OpenClaw adaptation

OpenClaw should be paired with DeepSeek V4 Flash first

This hub separates the OpenClaw story from generic model comparison. The site should explain how OpenClaw routine agent turns, tool narration, retrieval wrappers, and prompt cache design can default to V4 Flash before escalating to Pro or another provider.

Read the adapter page

Adapter rules

Four OpenClaw adaptation layers

These rules give OpenClaw a stronger standalone role instead of leaving it as a passing mention on a comparison page.

Default model route

Map routine OpenClaw chat, planning, and tool narration to deepseek-v4-flash.

This keeps high-frequency agent turns on the lowest DeepSeek V4 route while preserving the same model-family positioning.

Escalation policy

Escalate to deepseek-v4-pro only for long reasoning, failed self-checks, or high-risk review.

Pro should improve difficult tasks without turning every OpenClaw request into a premium request.

Prompt cache design

Keep OpenClaw system prompts, tool schemas, and retrieval wrappers stable across runs.

Stable prompt scaffolding is the direct path to cache-hit economics on repeated agent workflows.

Comparison fallback

Keep GPT, Claude, Gemini, and Grok as explicit audit or customer-required routes.

The comparison layer should support routing decisions without weakening the Flash-first message.