#llm-costs

2 articles tagged

AI support chatbot cost comparison between outcome pricing and raw model tokens in 2026

artificial-intelligence · Aug 16, 2026 · 13 min read

Chatbot Development Company: 2026 Costs to Ship a Production Support Bot in India

Outcome pricing at $0.99 a resolution costs 64 times the underlying model tokens. The published 2026 numbers, the resolution-rate denominator games, the Indic tokenisation tax, and the DPDP clause that should change

Manu Shukla

#chatbot #AI agents #customer support

Three differently sized processor towers fed by a glowing router splitting one stream of work into separate lanes

AI Strategy · Jul 16, 2026 · 14 min read

Model routing over model loyalty: splitting workloads across GPT-5.6, Sonnet 5 and Grok 4.5 in 2026

Three frontier models shipped within ten days of each other in mid-2026, at list prices that differ by 5x. The published price is not what you pay. Here is how to route workloads on evidence instead of vendor loyalty.

Manu Shukla

#llm-costs #model routing #FinOps