Routing comparison

DeepSeek V4 Flash vs Pro

The site should not imply that V4 Pro is the main product. Flash is the production default and OpenClaw adapter route; Pro is a controlled escalation path.

V4 Flash

$0.14 input / $0.28 output

Cache-hit input: $0.028 per 1M tokens. Primary DSFlashHub route for OpenClaw adaptation, search, summarization, batch code assistance, and routine agent traffic.

V4 Pro

$1.74 input / $3.48 output

Cache-hit input: $0.145 per 1M tokens. Official V4 Pro rate: $0.145 cache hit, $1.74 cache miss input, $3.48 output per 1M tokens. Use it as an escalation route, not the default story.

Decision table

Flash should win most default traffic

Use Pro only when the task needs deeper reasoning or when Flash fails a defined quality check.

QuestionV4 FlashV4 Pro
Primary roleDefault production and OpenClaw routeEscalation route for hard reasoning
Best trafficRoutine agent turns, summaries, retrieval, batch code explanationComplex debugging, high-value review, long reasoning tasks
Editorial priorityLead storySupport story
RiskMay need escalation on ambiguous or high-stakes tasksCan inflate cost if used as the default model