Tools
LLM Observability Tools: Adopt Them When You Ship Agents
Step-level traces are the product. Cost per request is the metric teams add last and regret not adding first.
#inference costs
5 articles5 articles on Model Drop tagged "inference costs."
5 articles
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ModelsOpen-Weight vs Closed Models: The Decision Isn't Capability
Benchmark parity is real for routine work. The choice turns on residency, version pinning, and where your cost curves cross.
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LaunchesGemini 3.8 Flash Hits Stable GA at $0.75 per Million In
Flash tiers don't win benchmark charts. They win invoices — and this one lands thirteen times under the frontier rate.
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PlatformsLLM API Pricing in 2026: The Three-Tier Ladder Every Lab Runs
Frontier to budget spans three orders of magnitude. Picking the right rung matters more than picking the right vendor.
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PlatformsSelf-Hosting vs API Inference: Utilization Decides It
Free weights are not free inference. The cost case lives on a utilization curve, and residency is a better reason anyway.