Private AI budget tool
Model input, output, cache hits and failed-call overhead before comparing managed APIs with open-model GPU deployment.
Modeled monthly API bill
Annualized at the same workload: $822.15. This is a usage model, not a bill forecast.
Modeled cache-price difference: $7.09 per month. Confirm which tokens qualify for caching in the provider's live terms.
A rented GPU is not equivalent to a managed model API. If your workload can use an open-weight model, continue through the full model-fit and completed-cost decision sequence.
A managed route for Pods and serverless GPU deployment when an open-model workload needs configurable compute.
Include idle resources, storage, transfer, deployment work and failure recovery before comparing with an API bill.
A marketplace route for price-sensitive, portable workloads that can evaluate individual host offers.
Offer quality and interruption risk vary; the lowest listed rate may not produce the lowest completed-workload cost.
All calculations run in your browser. SmarterBuyLab does not receive prompts, token counts or pricing inputs. Presets were verified August 16, 2026; use Custom live price if the official rate changes.
Provider usage can include system instructions, tool definitions, conversation history, reasoning tokens and retries. Start with measured usage from a representative production request when available. This site does not perform or claim a hands-on model test.
The calculator applies the cache-hit rate only to the percentage you enter. Cache creation, storage, minimum prefix requirements and expiration rules can create separate charges, so place any known amount in “other monthly API or tool charges.”
A managed API bundles model serving and operations. GPU deployment can add environment setup, model downloads, storage, scaling, monitoring and recovery. Compare the same workload outcome and service requirement, then use the GPU cost calculator for the deployment scenario.
Presets use standard text-processing rates from the official OpenAI pricing documentation, Anthropic pricing documentation and Google Gemini pricing documentation, checked August 16, 2026. Regional, batch, flex, fast, long-context, tool and media rates may differ.
It multiplies monthly billable input, cached-input and output tokens by the selected per-million-token rates, then adds retries and other known monthly charges.
No. The calculator runs in your browser and never sends prompts, tokens or workload assumptions to an inference API.
They are an official-source snapshot verified August 16, 2026, not a live price feed. Check the linked official source or select Custom live price before making a purchase decision.
There is no universal break-even point. A fair comparison must include model fit, throughput, uptime, setup, retries, storage, transfer, monitoring and engineering time—not only a GPU hourly rate.
