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Starter journey
OpenClaw calls tools. The model price is the catalog row, and the hardware line is the 4090.
Open the model
DeepSeek V4.1 Flash is $0.035 per million tokens in and $0.29 out. A light assistant month on that row is $0.4 (3 million in, 1 million out). That is the text workload for the model, not a fee for browsing the web. Weights for this row stay with the provider.
DeepSeek V4.1 FlashOpen the tool page
OpenClaw is the harness that can use tools. A computer with a model endpoint. Comfortable on an RTX 4090-class card; also used on DGX Spark via clawspark. The RTX 4090 line is $1,600–2,200, and the electricity note is “~$10 electricity”.
OpenClawOpen the stack for this job
A coding agent that can use tools and the web, on the 4090 path.
See the recommendationTry one tool call on sample files
Point it at a folder you can afford to change. Do not give it a private inbox on the first run.