OpenClaw Maturity Taxonomy: Product Areas and Capability Checks
Reference for the OpenClaw maturity scorecard, detailing surfaces, categories, capabilities, and evidence. Useful for maintainers and QA engineers understanding release-level decisions.
Maturity taxonomy
The reasoning behind the scorecard
Surfaces > categories > capabilities > evidence.
4 families hold 50 surfaces, and each category links back to canonical documentation and QA coverage identifiers.
Explore product areas / View the full taxonomy / Check scores
How to read this page
A surface refers to a product area like the Gateway runtime, Discord, or the macOS app. Categories sit within each surface, and within each category are the capability-level checks that QA scenarios validate. The scorecard supports release-level decisions, while this page reveals the underlying model.
Maturity levels
M0PlannedDirection is set, yet no supported user path exists.Promotion: A design issue, owner, and target surface are in place.
M1ExperimentalBehind caveats, flags, source builds, or maintainer-only flows.Promotion: The scenario can be run by a maintainer from current main.
M2AlphaReal users can access it, though breaking changes and unfinished UX are anticipated.Promotion: Setup is documented, basic tests pass, known caveats are listed, and at least one real-environment demonstration exists.
M3BetaA public path is available, and the primary workflow operates with limited caveats.Promotion: Install and update docs, regression tests, a support runbook, and a successful scenario demonstration across the expected environment.
M4StableThe recommended route for typical users. Any failure counts as a regression.Promotion: A release gate, doctor and troubleshooting path, comprehensive docs, and repeated real-world validation.
M5ClawesomePolished, enjoyable, well-instrumented, and on par with the finest comparable workflow.Promotion: Stable plus a user scorecard pass with representative users.
Product areas
Core
CLI M4Stable7 areas - 90% complete
Gateway runtime M4Stable13 areas - 89% complete
Agent Runtime M3Beta9 areas - 79% complete
Session, memory, and context engine M3Beta9 areas - 79% complete
Channel framework M3Beta8 areas - 79% complete
Observability M3Beta5 areas - 79% complete
Gateway Web App M3Beta6 areas - 79% complete
Plugins M3Beta9 areas - 79% complete
Security, auth, pairing, and secrets M3Beta6 areas - 79% complete
Automation: cron, hooks, tasks, polling M3Beta6 areas - 79% complete
Media understanding and media generation M2Alpha6 areas - 68% complete
Voice and realtime talk M2Alpha6 areas - 68% complete
TUI M2Alpha5 areas - 66% complete
ClawHub M2Alpha4 areas - 62% complete
OpenClaw App SDK M2Alpha6 areas - 53% complete
Platform
Linux Gateway host M4Stable5 areas - 89% complete
macOS Gateway host M4Stable7 areas - 88% complete
Android app M4Stable7 areas - 80% complete
iOS app M4Stable7 areas - 80% complete
Docker and Podman hosting M3Beta4 areas - 79% complete
Windows via WSL2 M3Beta6 areas - 79% complete
Raspberry Pi and small Linux devices M3Beta4 areas - 79% complete
macOS companion app M3Beta8 areas - 78% complete
Native Windows M2Alpha4 areas - 66% complete
Kubernetes hosting M2Alpha4 areas - 61% complete
Nix install path M1Experimental5 areas - 44% complete
watchOS companion surfaces M1Experimental5 areas - 44% complete
Linux companion app M0Planned5 areas - 21% complete
Native Windows companion app M0Planned5 areas - 21% complete
Channel
Discord M4Stable6 areas - 87% complete
Telegram M3Beta5 areas - 78% complete
Slack M3Beta5 areas - 78% complete
iMessage and BlueBubbles M3Beta5 areas - 78% complete
WhatsApp M3Beta5 areas - 78% complete
Matrix M2Alpha6 areas - 67% complete
Google Chat M2Alpha5 areas - 66% complete
Microsoft Teams M2Alpha5 areas - 66% complete
Signal M2Alpha5 areas - 66% complete
Voice Call channel M1Experimental5 areas - 44% complete
Provider and tool
Browser automation, exec, and sandbox tools M3Beta3 areas - 79% complete
OpenAI and Codex provider path M3Beta5 areas - 79% complete
Web search tools M3Beta4 areas - 79% complete
Anthropic provider path M3Beta5 areas - 78% complete
Google provider path M3Beta5 areas - 78% complete
OpenRouter provider path M3Beta4 areas - 78% complete
Image, video, and music generation tools M2Alpha5 areas - 68% complete
Local model providers: Ollama, vLLM, SGLang, LM Studio M2Alpha5 areas - 68% complete
Long-tail hosted providers M2Alpha3 areas - 68% complete
Details
Core
CLI - M4 Stable - 7 areas
Standard setup and repair workflows are covered in the install, CLI, and gateway documentation. Windows-specific paths are listed separately under the Windows via WSL2 and Native Windows entries.
Coverage Experimental - 47%Quality Stable - 83%Completeness Stable - 90%Partial - 6
AreaCoverageQualityCompletenessDocs
CLI Setup 6 capabilities / LTS-supported
Stable83%
Stable89%
Stable90%
Index, Installer, Node, Updating
Onboarding and Auth Setup 5 capabilities / LTS-supported
Stable80%
Beta75%
Stable89%
Onboard, Configure, Onboarding Overview
Plugin and Channel Setup 5 capabilities
Experimental40%
Beta75%
Stable89%
Gateway Service Management 7 capabilities / LTS-supported
Alpha57%
Stable87%
Stable90%
Gateway, Updating, Troubleshooting
CLI Observability 5 capabilities / LTS-supported
Experimental0%
Stable89%
Stable90%
Status, Health, Logs, Diagnostics
Doctor 10 capabilities / LTS-supported
Experimental10%
Stable89%
Stable90%
Doctor, Doctor, Secrets, Troubleshooting
Updates and Upgrades 5 capabilities / LTS-supported
Alpha60%
Beta75%
Stable89%
Updating, Update, Troubleshooting
Gateway runtime - M4 Stable - 13 areas
The documentation for core architecture, authentication, pairing, protocol, daemon, and CLI runbooks is extensive and up to date.
Coverage Alpha - 53%Quality Stable - 81%Completeness Stable - 89%Partial - 12
AreaCoverageQualityCompletenessDocs
Approvals and Remote Execution 6 capabilities / LTS-supported
Alpha67%
Beta75%
Stable89%
HTTP APIs 4 capabilities / LTS-supported
Clawesome100%
Stable90%
Stable90%
Index, Openai Http Api, Openresponses Http Api, Tools Invoke Http Api, Hooks, Index
Hosted Web Surface 4 capabilities / LTS-supported
Beta75%
Stable89%
Stable90%
Index, Architecture, Control Ui, Webchat
Gateway RPC APIs and Events 22 capabilities / LTS-supported
Stable82%
Stable90%
Stable90%
Device Auth and Pairing 10 capabilities / LTS-supported
Experimental0%
Beta75%
Stable89%
Network Access and Discovery 6 capabilities / LTS-supported
Experimental17%
Beta75%
Stable89%
Nodes and Remote Capabilities 8 capabilities
Clawesome100%
Beta75%
Stable89%
Health, Diagnostics, and Repair 7 capabilities / LTS-supported
Experimental0%
Beta75%
Stable89%
Protocol Compatibility 7 capabilities / LTS-supported
Clawesome100%
Beta75%
Stable89%
Protocol, Architecture, Typebox, Bridge Protocol
Roles and Permissions 5 capabilities / LTS-supported
Experimental20%
Beta75%
Stable89%
Gateway Lifecycle 12 capabilities / LTS-supported
Experimental17%
Stable90%
Stable90%
Security Controls 6 capabilities / LTS-supported
Experimental17%
Beta75%
Stable89%
WebSocket Connection 8 capabilities / LTS-supported
Clawesome100%
Stable90%
Stable90%
Agent Runtime - M3 Beta - 9 areas
The main loop, models, provider routing, and tool streaming are treated as core features, yet provider behavior shifts on a weekly basis, so each release needs scenario-based validation.
Coverage Experimental - 23%Quality Beta - 78%Completeness Beta - 79%Partial - 6
AreaCoverageQualityCompletenessDocs
Agent Turn Execution 31 capabilities / LTS-supported
Experimental36%
Beta79%
Beta79%
Agent Loop, Agent, Agent Runtimes, Managed Worktrees
External Runtimes and Subagents 10 capabilities
Experimental20%
Beta79%
Beta79%
Agent Runtimes, Anthropic, Google, Subagents
Hosted Provider Execution 5 capabilities / LTS-supported
Experimental20%
Beta79%
Beta79%
OpenAI, Anthropic, Google, Models
Local and Self-hosted Providers 5 capabilities
Experimental0%
Alpha68%
Beta79%
Model and Runtime Selection 11 capabilities / LTS-supported
Experimental9%
Beta79%
Beta79%
Models, Models, OpenAI, Agent Runtimes
Provider Auth 17 capabilities / LTS-supported
Experimental0%
Beta79%
Beta79%
Models, Agent, Models, OpenAI, Anthropic, Google, Subagents
Streaming and Progress 9 capabilities
Experimental22%
Beta79%
Beta79%
Tool Calls and Response Handling 26 capabilities / LTS-supported
Experimental35%
Beta79%
Beta79%
Tool Execution Controls 12 capabilities / LTS-supported
Alpha67%
Beta79%
Beta79%
Sandbox Vs Tool Policy Vs Elevated, Agent Loop, Subagents
Session, memory, and context engine - M3 Beta - 9 areas
Documentation is thorough and development is active. Maturity hinges on transcript durability, compaction quality, and consistency across clients.
Coverage Experimental - 26%Quality Beta - 77%Completeness Beta - 79%Partial - 6
AreaCoverageQualityCompletenessDocs
CLI Session and Transcript Management 2 capabilities / LTS-supported
Clawesome100%
Alpha68%
Beta79%
Session, Session Management Compaction, Sessions
Token Management 10 capabilities / LTS-supported
Experimental20%
Beta79%
Beta79%
Compaction, Context, Session Management Compaction
Context Engine 9 capabilities / LTS-supported
Experimental0%
Beta79%
Beta79%
Cross-client History and Session Parity 5 capabilities
Experimental0%
Beta79%
Beta79%
Webchat, Android, Channel Routing
Diagnostics, Maintenance, and Recovery 10 capabilities
Experimental0%
Beta79%
Beta79%
Diagnostics, Session Management Compaction, Flags
Core Prompts and Context 8 capabilities / LTS-supported
Experimental13%
Beta79%
Beta79%
Context, Transcript Hygiene, Discord
Memory 22 capabilities
Experimental5%
Beta79%
Beta79%
Memory Config, Memory, Discord
Session Routing 4 capabilities / LTS-supported
Experimental0%
Beta79%
Beta79%
Session, Channel Routing, Discord
Transcript Persistence 2 capabilities / LTS-supported
Clawesome100%
Alpha68%
Beta79%
Session Management Compaction, Transcript Hygiene
Channel framework - M3 Beta - 8 areas
Gateway delivery and routing contracts are shared across many channels, yet each channel's behavior is shaped by its upstream API and account-policy constraints.
Coverage Experimental - 22%Quality Beta - 76%Completeness Beta - 79%Partial - 5
AreaCoverageQualityCompletenessDocs
Channel Actions Commands and Approvals 5 capabilities
Experimental20%
Beta79%
Beta79%
Groups, Discord, Google Chat, Signal, Matrix
Channel Setup 7 capabilities / LTS-supported
Experimental0%
Beta79%
Beta79%
Index, Pairing, Troubleshooting, Sdk Channel Plugins
Group Thread and Ambient Room Behavior 13 capabilities
Experimental31%
Beta79%
Beta79%
Groups, Group Messages, Ambient Room Events, Broadcast Groups, Discord
Inbound Access and Identity Gates 8 capabilities / LTS-supported
Experimental38%
Alpha68%
Beta79%
Access Groups, Groups, Discord, Line
Media Attachments and Rich Channel Data 4 capabilities
Health and Repair 18 capabilities / LTS-supported
Alpha50%
Beta79%
Beta79%
Health, Telegram, Doctor, Doctor, Sdk Subpaths, Health, Protocol
Logging 5 capabilities / LTS-supported
Experimental40%
Alpha68%
Beta79%
Diagnostic Collection 10 capabilities
Experimental10%
Beta79%
Beta79%
Line, Signal, Google Chat, Matrix, Discord
Outbound Delivery and Reply Pipeline 30 capabilities / LTS-supported
Experimental13%
Beta79%
Beta79%
Groups, Ambient Room Events, Discord, Matrix, Config Channels
Conversation Routing and Delivery 31 capabilities / LTS-supported
Experimental10%
Beta79%
Beta79%
Channel Routing, Groups, Discord, Matrix, Troubleshooting, Configuration Reference
Status Health and Operator Controls 6 capabilities / LTS-supported
Experimental17%
Beta79%
Beta79%
Health, Configuration Reference, Troubleshooting, Discord
Observability - M3 Beta - 5 areas
OTel, Prometheus, logging, and diagnostics docs exist. Needs a public "what operators should look at first" maturity pass.
Coverage Experimental - 36%Quality Beta - 75%Completeness Beta - 79%Partial - 3
AreaCoverageQualityCompletenessDocs
Diagnostics, Health, Codex Harness, Protocol
Telemetry Export 26 capabilities
Alpha54%
Beta79%
Beta79%
Hooks, Opentelemetry, Logging, Sdk Subpaths, Diagnostics Otel, Prometheus, Diagnostics Prometheus
Session Diagnostics 4 capabilities / LTS-supported
Experimental25%
Alpha68%
Beta79%
Opentelemetry, Prometheus, Diagnostics, Protocol
Gateway Web App - M3 Beta - 6 areas
Documentation for the Web UI covers pairing, chat, PWA, Talk, push, and remote Gateway flows. Hold off on promotion until cross-browser and mobile-PWA scorecards pass.
Coverage Experimental - 48%Quality Beta - 74%Completeness Beta - 79%None
AreaCoverageQualityCompletenessDocs
Browser Realtime Talk 5 capabilities
Experimental0%
Alpha68%
Beta79%
Browser Access and Trust 5 capabilities
Alpha60%
Alpha68%
Beta79%
Control Ui, Dashboard, Tailscale, Remote
Configuration 5 capabilities
Clawesome100%
Alpha68%
Beta79%
Browser UI 12 capabilities
Experimental33%
Beta79%
Beta79%
Control Ui, Index, Dashboard, Protocol
WebChat Conversations 20 capabilities
Experimental10%
Beta79%
Beta79%
Control Ui, Webchat, Getting Started, Channel Routing, Secure File Operations
Operator Console 12 capabilities
Stable83%
Beta79%
Beta79%
Control Ui, Health, Protocol, Dashboard
Plugins - M3 Beta - 9 areas
Manifests, discovery, loading, provider/tool architecture, and approval boundaries all have solid internal runtime evidence and broad documentation. Keep the row at beta until public SDK API/subpaths and external distribution proof improve.
Coverage Experimental - 32%Quality Beta - 72%Completeness Beta - 79%Partial - 7
AreaCoverageQualityCompletenessDocs
Authoring and Packaging plugins 8 capabilities / LTS-supported
Clawesome100%
Alpha68%
Beta79%
Building Plugins, Sdk Overview, Sdk Entrypoints, Sdk Subpaths, Manifest, Reference
Bundled plugins 5 capabilities / LTS-supported
Experimental40%
Alpha68%
Beta79%
Plugin Inventory, Plugins, Architecture Internals
Canvas plugin 5 capabilities
Experimental33%
Alpha68%
Beta79%
Canvas, Configuration Reference
Installing and running plugins 24 capabilities / LTS-supported
Experimental42%
Beta79%
Beta79%
Architecture, Architecture Internals, Plugins
Channel plugins 5 capabilities / LTS-supported
Experimental0%
Alpha68%
Beta79%
Sdk Channel Plugins, Sdk Channel Inbound, Sdk Channel Outbound
Provider and tool plugins 22 capabilities / LTS-supported
Experimental14%
Beta79%
Beta79%
Sdk Provider Plugins, Tool Plugins, Adding Capabilities
Plugin approvals 6 capabilities / LTS-supported
Experimental0%
Alpha68%
Beta79%
Plugin Permission Requests, Exec Approvals, Sdk Channel Plugins
Publishing plugins 6 capabilities / LTS-supported
Experimental0%
Alpha68%
Beta79%
Plugins, Compatibility, Publishing
Testing plugins 11 capabilities
Alpha55%
Beta79%
Beta79%
Sdk Testing, Sdk Setup, Codex Harness
Security, auth, pairing, and secrets - M3 Beta - 6 areas
Solid documentation and hardening measures are in place. Promotion should happen only after routine upgrade and security scenario runs confirm no setup regressions.
Coverage Experimental - 14%Quality Beta - 72%Completeness Beta - 79%Partial - 5
AreaCoverageQualityCompletenessDocs
Approval Policy and Tool Safeguards 6 capabilities / LTS-supported
Experimental17%
Beta79%
Beta79%
Exec Approvals, Approvals, Plugin Permission Requests, Audit Checks
Gateway Auth and Remote Access 9 capabilities / LTS-supported
Experimental22%
Alpha68%
Beta79%
Index, Exposure Runbook, Trusted Proxy Auth, Tailscale, Remote, Configuration Reference, Gateway, Doctor, Control Ui, Browser Control, Audit Checks
Channel Access Control 3 capabilities / LTS-supported
Experimental0%
Alpha68%
Beta79%
Pairing, Telegram, Access Groups, Audit Checks
Device and Node Pairing 11 capabilities / LTS-supported
Experimental0%
Alpha68%
Beta79%
Protocol, Devices, Pairing, Pairing, Operator Scopes, Control Ui, Webchat, Approvals
Plugin Trust 2 capabilities
Experimental0%
Alpha68%
Beta79%
Manifest, Plugin Permission Requests, Manage Plugins, Audit Checks
Credential and Secret Hygiene 11 capabilities / LTS-supported
Experimental46%
Beta79%
Beta79%
Authentication, Models, OpenAI, Oauth, Secrets, Secrets, Secretref Credential Surface, Audit Checks
Automation: cron, hooks, tasks, polling - M3 Beta - 6 areas
Documented and functional, but scenario proof must address unattended delivery, retries, and failure visibility.
Coverage Experimental - 49%Quality Beta - 72%Completeness Beta - 79%None
AreaCoverageQualityCompletenessDocs
Cron Jobs 22 capabilities
Alpha55%
Beta79%
Beta79%
Cron Jobs, Cron, Protocol, Tasks, Discord
Event Ingress 15 capabilities
Experimental0%
Alpha68%
Beta79%
Telegram, Zalo, Troubleshooting, Imessage From Bluebubbles, Gmail Pubsub Integration, Gmail Pubsub, Webhooks, Webhooks, Webhook
Automation Hooks
11 capabilities
Clawesome100%
Alpha68%
Beta79%
Hooks, Hooks, Hooks, Plugin Permission Requests, Sdk Subpaths
Background Tasks and Flows
10 capabilities
Clawesome100%
Alpha68%
Beta79%
Tasks, Index, Tasks, Taskflow, Sdk Runtime
Heartbeat
4 capabilities
Experimental0%
Beta79%
Beta79%
Polling Controls
10 capabilities
Experimental40%
Alpha68%
Beta79%
Poll, Message, Telegram, Microsoft Teams, Background Process
Media understanding and media generation - M2 Alpha - 6 areas
The overall capability footprint is broad, yet inconsistencies across providers, file size restrictions, and uneven node/app support keep this from being dependable.
Coverage Experimental - 43%Quality Alpha - 64%Completeness Alpha - 68%None
AreaCoverageQualityCompletenessDocs
Media Intake and Access
8 capabilities
Alpha63%
Alpha61%
Alpha68%
Media Overview, Media Understanding, Secure File Operations, Pdf, Image Generation, Qr, Line, WhatsApp
Channel Media Handling
5 capabilities
Experimental0%
Alpha61%
Alpha68%
Images, Media Overview, Discord
Media Configuration
1 capabilities
Experimental0%
Alpha61%
Alpha68%
Media Overview, Image Generation, Manifest, Codex Harness
Text-to-Speech Delivery
2 capabilities
Clawesome100%
Alpha61%
Alpha68%
Media Understanding
14 capabilities
Alpha57%
Alpha69%
Alpha69%
Audio, Media Understanding, Media Overview, WhatsApp, Images, Infer, Pdf
Media Generation
21 capabilities
Experimental38%
Alpha69%
Alpha69%
Image Generation, Media Overview, Skills, Music Generation, Video Generation
Voice and realtime talk - M2 Alpha - 6 areas
Several distinct implementations are scattered across the Control UI, apps, and providers. Scorecards for latency, failure behavior, and setup are required before beta can be considered.
Coverage Experimental - 2%Quality Alpha - 61%Completeness Alpha - 68%None
AreaCoverageQualityCompletenessDocs
Talk Providers
7 capabilities
Experimental0%
Alpha61%
Alpha68%
OpenAI, Google, Sdk Provider Plugins, Talk, Control Ui
Realtime Talk Sessions 11 capabilities
Experimental9%
Alpha61%
Alpha68%
Speech and Transcription 5 capabilities
Experimental0%
Alpha61%
Alpha68%
Native App Talk 4 capabilities
Experimental0%
Alpha61%
Alpha68%
Voice Wake and Routing 4 capabilities
Experimental0%
Alpha61%
Alpha68%
Voicewake, Voicewake, Voice Overlay
Talk Observability 5 capabilities
Experimental0%
Alpha61%
Alpha68%
Control Ui, Voice Overlay, Talk
TUI - M2 Alpha - 5 areas
Although these features appear in both docs and source code, they rarely surface as a primary workflow for users. A concrete scenario still needs to be defined.
Coverage Clawesome - 100%Quality Alpha - 59%Completeness Alpha - 66%None
AreaCoverageQualityCompletenessDocs
Runtime Modes 14 capabilities
Clawesome100%
Alpha59%
Alpha66%
Input and Commands 8 capabilities
Clawesome100%
Alpha59%
Alpha66%
Session Management 3 capabilities
Clawesome100%
Alpha59%
Alpha66%
Local Shell Execution 4 capabilities
Clawesome100%
Alpha59%
Alpha66%
Rendering and Output Safety 4 capabilities
Clawesome100%
Alpha59%
Alpha66%
Tui, Qr, Logs, Completion
ClawHub - M2 Alpha - 4 areas
Documentation and an ecosystem concept are already public. Scorecards for installation, trust, updates, rollback, and compatibility are still missing.
Coverage Experimental - 20%Quality Alpha - 58%Completeness Alpha - 62%None
AreaCoverageQualityCompletenessDocs
Publishing 7 capabilities
Alpha57%
Alpha54%
Alpha55%
Publishing, Creating Skills, Community
Catalog Discovery 5 capabilities
Experimental0%
Alpha61%
Alpha68%
Plugin, Plugins, Skills, Skills, Community
Compatibility and Trust 12 capabilities
Experimental8%
Alpha55%
Alpha56%
Plugin, Plugins, Compatibility, Plugin Inventory, Publishing, Skills, Skills Config
Plugin Lifecycle and Health 26 capabilities
Experimental15%
Alpha61%
Alpha68%
Plugin, Plugins, Skills, Skills, Protocol, Bundles, Dependency Resolution
OpenClaw App SDK - M2 Alpha - 6 areas
The OpenClaw App SDK operates as a distinct external app contract, separate from both the Gateway runtime and the Plugin SDK. The current scoring exposes a real @openclaw/sdk path, with gaps in public packaging, auto-discovery, approvals, helpers, and compatibility.
Coverage Alpha - 64%Quality Alpha - 54%Completeness Alpha - 53%None
AreaCoverageQualityCompletenessDocs
Client API 4 capabilities
Beta75%
Alpha51%
Alpha50%
Openclaw Sdk, Openclaw Sdk Api Design
Gateway Access 5 capabilities
Alpha60%
Alpha53%
Alpha54%
Openclaw Sdk, Openclaw Sdk Api Design, Protocol, Index
Agent Conversations 6 capabilities
Clawesome100%
Alpha52%
Alpha52%
Openclaw Sdk, Openclaw Sdk Api Design, Protocol
Events and Approvals 5 capabilities
Experimental40%
Alpha52%
Alpha52%
Openclaw Sdk, Openclaw Sdk Api Design, Protocol
Resource Helpers 6 capabilities
Alpha67%
Alpha62%
Alpha53%
Openclaw Sdk, Openclaw Sdk Api Design
Compatibility 5 capabilities
Experimental40%
Alpha54%
Alpha55%
Openclaw Sdk Api Design, Typebox, Protocol
Platform
Linux Gateway host - M4 Stable - 5 areas
The Node runtime is the recommended option, systemd user services have full documentation, and VPS or container setups only get general advice.
Coverage Experimental - 0%Quality Beta - 75%Completeness Stable - 89%Partial - 4
AreaCoverageQualityCompletenessDocs
Host Setup and Updates 4 capabilities / LTS-supported
Experimental0%
Beta75%
Stable89%
Gateway Runtime and Service Control 6 capabilities / LTS-supported
Experimental0%
Beta75%
Stable89%
Remote Access and Security 6 capabilities / LTS-supported
Experimental0%
Beta75%
Stable89%
Remote, Tailscale, Exposure Runbook, Authentication, Secrets
Diagnostics and Repair 4 capabilities / LTS-supported
Experimental0%
Beta75%
Stable89%
Status, Logs, Doctor, Diagnostics, Index
Deployment Targets 3 capabilities
Experimental0%
Beta75%
Stable89%
Vps, Docker, Hetzner, Digitalocean, Kubernetes, Podman
macOS Gateway host - M4 Stable - 7 areas
Documentation covers the LaunchAgent service path, both local and remote Gateway modes, CLI installation, and app integration.
Coverage Experimental - 0%Quality Beta - 74%Completeness Stable - 88%None
AreaCoverageQualityCompletenessDocs
CLI Setup 4 capabilities
Experimental0%
Beta74%
Stable88%
Macos, Bundled Gateway, Installer, Node
Local Gateway Integration 9 capabilities
Experimental0%
Beta74%
Stable88%
Macos, Bundled Gateway, Remote, Index, Gateway, Bonjour
Remote Gateway Mode 5 capabilities
Experimental0%
Beta74%
Stable88%
Gateway Service Lifecycle 10 capabilities
Experimental0%
Beta74%
Stable88%
Macos, Bundled Gateway, Gateway, Index, Update, Updating, Uninstall, Troubleshooting
Diagnostics and Observability
4 capabilities
Experimental 0%
Beta 74%
Stable 88%
Bundled Gateway, Macos, Gateway, Doctor, Troubleshooting
Permissions and Native Capabilities
4 capabilities
Experimental 0%
Beta 74%
Stable 88%
Profiles and Isolation
5 capabilities
Experimental 0%
Beta 74%
Stable 88%
Multiple Gateways, Index, Gateway
Android app - M4 Stable - 7 areas
The Android app ships through the official Google Play channel, build and run instructions are kept current in the source tree, and the app is treated as a standard companion node in the documentation.
Coverage Experimental - 0%
Quality Stable - 80%
Completeness Stable - 80%
None
| Area | Coverage | Quality | Completeness | Docs |
|---|
Media Capture
1 capability
Experimental 0%
Stable 80%
Stable 80%
Mobile Chat
1 capability
Experimental 0%
Stable 80%
Stable 80%
Connection Setup
1 capability
Experimental 0%
Stable 80%
Stable 80%
Distribution
3 capabilities
Experimental 0%
Stable 80%
Stable 80%
Settings
1 capability
Experimental 0%
Stable 80%
Stable 80%
Voice
1 capability
Experimental 0%
Stable 80%
Stable 80%
Device Runtime
2 capabilities
Experimental 0%
Stable 80%
Stable 80%
Android, Troubleshooting, Protocol
iOS app - M4 Stable - 7 areas
Distribution happens through the official App Store, push notifications via relay are covered in the docs, and the iOS app is presented as a regular companion node.
Coverage Experimental - 0%
Quality Stable - 80%
Completeness Stable - 80%
None
| Area | Coverage | Quality | Completeness | Docs |
|---|
Media and Sharing
1 capability
Experimental 0%
Stable 80%
Stable 80%
Chat and Sessions
1 capability
Experimental 0%
Stable 80%
Stable 80%
Gateway Setup and Diagnostics
7 capabilities
Experimental 0%
Stable 80%
Stable 80%
Distribution
1 capability
Experimental 0%
Stable 80%
Stable 80%
Device Commands
2 capabilities
Experimental 0%
Stable 80%
Stable 80%
Notifications and Background
1 capability
Experimental 0%
Stable 80%
Stable 80%
Voice
1 capability
Experimental 0%
Stable 80%
Stable 80%
Docker and Podman hosting - M3 Beta - 4 areas
Setup documentation exists and follows common deployment patterns. Once recurring release smoke tests capture upgrade and volume behavior, promotion can proceed.
Coverage Experimental - 28%
Quality Beta - 71%
Completeness Beta - 79%
None
| Area | Coverage | Quality | Completeness | Docs |
|---|
Container Setup
6 capabilities
Experimental 17%
Alpha 68%
Beta 79%
Container Operations
11 capabilities
Experimental 18%
Alpha 68%
Beta 79%
Podman, Docker Vm Runtime, Docker, Hetzner, Hostinger
Image Release and Validation
7 capabilities
Experimental 43%
Beta 79%
Beta 79%
Docker, Docker Vm Runtime, Full Release Validation
Agent Sandbox and Tooling
3 capabilities
Experimental 33%
Alpha 68%
Beta 79%
Windows via WSL2 - M3 Beta - 6 areas
For Windows, the recommended setup involves systemd/user-service guidance along with boot-chain documentation. Elevate this only after install and update scorecards show consistent results across repeated runs.
Coverage Experimental - 0%Quality Alpha - 69%Completeness Beta - 79%Partial - 5
AreaCoverageQualityCompletenessDocs
WSL Setup 6 capabilities / LTS-supported
Experimental0%
Alpha67%
Beta79%
CLI 8 capabilities / LTS-supported
Experimental0%
Alpha67%
Beta79%
Windows, Getting Started, Updating, Onboard, Doctor, Status, Logs
Gateway Service Lifecycle 10 capabilities / LTS-supported
Experimental0%
Alpha67%
Beta79%
Gateway Access and Exposure 11 capabilities / LTS-supported
Experimental0%
Alpha67%
Beta79%
Authentication, Secrets, Remote, Exposure Runbook, Windows
Diagnostics and Repair 8 capabilities / LTS-supported
Experimental0%
Beta79%
Beta79%
Windows, Status, Logs, Doctor, Doctor
Browser and Control UI 6 capabilities
Experimental0%
Alpha67%
Beta79%
Browser Wsl2 Windows Remote Cdp Troubleshooting, Browser, Control Ui
Raspberry Pi and small Linux devices - M3 Beta - 4 areas
Documentation for this platform is present, and the Gateway operates on Linux. To advance further, hardware-specific release smoke tests are required.
Coverage Experimental - 0%Quality Alpha - 67%Completeness Beta - 79%None
AreaCoverageQualityCompletenessDocs
Setup and Compatibility 12 capabilities
Experimental0%
Alpha67%
Beta79%
Raspberry Pi, Index, Faq First Run, Faq, Linux, Installer
Remote Access and Auth 9 capabilities
Experimental0%
Alpha67%
Beta79%
Raspberry Pi, Authentication, Secrets, Pairing, Devices, Remote, Tailscale
Gateway Runtime 10 capabilities
Experimental0%
Alpha67%
Beta79%
Index, Gateway, Raspberry Pi, Linux, Vps
Performance and Diagnostics 5 capabilities
Experimental0%
Alpha67%
Beta79%
Raspberry Pi, Linux, Health, Diagnostics
macOS companion app - M3 Beta - 8 areas
A comprehensive menu bar app is available, covering permissions, node mode, Canvas, voice wake, WebChat, and remote mode. Given how quickly this area changes, marking it Stable is not yet appropriate.
Coverage Experimental - 0%Quality Alpha - 66%Completeness Beta - 78%None
AreaCoverageQualityCompletenessDocs
Canvas 3 capabilities
Experimental0%
Alpha66%
Beta78%
Local Setup 7 capabilities
Experimental0%
Alpha66%
Beta78%
Bundled Gateway, Macos, Child Process, Dev Setup
Status and Settings 5 capabilities
Experimental0%
Alpha66%
Beta78%
Menu Bar, Icon, Macos, Health, Logging, Remote
Native Capabilities 5 capabilities
Experimental0%
Alpha66%
Beta78%
Macos, Xpc, Permissions, Signing, Peekaboo
Remote Connections 3 capabilities
Experimental0%
Alpha66%
Beta78%
Voice and Talk 3 capabilities
Experimental0%
Alpha66%
Beta78%
Voicewake, Voice Overlay, Talk, Macos
WebChat 3 capabilities
Experimental0%
Alpha66%
Beta78%
Remote WebChat 5 capabilities
Experimental0%
Alpha66%
Beta78%
Native Windows - M2 Alpha - 4 areas
The main CLI and Gateway flows are operational, though the docs still advise WSL2 for a complete setup and enumerate platform-specific limitations.
Coverage Experimental - 0%Quality Alpha - 58%Completeness Alpha - 66%Partial - 1
AreaCoverageQualityCompletenessDocs
CLI 9 capabilities / LTS-supported
Experimental0%
Alpha54%
Alpha64%
Index, Installer, Windows, Getting Started, Onboard
Gateway Management 11 capabilities
Experimental0%
Alpha59%
Alpha66%
Windows, Index, Gateway, Doctor
Networking 4 capabilities
Experimental0%
Alpha59%
Alpha66%
Updates 4 capabilities
Experimental0%
Alpha59%
Alpha66%
Kubernetes hosting - M2 Alpha - 4 areas
Hosting on Kubernetes follows a separate deployment route built on Kustomize. The current scores indicate a workable minimal deployment path, with shortfalls in Kubernetes-specific CI, ingress/TLS/NetworkPolicy packaging, backup/restore, and production exposure hardening.
Coverage Experimental - 0%Quality Alpha - 55%Completeness Alpha - 61%None
AreaCoverageQualityCompletenessDocs
Deployment Setup 5 capabilities
Experimental0%
Alpha55%
Alpha61%
Configuration and Secrets 5 capabilities
Experimental0%
Alpha55%
Alpha61%
Kubernetes, Secrets, Environment
Access and Exposure 5 capabilities
Experimental0%
Alpha55%
Alpha61%
Kubernetes, Authentication, Remote, Exposure Runbook
Cluster Lifecycle 5 capabilities
Experimental0%
Alpha55%
Alpha61%
Nix install path - M1 Experimental - 5 areas
An optional installation route. A clearer support commitment is needed before it can move to alpha or beta.
Coverage Experimental - 0%Quality Experimental - 41%Completeness Experimental - 44%None
AreaCoverageQualityCompletenessDocs
Install Handoff 4 capabilities
Experimental0%
Experimental41%
Experimental44%
Plugin Lifecycle 4 capabilities
Experimental0%
Experimental41%
Experimental44%
Activation and App UX 7 capabilities
Experimental0%
Experimental41%
Experimental44%
Config and State 7 capabilities
Experimental0%
Experimental41%
Experimental44%
Service Runtime and Guards 8 capabilities
Experimental0%
Experimental41%
Experimental44%
watchOS companion surfaces - M1 Experimental - 5 areas
The Watch app and its extension surfaces exist in the source, but the public documentation has not yet framed this as a user-facing capability.
Coverage Experimental - 0%Quality Experimental - 41%Completeness Experimental - 44%None
AreaCoverageQualityCompletenessDocs
Delivery and Recovery 7 capabilities
Experimental0%
Experimental41%
Experimental44%
Exec Approvals 3 capabilities
Experimental0%
Experimental41%
Experimental44%
Distribution and Support 6 capabilities
Experimental0%
Experimental41%
Experimental44%
Notifications and Replies 7 capabilities
Experimental0%
Experimental41%
Experimental44%
Watch App UI 3 capabilities
Experimental0%
Experimental41%
Experimental44%
Linux companion app - M0 Planned - 5 areas
Native Linux companion apps are on the roadmap according to the docs; for now, Gateway is the supported route on Linux.
Coverage Experimental - 0%Quality Experimental - 19%Completeness Experimental - 21%None
AreaCoverageQualityCompletenessDocs
App Distribution 3 capabilities
Experimental0%
Experimental19%
Experimental21%
Gateway Connectivity 4 capabilities
Experimental0%
Experimental19%
Experimental21%
Chat and Sessions 3 capabilities
Experimental0%
Experimental19%
Experimental21%
Desktop Capabilities 9 capabilities
Experimental0%
Experimental19%
Experimental21%
Linux, Exec Approvals, Secrets, Index, Exec, Talk, Camera
Status and Diagnostics 7 capabilities
Experimental0%
Experimental19%
Experimental21%
Native Windows companion app - M0 Planned - 5 areas
Only planned at this stage.
Coverage Experimental - 0%Quality Experimental - 19%Completeness Experimental - 21%None
AreaCoverageQualityCompletenessDocs
Installation and Updates 4 capabilities
Experimental0%
Experimental19%
Experimental21%
Gateway Connection 3 capabilities
Experimental0%
Experimental19%
Experimental21%
Windows, Index, Pairing, Remote
Chat Sessions 2 capabilities
Experimental0%
Experimental19%
Experimental21%
Status and Repair 5 capabilities
Experimental0%
Experimental19%
Experimental21%
Desktop Tools and Permissions 9 capabilities
Experimental0%
Experimental19%
Experimental21%
Windows, Index, Exec, Exec Approvals, Index
Channel
Discord - M4 Stable - 6 areas
Documentation runs deep and capability coverage is broad. Voice and delegation paths should remain independently rated as beta and alpha respectively.
Coverage Experimental - 32%Quality Beta - 73%Completeness Stable - 87%Partial - 4
AreaCoverageQualityCompletenessDocs
Channel Setup and Operations 10 capabilities / LTS-supported
Experimental0%
Beta73%
Stable87%
Discord, Discord, Fly, Slash Commands, Health, Channels, Config Channels
Access and Identity 6 capabilities / LTS-supported
Experimental17%
Beta73%
Stable87%
Discord, Pairing, Access Groups, Groups
Conversation Routing and Delivery 12 capabilities / LTS-supported
Experimental17%
Beta73%
Stable87%
Discord, Channel Routing, Groups, Access Groups, Acp Agents, Subagents
Media and Rich Content 1 capabilities / LTS-supported
Clawesome100%
Beta73%
Stable87%
Native Controls and Approvals 5 capabilities
Experimental20%
Beta73%
Stable87%
Realtime Voice and Calls 5 capabilities
Experimental40%
Beta73%
Stable87%
Discord, OpenAI, Elevenlabs, Qa E2e Automation, Config Channels
Telegram - M3 Beta - 5 areas
The core channel is dependable enough for day-to-day operation, yet the inconsistent UX and media-related exceptions call for repeated scenario validation.
Coverage Experimental - 8%Quality Alpha - 68%Completeness Beta - 78%Full - 5
AreaCoverageQualityCompletenessDocs
Channel Setup and Operations 10 capabilities / LTS-supported
Experimental20%
Alpha66%
Beta78%
Telegram, Config Channels, Channels
Access and Identity 10 capabilities / LTS-supported
Experimental0%
Alpha66%
Beta78%
Telegram, Pairing, Access Groups, Groups, Multi Agent
Conversation Routing and Delivery 1 capabilities / LTS-supported
Experimental0%
Alpha66%
Beta78%
Media and Rich Content 1 capabilities / LTS-supported
Experimental0%
Alpha66%
Beta78%
Native Controls and Approvals 11 capabilities / LTS-supported
Experimental18%
Beta77%
Beta79%
Telegram, Exec Approvals, Reactions
Slack - M3 Beta - 5 areas
Documentation for the channel and its routing interface is top-notch. What is missing are scorecards for workspace installation and admin scenarios.
Coverage Experimental - 38%Quality Alpha - 66%Completeness Beta - 78%Full - 5
AreaCoverageQualityCompletenessDocs
Channel Setup and Operations 10 capabilities / LTS-supported
Experimental10%
Alpha66%
Beta78%
Slack, Slack, Secrets, Qa E2e Automation, Troubleshooting
Access and Identity 1 capabilities / LTS-supported
Experimental0%
Alpha66%
Beta78%
Conversation Routing and Delivery 7 capabilities / LTS-supported
Alpha57%
Alpha66%
Beta78%
Slack, Bot Loop Protection, Pairing
Media and Rich Content 1 capabilities / LTS-supported
Clawesome100%
Alpha66%
Beta78%
Native Controls and Approvals 8 capabilities / LTS-supported
Experimental25%
Alpha66%
Beta78%
Slack, Slash Commands, Exec Approvals
iMessage and BlueBubbles - M3 Beta - 5 areas
Supported iMessage relies on imsg, running on a macOS Messages host that is signed in; older BlueBubbles setups need to be migrated. Keep the macOS permissions, SSH wrapper, SIP/private API, and migration caveats front and center.
Coverage Experimental - 0%Quality Alpha - 66%Completeness Beta - 78%None
AreaCoverageQualityCompletenessDocs
Channel Setup and Operations 11 capabilities
Experimental0%
Alpha66%
Beta78%
Bluebubbles Imessage, Imessage From Bluebubbles, Config Channels, iMessage
Access and Identity 6 capabilities
Experimental0%
Alpha66%
Beta78%
iMessage, Imessage From Bluebubbles, Config Channels
Conversation Routing and Delivery 4 capabilities
Experimental0%
Alpha66%
Beta78%
Media and Rich Content 7 capabilities
Experimental0%
Alpha66%
Beta78%
iMessage, Imessage From Bluebubbles, Config Channels
Native Controls and Approvals 3 capabilities
Experimental0%
Alpha66%
Beta78%
WhatsApp - M3 Beta - 5 areas
The main pathway is well-documented and significant, yet upstream Baileys and session instability prevent it from reaching Stable status.
Coverage Experimental - 0%Quality Alpha - 66%Completeness Beta - 78%None
AreaCoverageQualityCompletenessDocs
Channel Setup and Operations 5 capabilities
Experimental0%
Alpha66%
Beta78%
WhatsApp, Config Channels, WhatsApp, Qa E2e Automation, Doctor
Access and Identity 7 capabilities
Experimental0%
Alpha66%
Beta78%
WhatsApp, Config Channels, Qa E2e Automation, Pairing
Conversation Routing and Delivery 4 capabilities
Experimental0%
Alpha66%
Beta78%
Media and Rich Content 5 capabilities
Experimental0%
Alpha66%
Beta78%
Native Controls and Approvals 2 capabilities
Experimental0%
Alpha66%
Beta78%
Matrix - M2 Alpha - 6 areas
This is supported through a bundled plugin. Scorecards for bridge, auth, and room lifecycle are still required.
Coverage Alpha - 65%Quality Alpha - 60%Completeness Alpha - 67%None
AreaCoverageQualityCompletenessDocs
Channel Setup and Operations 5 capabilities
Experimental0%
Alpha60%
Alpha67%
Access and Identity 7 capabilities
Alpha57%
Alpha60%
Alpha67%
Matrix, Groups, Bot Loop Protection
Conversation Routing and Delivery 1 capabilities
Clawesome100%
Alpha60%
Alpha67%
Media and Rich Content 1 capabilities
Clawesome100%
Alpha60%
Alpha67%
Native Controls and Approvals 6 capabilities
Experimental33%
Alpha60%
Alpha67%
Encryption and Verification 3 capabilities
Clawesome100%
Alpha60%
Alpha67%
Google Chat - M2 Alpha - 5 areas
The channel is documented, but enterprise and admin configuration introduces maturity concerns.
Coverage Experimental - 0%Quality Alpha - 59%Completeness Alpha - 66%None
AreaCoverageQualityCompletenessDocs
Channel Setup and Operations 16 capabilities
Experimental0%
Alpha59%
Alpha66%
Google Chat, Google Chat, Config Channels, Wizard Cli Reference, Secrets, Secretref Credential Surface, Health, Plugin Inventory, Index
Access and Identity 11 capabilities
Experimental0%
Alpha59%
Alpha66%
Google Chat, Pairing, Access Groups, Config Channels, Bot Loop Protection, Channel Routing
Conversation Routing and Delivery 1 capabilities
Experimental0%
Alpha59%
Alpha66%
Google Chat, Bot Loop Protection, Access Groups, Channel Routing
Media and Rich Content 1 capabilities
Experimental0%
Alpha59%
Alpha66%
Google Chat, Message, Media Understanding, Secretref Credential Surface
Native Controls and Approvals 16 capabilities
Experimental0%
Alpha59%
Alpha66%
Google Chat, Message, Media Understanding, Secretref Credential Surface, Reactions, Slash Commands, Config Agents, Message Lifecycle Refactor
Microsoft Teams - M2 Alpha - 5 areas
Proof through explicit scenarios is required for enterprise authentication and admin workflows.
Coverage Experimental - 0%Quality Alpha - 59%Completeness Alpha - 66%None
AreaCoverageQualityCompletenessDocs
Channel Setup and Operations 9 capabilities
Experimental0%
Alpha59%
Alpha66%
Microsoft Teams, Microsoft Teams, Config Channels, Health
Access and Identity 9 capabilities
Experimental0%
Alpha59%
Alpha66%
Microsoft Teams, Pairing, Access Groups
Conversation Routing and Delivery 5 capabilities
Experimental0%
Alpha59%
Alpha66%
Microsoft Teams, Groups, Channel Routing
Media and Rich Content 5 capabilities
Experimental0%
Alpha59%
Alpha66%
Native Controls and Approvals 5 capabilities
Experimental0%
Alpha59%
Alpha66%
Microsoft Teams, Exec Approvals Advanced
Signal - M2 Alpha - 5 areas
Documentation for supported channels is present, yet stronger evidence for installation and reconnection is required.
Coverage Experimental - 0%Quality Alpha - 59%Completeness Alpha - 66%None
AreaCoverageQualityCompletenessDocs
Channel Setup and Operations 7 capabilities
Experimental0%
Alpha59%
Alpha66%
Access and Identity 6 capabilities
Experimental0%
Alpha59%
Alpha66%
Conversation Routing and Delivery 1 capabilities
Experimental0%
Alpha59%
Alpha66%
Media and Rich Content 7 capabilities
Experimental0%
Alpha59%
Alpha66%
Native Controls and Approvals 3 capabilities
Experimental0%
Alpha59%
Alpha66%
Feishu, QQ Bot, WeChat, Yuanbao, Zalo, Zalo Personal, regional channels - M2 Alpha - 4 areas
Regional reach matters here, but the public support tier should be tuned per account type, upstream approval, and maintainer evidence.
Coverage Experimental - 0%Quality Alpha - 55%Completeness Alpha - 58%None
AreaCoverageQualityCompletenessDocs
Channel Setup and Operations 6 capabilities
Experimental0%
Alpha61%
Alpha68%
Index, Pairing, Feishu, Architecture Internals
Access and Identity 1 capabilities
Experimental0%
Alpha53%
Alpha54%
No linked docs
Conversation Routing and Delivery 1 capabilities
Experimental0%
Alpha53%
Alpha54%
No linked docs
Media and Rich Content 1 capabilities
Experimental0%
Alpha53%
Alpha54%
No linked docs
Mattermost, LINE, IRC, Nextcloud Talk, Nostr, Twitch, Tlon, Synology Chat - M2 Alpha - 4 areas
Supported interfaces are in place, though maturity probably shifts with upstream and maintainer coverage. Assign individual scores at a later stage.
Coverage Experimental - 0%Quality Alpha - 53%Completeness Alpha - 54%None
AreaCoverageQualityCompletenessDocs
Channel Setup and Operations 1 capabilities
Experimental0%
Alpha53%
Alpha54%
No linked docs
Access and Identity 1 capabilities
Experimental0%
Alpha53%
Alpha54%
No linked docs
Conversation Routing and Delivery 1 capabilities
Experimental0%
Alpha53%
Alpha54%
No linked docs
Media and Rich Content 1 capabilities
Experimental0%
Alpha53%
Alpha54%
No linked docs
Voice Call channel - M1 Experimental - 5 areas
An optional or plugin route with intricate realtime behavior. A scenario scorecard must be completed before any public beta.
Coverage Experimental - 10%Quality Experimental - 41%Completeness Experimental - 44%None
AreaCoverageQualityCompletenessDocs
Channel Setup and Operations 2 capabilities
Alpha50%
Experimental41%
Experimental44%
Voicecall, Voice Call, Protocol
Access and Identity 1 capabilities
Experimental0%
Experimental41%
Experimental44%
Conversation Routing and Delivery 1 capabilities
Experimental0%
Experimental41%
Experimental44%
Media and Rich Content 2 capabilities
Experimental0%
Experimental41%
Experimental44%
Realtime Voice and Calls 2 capabilities
Experimental0%
Experimental41%
Experimental44%
Provider and tool
Browser automation, exec, and sandbox tools - M3 Beta - 3 areas
Documentation covers the core tools, but host security and permission UX should remain under continuous scorecard evaluation.
Coverage Experimental - 42%Quality Beta - 75%Completeness Beta - 79%Partial - 2
AreaCoverageQualityCompletenessDocs
Browser Automation 8 capabilities
Experimental25%
Beta79%
Beta79%
Browser Control, Testing, Browser, Index, Audit Checks
Tool Invocation and Execution 8 capabilities / LTS-supported
Alpha50%
Beta79%
Beta79%
Exec, Background Process, Tools Invoke Http Api, Operator Scopes, Protocol, Exec Approvals, Exec Approvals Advanced, Elevated
Sandbox and Tool Policy 6 capabilities / LTS-supported
Alpha50%
Alpha68%
Beta79%
Sandboxing, Sandbox Vs Tool Policy Vs Elevated, Multi Agent Sandbox Tools, Codex Harness Reference, Config Tools
OpenAI and Codex provider path - M3 Beta - 5 areas
Thorough documentation, OAuth and subscription paths, realtime voice, image handling, and compatibility traits. Frequent provider changes block Stable status unless release-scorecard evidence is supplied.
Coverage Experimental - 6%Quality Beta - 74%Completeness Beta - 79%Partial - 3
AreaCoverageQualityCompletenessDocs
Model and Auth 9 capabilities / LTS-supported
Experimental11%
Beta79%
Beta79%
OpenAI, Codex Harness, Models, Oauth, Codex Harness Reference, Auth Monitoring
Responses and Tool Compatibility 6 capabilities / LTS-supported
Experimental17%
Beta79%
Beta79%
OpenAI, Openresponses Http Api, Openai Http Api, Codex Native Plugins
Native Codex Harness 12 capabilities / LTS-supported
Experimental0%
Beta79%
Beta79%
Codex Harness, Codex Harness Runtime, Codex Harness Reference, Codex Native Plugins
Image and Multimodal Input 2 capabilities
Experimental0%
Alpha67%
Beta79%
OpenAI, Image Generation, Images
Voice and Realtime Audio 2 capabilities
Experimental0%
Alpha67%
Beta79%
Web search tools - M3 Beta - 4 areas
Several providers and their docs are in place. Quota, error, and SSRF verification per provider family is still missing.
Coverage Experimental - 4%Quality Beta - 74%Completeness Beta - 79%None
AreaCoverageQualityCompletenessDocs
Search Providers 19 capabilities
Experimental0%
Beta79%
Beta79%
Web, Brave Search, Tavily, Exa Search, Firecrawl, Perplexity Search, Duckduckgo Search, Searxng Search, Gemini Search, Grok Search, Kimi Search, Minimax Search, Ollama Search, Sdk Subpaths, Sdk Overview, Manifest
Setup and Diagnostics 9 capabilities
Experimental0%
Alpha68%
Beta79%
Web, Web Fetch, Faq, Api Usage Costs, Brave Search, Perplexity Search, Tavily, Firecrawl
Network Safety 4 capabilities
Experimental0%
Alpha68%
Beta79%
Web, Web Fetch, Firecrawl, Searxng Search
Tool Availability and Fetch 12 capabilities
Experimental17%
Beta79%
Beta79%
Config Tools, Web Fetch, Web, Faq
Anthropic provider path - M3 Beta - 5 areas
Top-tier model provider. Requires repeated proof across auth, catalog, and tool-call scenarios.
Coverage Experimental - 0%Quality Beta - 71%Completeness Beta - 78%None
AreaCoverageQualityCompletenessDocs
Provider Auth and Recovery 9 capabilities
Experimental0%
Alpha66%
Beta78%
Anthropic, Doctor, Configuration Examples, Troubleshooting, Prompt Caching
Model and Runtime Selection 12 capabilities
Experimental0%
Beta78%
Beta79%
Anthropic, Config Agents, Models, Cli Backends
Request Transport and Turn Semantics 10 capabilities
Experimental0%
Beta77%
Beta79%
Anthropic, Prompt Caching, Troubleshooting, Cli Backends, Model Providers
Prompt Cache and Context 5 capabilities
Experimental0%
Alpha66%
Beta78%
Anthropic, Prompt Caching, Troubleshooting, Heartbeat
Media Inputs 4 capabilities
Experimental0%
Alpha66%
Beta78%
Google provider path - M3 Beta - 5 areas
First-class provider offering both model and realtime interfaces. Needs independent Live/Talk evaluation.
Coverage Experimental - 0%Quality Alpha - 66%Completeness Beta - 78%None
AreaCoverageQualityCompletenessDocs
Provider Setup and Credentials 10 capabilities
Experimental0%
Alpha66%
Beta78%
Model Routing and Endpoints 10 capabilities
Experimental0%
Alpha66%
Beta78%
Google, Model Providers, Google, Gemini Search
Direct Gemini Runtime 9 capabilities
Experimental0%
Alpha66%
Beta78%
Google, Model Providers, Faq Models, Testing Live
Media, Search, and Realtime 10 capabilities
Experimental0%
Alpha66%
Beta78%
Prompt Caching 5 capabilities
Experimental0%
Alpha66%
Beta78%
Prompt Caching, Google, Model Providers, Token Use
OpenRouter provider path - M3 Beta - 4 areas
The unified provider route is well-documented and useful, though per-model behavior differs.
Coverage Experimental - 0%Quality Alpha - 66%Completeness Beta - 78%None
AreaCoverageQualityCompletenessDocs
Provider Setup and Auth 14 capabilities
Experimental0%
Alpha66%
Beta78%
Openrouter, Model Providers, Configure, Authentication, Environment, Models, Models
Chat Runtime and Normalization 15 capabilities
Experimental0%
Alpha66%
Beta78%
Openrouter, Model Providers, Prompt Caching
Provider Recovery and Diagnostics 5 capabilities
Experimental0%
Alpha66%
Beta78%
Model Failover, Openrouter, Models
Media Generation and Speech 7 capabilities
Experimental0%
Alpha66%
Beta78%
Openrouter, Image Generation, Music Generation, Media Overview, Video Generation, Tts
Image, video, and music generation tools - M2 Alpha - 5 areas
The capability is offered by multiple providers, yet differences in quality, latency, and parameter support are significant enough that beta status cannot be granted without provider-specific evidence.
Coverage Experimental - 0%Quality Alpha - 61%Completeness Alpha - 68%None
AreaCoverageQualityCompletenessDocs
Media Routing and Discovery 4 capabilities
Experimental0%
Alpha61%
Alpha68%
Config Agents, Image Generation, Video Generation, Music Generation
Task Lifecycle and Delivery 12 capabilities
Experimental0%
Alpha61%
Alpha68%
Media Overview, Image Generation, Video Generation, Music Generation
Image Generation 9 capabilities
Experimental0%
Alpha61%
Alpha68%
Image Generation, Infer, Media Overview
Video Generation 11 capabilities
Experimental0%
Alpha61%
Alpha68%
Video Generation, Runway, Pixverse, Fal, Openrouter
Music Generation 6 capabilities
Experimental0%
Alpha61%
Alpha68%
Local model providers: Ollama, vLLM, SGLang, LM Studio - M2 Alpha - 5 areas
It is documented and practical, but the environment shows considerable variability.
Coverage Experimental - 0%Quality Alpha - 61%Completeness Alpha - 68%None
AreaCoverageQualityCompletenessDocs
Provider Setup, Lifecycle, and Diagnostics 12 capabilities
Experimental0%
Alpha61%
Alpha68%
Local Models, Lmstudio, Ollama, Vllm, Local Model Services, Config Agents, Troubleshooting, Doctor
Native Provider Plugins 10 capabilities
Experimental0%
Alpha61%
Alpha68%
OpenAI-Compatible Runtime Compatibility 8 capabilities
Experimental0%
Alpha61%
Alpha68%
Vllm, Sglang, Local Models, Lmstudio
Local Memory and Embeddings 5 capabilities
Experimental0%
Alpha61%
Alpha68%
Network Safety and Prompt Controls 2 capabilities
Experimental0%
Alpha61%
Alpha68%
Index, Config Tools, Local Models
Long-tail hosted providers - M2 Alpha - 3 areas
A large collection of docs and reference pages is present; the score ought to derive from provider metadata combined with live smoke test coverage.
Coverage Experimental - 8%Quality Alpha - 61%Completeness Alpha - 68%None
AreaCoverageQualityCompletenessDocs
Hosted LLM Providers 12 capabilities
Experimental0%
Alpha61%
Alpha68%
Index, Model Providers, Testing Live, Onboard
Hosted Media Providers 8 capabilities
Experimental25%
Alpha61%
Alpha68%
Provider Operations 12 capabilities
Experimental0%
Alpha61%
Alpha68%