installation guide walks through how to deploy Airbyte into any kubernetes cluster.”
[claimed-docs] https://docs.airbyte.com“Consolidate data from hundreds of sources into your data warehouses, data lakes, and databases.”
[claimed-docs] https://docs.airbyte.com/developers/pyairbyte“Data can be extracted from sources and loaded into caches”
[community] https://news.ycombinator.com/item?id=25800766“Just to clarify, this is not a fully open source project. More like freemium... If you want security, you have to pay. There are non-free parts to it that you are not allowed to use.”

Read the product's source under an open licenseweight 2

2 (weight) × 5 (quality) × 0.3 (disputed) = 3.0 of 20 max

[github] https://github.com/airbytehq/airbyte“Airbyte provides a catalog of 600+ connectors for APIs, databases, data warehouses, data lakes”
[claimed-docs] https://docs.airbyte.com/platform/using-airbyte/getting-started/oss-quickstart“This quickstart guides you through deploying a local instance of Airbyte Core, Airbyte's open source product. Setup only takes a few minutes, and you can start moving data immediately.”
[probe] https://docs.airbyte.com/llms.txt“PROBE llms.txt: HTTP 200 at https://docs.airbyte.com/llms.txt # docs.airbyte.com llms.txt > Airbyte is an open source platform designed for building and managing data pipelines, off”
[community] https://news.ycombinator.com/item?id=25800766“Just to clarify, this is not a fully open source project. More like freemium... If you want security, you have to pay. There are non-free parts to it that you are not allowed to use.”

Self-host the core productweight 3

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

[claimed-docs] https://docs.airbyte.com/platform/using-airbyte/getting-started/oss-quickstart“This quickstart guides you through deploying a local instance of Airbyte Core, Airbyte's open source product. Setup only takes a few minutes, and you can start moving data immediately.”
[claimed-docs] https://docs.airbyte.com/platform/deploying-airbyte/abctl“abctl makes it easy to run Airbyte anywhere Docker is running.”
[claimed-docs] https://docs.airbyte.com/platform/deploying-airbyte“This installation guide walks through how to deploy Airbyte into any kubernetes cluster.”
[community] https://hn.algolia.com/api/v1/items/48023496“(We use airbyte at my company, although we self-host it.) This is such a great direction airbyte is taking... given your reputable brand and your uncanny expertise in etl.”
[community] https://news.ycombinator.com/item?id=25917403“Even a simple installation of airbyte on my local machine fails :( I tried docker-compose up! ... I simply wanna know why a basic example is not working on an important day of your company?”
[community] https://news.ycombinator.com/item?id=25800766“Just to clarify, this is not a fully open source project. More like freemium... If you want security, you have to pay. There are non-free parts to it that you are not allowed to use.”

Openness = 45.0 ÷ 100 × 100 = 45.0

Built-in AI37.8/100×0.15 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

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

[claimed-docs] https://docs.airbyte.com/platform/connector-development/connector-builder-ui/ai-assist“AI Assistant can automatically prefill and configure a number of fields and sections in the Airbyte Connector Builder, drastically reducing setup time.”
[claimed-docs] https://docs.airbyte.com“Equip your agents to query, search, and act on your data in real-time”
[claimed-docs] https://docs.airbyte.com/ai-agents/concepts/connect-ask-act“Connecting a new data source takes minutes, not weeks. You don't build or maintain API wrappers”
[claimed-docs] https://docs.airbyte.com/community/mcp-servers“Connect MCP-capable agents like Claude, Cursor, VS Code, ChatGPT, and Codex to your data through Airbyte Agents.”

Set up automations that run autonomously in the backgroundweight 2

2 (weight) × 8 (quality) × 1.0 (full) = 16.0 of 20 max

[claimed-docs] https://docs.airbyte.com/platform/using-airbyte/core-concepts/sync-schedules“For each connection, you can select between three options that allow a sync to run.”
[claimed-docs] https://docs.airbyte.com/platform/using-airbyte/core-concepts/sync-schedules“If you prefer more precision in scheduling your sync, you can also use CRON scheduling to set a specific time of day or month.”
[claimed-docs] https://docs.airbyte.com/platform/using-airbyte/core-concepts/sync-schedules“Runs the syncs based on the user-defined cron expression”
[claimed-docs] https://docs.airbyte.com/platform/cloud/managing-airbyte-cloud/manage-airbyte-cloud-notifications“Airbyte can send notifications to an email address, webhook, or both.”
[claimed-docs] https://docs.airbyte.com/platform/cloud/managing-airbyte-cloud/manage-airbyte-cloud-notifications“Airbyte Cloud can send notifications to an email or webhook.”
[claimed-docs] https://docs.airbyte.com/platform/cloud/managing-airbyte-cloud/manage-airbyte-cloud-notifications“If you want Airbyte to notify you about important events, use its built-in notification system.”
[claimed-docs] https://docs.airbyte.com/developers/api-documentation“Use the Airbyte API to programmatically interact with Airbyte. For example, you can control Airbyte in conjunction with orchestration tools like Airflow.”
[claimed-docs] https://docs.airbyte.com/developers/api-documentation“you can control Airbyte in conjunction with orchestration tools like Airflow”
[claimed-docs] https://docs.airbyte.com/developers/terraform-documentation“you can use Airbyte's Terraform provider to automate and version control your Airbyte configuration as code.”
[claimed-docs] https://docs.airbyte.com/platform/cloud/managing-airbyte-cloud/review-connection-timeline“The Connection Timeline displays historical information about relevant connection events.”

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

3 (weight) × 6 (quality) × 0.6 (partial) = 10.8 of 30 max

[claimed-docs] https://docs.airbyte.com/platform/connector-development/connector-builder-ui/ai-assist“AI Assistant can automatically prefill and configure a number of fields and sections in the Airbyte Connector Builder, drastically reducing setup time.”
[claimed-docs] https://docs.airbyte.com/platform/connector-development/connector-builder-ui/ai-assist“AI Assistant can automatically prefill and configure a number of fields and sections in the Airbyte Connector Builder.”
[claimed-docs] https://docs.airbyte.com/platform/connector-development/connector-builder-ui/ai-assist“When starting a new connector, AI Assistant can automatically prefill and configure a number of fields and sections in the Airbyte Connector Builder”
[claimed-docs] https://docs.airbyte.com/platform/connector-development/connector-builder-ui/ai-assist“AI Assistant can automatically prefill and configure a number of fields and sections in the Airbyte Connector Builder”

Operate the product with natural-language commandsweight 2

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

[claimed-docs] https://docs.airbyte.com/community/mcp-servers“Connect MCP-capable agents like Claude, Cursor, VS Code, ChatGPT, and Codex to your data through Airbyte Agents.”
[claimed-docs] https://docs.airbyte.com“Equip your agents to query, search, and act on your data in real-time”
[claimed-docs] https://docs.airbyte.com/ai-agents/concepts/connect-ask-act“Connecting a new data source takes minutes, not weeks. You don't build or maintain API wrappers”
[claimed-docs] https://docs.airbyte.com/platform/connector-development/connector-builder-ui/ai-assist“AI Assistant can automatically prefill and configure a number of fields and sections in the Airbyte Connector Builder, drastically reducing setup time.”
[probe] https://docs.airbyte.com/community/mcp-servers“official MCP server documented at https://docs.airbyte.com/community/mcp-servers”

Built-in AI = 34.0 ÷ 90 × 100 = 37.8

Automation44.0/100×0.15 of the PA blend

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

Perform bulk operations across many items at onceweight 2

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

[claimed-docs] https://docs.airbyte.com/developers/api-documentation“Use the Airbyte API to programmatically interact with Airbyte. For example, you can control Airbyte in conjunction with orchestration tools like Airflow.”
[claimed-docs] https://docs.airbyte.com/developers/api-documentation“Use the Airbyte API to programmatically interact with Airbyte.”
[claimed-docs] https://docs.airbyte.com/developers/terraform-documentation“you can use Airbyte's Terraform provider to automate and version control your Airbyte configuration as code.”
[claimed-docs] https://docs.airbyte.com/developers/pyairbyte“PyAirbyte brings the power of Airbyte to every Python and AI developer.”
[claimed-docs] https://docs.airbyte.com/community/mcp-servers“Connect MCP-capable agents like Claude, Cursor, VS Code, ChatGPT, and Codex to your data through Airbyte Agents.”
[probe] https://docs.airbyte.com/community/mcp-servers“official MCP server documented at https://docs.airbyte.com/community/mcp-servers”

Define rules that trigger actions automatically on eventsweight 3

3 (weight) × 5 (quality) × 0.6 (partial) = 9.0 of 30 max

[claimed-docs] https://docs.airbyte.com/platform/cloud/managing-airbyte-cloud/manage-airbyte-cloud-notifications“Airbyte can send notifications to an email address, webhook, or both.”
[claimed-docs] https://docs.airbyte.com/platform/cloud/managing-airbyte-cloud/manage-airbyte-cloud-notifications“Airbyte Cloud can send notifications to an email or webhook.”
[claimed-docs] https://docs.airbyte.com/platform/cloud/managing-airbyte-cloud/manage-airbyte-cloud-notifications“If you want Airbyte to notify you about important events, use its built-in notification system.”
[claimed-docs] https://docs.airbyte.com/platform/using-airbyte/schema-change-management“You can specify for each connection how Airbyte should handle any change of schema in the source.”
[claimed-docs] https://docs.airbyte.com/platform/using-airbyte/core-concepts/sync-schedules“If you prefer more precision in scheduling your sync, you can also use CRON scheduling to set a specific time of day or month.”
[claimed-docs] https://docs.airbyte.com/platform/using-airbyte/core-concepts/sync-schedules“Runs the syncs based on the user-defined cron expression”
[claimed-docs] https://docs.airbyte.com/platform/cloud/managing-airbyte-cloud/review-connection-timeline“The Connection Timeline displays historical information about relevant connection events.”
[claimed-docs] https://docs.airbyte.com/developers/api-documentation“Use the Airbyte API to programmatically interact with Airbyte. For example, you can control Airbyte in conjunction with orchestration tools like Airflow.”

Schedule recurring jobs or workflowsweight 2

2 (weight) × 8 (quality) × 1.0 (full) = 16.0 of 20 max

[claimed-docs] https://docs.airbyte.com/platform/using-airbyte/core-concepts/sync-schedules“For each connection, you can select between three options that allow a sync to run.”
[claimed-docs] https://docs.airbyte.com/platform/using-airbyte/core-concepts/sync-schedules“If you prefer more precision in scheduling your sync, you can also use CRON scheduling to set a specific time of day or month.”
[claimed-docs] https://docs.airbyte.com/platform/using-airbyte/core-concepts/sync-schedules“Runs the syncs based on the user-defined cron expression”
[claimed-docs] https://docs.airbyte.com/developers/api-documentation“Use the Airbyte API to programmatically interact with Airbyte. For example, you can control Airbyte in conjunction with orchestration tools like Airflow.”
[claimed-docs] https://docs.airbyte.com/developers/api-documentation“you can control Airbyte in conjunction with orchestration tools like Airflow”
[claimed-docs] https://docs.airbyte.com/developers/terraform-documentation“you can use Airbyte's Terraform provider to automate and version control your Airbyte configuration as code.”

Version, review, and roll back my automationsweight 1

1 (weight) × 5 (quality) × 0.6 (partial) = 3.0 of 10 max

[claimed-docs] https://docs.airbyte.com/developers/terraform-documentation“you can use Airbyte's Terraform provider to automate and version control your Airbyte configuration as code”
[claimed-docs] https://docs.airbyte.com/developers/terraform-documentation“you can use Airbyte's Terraform provider to automate and version control your Airbyte configuration as code.”
[claimed-docs] https://docs.airbyte.com/platform/cloud/managing-airbyte-cloud/review-connection-timeline“The Connection Timeline displays historical information about relevant connection events.”

Automation = 35.2 ÷ 80 × 100 = 44.0