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Windows Configuration

SetupMonthly CostContext WindowBest For
Ollama + Kimi K2.5 (cloud)$064k tokensEveryday tasks, web research, email drafts, light coding
Ollama + Local model (glm-4.7-flash)$0 (requires GPU)Varies by modelSensitive data, offline environments, full on-premises setup
Claude API (pay-per-token)$15-$60+200k tokensComplex reasoning, very long context, production-grade work
Hybrid (Kimi free + Claude for hard tasks)$5-$1564k / 200kPower users who want best-of-both without the full API bill