Token & cache savings

Topic: Lower inference cost
All topics334

Inference

Keep your coding tools14Lower inference cost23Model library39Run models without infra work35Scale without limits17Switch models safely24

GPU compute

Keep GPU jobs running32Lower GPU cost34Pick the right GPU25Secure GPU capacity30

Both

Avoid vendor lock-in15Meet EU requirements46

2 articles in Token & cache savings

Articles

7 October 2026

Cutting Inference Spend by Routing Requests by Difficulty

Some requests may work well on a smaller model. Measure that share, include verification and escalation costs, and test quality before routing production traffic.

12 August 2026

Batch vs Real-Time Inference Pricing: When the Discount Wins

Major AI providers cut inference costs by 50 percent when teams route requests through asynchronous batch queues instead of real-time endpoints. Slashing spend requires isolating workloads that tolerate 24-hour turnaround times from those requiring interactive responses.

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