docs/providers/anthropic.md
Anthropic builds the Claude model family. OpenClaw supports two auth routes:
anthropic/* models)OpenClaw detects the available Anthropic credential and selects the matching usage surface:
ANTHROPIC_ADMIN_KEY or ANTHROPIC_ADMIN_API_KEY shows 30 days of provider-reported organization cost and Messages API usage in Control UI Usage, including daily spend, token/cache totals, top models, and cost categories.sk-ant-admin... credential stored in the Anthropic provider profile is detected as an Admin API key automatically.Admin API cost history comes from Anthropic's Usage and Cost API. It is actual provider billing, separate from OpenClaw's session-derived estimated cost.
<Warning> OpenClaw's Claude CLI backend runs the installed Claude Code CLI in non-interactive print mode (`claude -p`). Anthropic's current Claude Code docs describe that mode as Agent SDK/programmatic usage. Anthropic's June 15, 2026 support update paused the announced separate Agent SDK billing change: Claude Agent SDK, `claude -p`, and third-party app usage still draw from a signed-in subscription's usage limits, and the previously announced monthly Agent SDK credit is not available while Anthropic revises that plan.Interactive Claude Code still draws from the signed-in Claude plan's limits. API key auth is direct pay-as-you-go billing and does not depend on that plan. For long-lived gateway hosts, shared automation, and predictable production spend, use an Anthropic API key.
Anthropic's current support articles can change this behavior without an OpenClaw release:
<Steps>
<Step title="Get your API key">
Create an API key in the [Anthropic Console](https://console.anthropic.com/).
</Step>
<Step title="Run onboarding">
```bash
openclaw onboard
# choose: Anthropic API key
```
Or pass the key directly:
```bash
openclaw onboard --anthropic-api-key "$ANTHROPIC_API_KEY"
```
</Step>
<Step title="Verify the model is available">
```bash
openclaw models list --provider anthropic
```
</Step>
</Steps>
### Config example
```json5
{
env: { ANTHROPIC_API_KEY: "example-anthropic-key-not-real" },
agents: { defaults: { model: { primary: "anthropic/claude-opus-4-8" } } },
}
```
<Steps>
<Step title="Ensure Claude CLI is installed and logged in">
Verify with:
```bash
claude --version
```
</Step>
<Step title="Run onboarding">
```bash
openclaw onboard
# choose: Claude CLI
```
OpenClaw detects and reuses the existing Claude CLI credentials.
</Step>
<Step title="Verify the model is available">
```bash
openclaw models list --provider anthropic
```
</Step>
</Steps>
<Note>
Setup and runtime details for the Claude CLI backend are in [CLI Backends](/gateway/cli-backends).
</Note>
<Warning>
Claude CLI reuse expects the OpenClaw process to run on the same host as the
Claude CLI login. Docker installs can persist a container home and log in to
Claude Code there; see
[Claude CLI backend in Docker](/install/docker#claude-cli-backend-in-docker).
Other container installs such as [Podman](/install/podman) do not mount host
`~/.claude` into setup or runtime; use an Anthropic API key there, or choose
a provider with OpenClaw-managed OAuth such as
[OpenAI Codex](/providers/openai).
</Warning>
### Config example
Prefer the canonical Anthropic model ref plus a CLI runtime override:
```json5
{
agents: {
defaults: {
model: { primary: "anthropic/claude-opus-4-8" },
models: {
"anthropic/claude-opus-4-8": {
agentRuntime: { id: "claude-cli" },
},
},
},
},
}
```
Legacy `claude-cli/claude-opus-4-7` model refs still work for
compatibility, but new config should keep provider/model selection as
`anthropic/*` and put the execution backend in provider/model runtime policy.
### Billing and `claude -p`
OpenClaw uses Claude Code's non-interactive `claude -p` path for Claude CLI
runs. Anthropic currently treats that path as Agent SDK/programmatic usage:
- Anthropic's June 15, 2026 support update paused the previously announced
separate Agent SDK credit plan.
- Subscription-plan Claude Agent SDK, `claude -p`, and third-party app usage
still draw from the signed-in subscription's usage limits.
- The previously announced monthly Agent SDK credit is not available while
Anthropic revises that plan.
- Console/API-key logins use pay-as-you-go API billing and do not receive
the subscription Agent SDK credit.
See Anthropic's [Agent SDK plan
article](https://support.claude.com/en/articles/15036540-use-the-claude-agent-sdk-with-your-claude-plan)
for the pause notice, and the Claude Code plan articles for
[Pro/Max](https://support.claude.com/en/articles/11145838-use-claude-code-with-your-pro-or-max-plan)
and
[Team/Enterprise](https://support.claude.com/en/articles/11845131-use-claude-code-with-your-team-or-enterprise-plan)
subscription behavior.
Anthropic can change Claude Code billing and rate-limit behavior without an
OpenClaw release. Check `claude auth status`, `/status`, and
Anthropic's linked docs when billing predictability matters.
<Tip>
For shared production automation, use an Anthropic API key instead of
Claude CLI. OpenClaw also supports subscription-style options from
[OpenAI Codex](/providers/openai), [Qwen Cloud](/providers/qwen),
[MiniMax](/providers/minimax), and [Z.AI / GLM](/providers/zai).
</Tip>
anthropic/claude-sonnet-5 uses adaptive thinking at high effort by default.
Use /think off to disable thinking, or /think xhigh|max for the model's
higher native effort levels. OpenClaw omits manual thinking budgets, custom
sampling parameters, assistant prefills, and Priority Tier for Sonnet 5 because
Anthropic does not support those request features on this model.
The catalog uses Anthropic's introductory $2/$10 input/output pricing through
August 31, 2026; standard $3/$15 pricing begins September 1, 2026.
anthropic/claude-fable-5 always uses adaptive thinking and defaults to high
effort. Anthropic does not allow thinking to be disabled for this model, so
/think off and /think minimal map to low effort instead. OpenClaw also
omits custom temperature values for Fable 5 requests, since Anthropic rejects
a temperature override on any thinking-enabled request.
anthropic/claude-mythos-5 is a limited-access model with the same always-on
adaptive-thinking contract. OpenClaw defaults to high, maps /think off and
/think minimal to low, and omits caller-selected sampling parameters.
The catalog publishes its 1,000,000-token context window, 128,000-token output
limit, image input, and $10/$50 input/output pricing.
Claude Opus 4.8 keeps thinking off by default in OpenClaw. When you explicitly
enable adaptive thinking with /think high|xhigh|max, OpenClaw sends
Anthropic's Opus 4.8 effort values; Claude 4.6 models (Opus 4.6 and Sonnet 4.6)
default to adaptive.
Override per-message with /think:<level> or in model params:
{
agents: {
defaults: {
models: {
"anthropic/claude-opus-4-8": {
params: { thinking: "high" },
},
},
},
},
}
Fable 5 classifiers return stop_reason: "refusal" on requests in restricted
domains, and they also false-positive on benign-adjacent work (security
tooling, life sciences, or even asking the model to reproduce its raw
reasoning). Without a fallback, the turn dies with an error even though
another Claude model would happily serve it - Anthropic's own refusal message
tells API integrators to configure a fallback model.
anthropic/claude-fable-5, OpenClaw
sends Anthropic's server-side fallback opt-in: the
server-side-fallback-2026-06-01 beta header plus
fallbacks: [{"model": "claude-opus-4-8"}]. Claude Opus 4.8 is the only
fallback target Anthropic permits for Fable 5.The fallback happens at the Anthropic API level, so claude-opus-4-8 does not
need to be in your configured model list or fallback chain - a Fable-capable
API key can always serve Opus.
provider_fallback diagnostic on the
assistant message naming fromModel and toModel, and the message's
responseModel reports claude-opus-4-8.Applies to anthropic/claude-fable-5 with API-key auth against
api.anthropic.com. OAuth (Claude CLI subscription reuse), proxy base URLs,
Bedrock, Vertex, and Foundry requests are unchanged and still surface
refusals as errors there.
Verified live: a benign prompt asking Fable 5 to reproduce its raw chain of
thought is declined with category: "reasoning_extraction" when sent without
fallbacks, and the same prompt through OpenClaw returns a normal Opus-served
answer with the provider_fallback diagnostic attached.
See Anthropic's refusals and fallback guide for the underlying behavior.
OpenClaw supports Anthropic's prompt caching feature for API-key auth.
| Value | Cache duration | Description |
|---|---|---|
"short" (default) | 5 minutes | Applied automatically for API-key auth |
"long" | 1 hour | Extended cache |
"none" | No caching | Disable prompt caching |
{
agents: {
defaults: {
models: {
"anthropic/claude-opus-4-6": {
params: { cacheRetention: "long" },
},
},
},
},
}
```json5
{
agents: {
defaults: {
model: { primary: "anthropic/claude-opus-4-6" },
models: {
"anthropic/claude-opus-4-6": {
params: { cacheRetention: "long" },
},
},
},
list: [
{ id: "research", default: true },
{ id: "alerts", params: { cacheRetention: "none" } },
],
},
}
```
Config merge order:
1. `agents.defaults.models["provider/model"].params`
2. `agents.list[].params` (matching `id`, overrides by key)
This lets one agent keep a long-lived cache while another agent on the same model disables caching for bursty/low-reuse traffic.
| Command | Maps to |
|---------|---------|
| `/fast on` | `service_tier: "auto"` |
| `/fast off` | `service_tier: "standard_only"` |
```json5
{
agents: {
defaults: {
models: {
"anthropic/claude-sonnet-4-6": {
params: { fastMode: true },
},
},
},
},
}
```
<Note>
- Only applies to direct `api.anthropic.com` requests made with an API key. OAuth/subscription-token requests and proxy routes never get a `service_tier` field.
- Explicit `serviceTier` or `service_tier` params override `/fast` when both are set.
- On accounts without Priority Tier capacity, `service_tier: "auto"` may resolve to `standard`.
</Note>
| Property | Value |
| --------------- | --------------------- |
| Default model | `claude-opus-4-8` |
| Supported input | Images, PDF documents |
When an image or PDF is attached to a conversation, OpenClaw automatically
routes it through the Anthropic media understanding provider.
```json5
{
agents: {
defaults: {
models: {
"anthropic/claude-sonnet-5": {},
"anthropic/claude-mythos-5": {},
"anthropic/claude-opus-4-6": {},
},
},
},
}
```
Older configs can keep `params.context1m: true`; it is a harmless no-op for
these models and OpenClaw no longer sends the retired
`context-1m-2025-08-07` beta header regardless. Older `anthropicBeta` config
entries with that value are dropped during request header resolution, and
unsupported older Claude models stay on their normal context window.
`params.context1m: true` behaves the same way for the Claude CLI backend
(`claude-cli/*`): eligible GA-capable Opus and Sonnet models already get the
1M window automatically, so the param is optional there too.
<Warning>
Requires long-context access on your Anthropic credential. OAuth/subscription token auth keeps its required Anthropic beta headers, but OpenClaw strips the retired 1M beta header if it remains in older config.
</Warning>