Telemetry Disclaimer: Cloud GPU spot pricing and free LLM provider limits are verified daily via automated probes and provider APIs. Actual spot availability, token quotas (RPM/RPD), and pricing are subject to observed changes by upstream vendors. VRAM requirements are deterministically calculated using theoretical weight, KV-cache, and CUDA overhead models; production memory may vary depending on inference engines, context batching, and kernel optimizations. OpenGPU Radar is an independent research platform not affiliated with NVIDIA, AMD, or listed cloud providers.
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