OpenAI

How to reduce OpenAI API costs effectively in production?

The question is about OpenAI .

Answer:
1. Cache frequent LLM responses in Redis with a short TTL - repeated queries with identical inputs do not require new API calls. 2. Use GPT-4o mini or Claude Haiku for classification, extraction, and simple generation; reserve GPT-4o for complex reasoning tasks. 3. Compress prompts by removing verbose instructions and summarising conversation history to reduce context window usage. 4. Use the OpenAI Batch API for non-real-time requests at a 50% cost discount. 5. Monitor token usage per endpoint with LangSmith or custom logging to identify high-cost features.

Find your perfect OpenAI tech match

Artem specializes in performance-focused web delivery with Next.js, tuning Core Web Vitals and shipping pages that remain fast under real traffic. With 3.5+ years of commercial work, he operates as a Fullstack Developer using... Read More

Level
Senior
Availability
20 - 30 h/w
Experience
3.5 yrs.
English
C1

Emily focuses on building secure Node.js server-side systems for payment and analytics-heavy products. A Middle NodeJS Backend Developer with about 3 years of commercial practice, she delivers typed code in TypeScript and kee... Read More

Level
Middle
Availability
40 h/w
Experience
3 yrs.
English
B2

Vugar is a Senior DevOps & Cloud Engineer with a Master's in IT from Southern New Hampshire University and 10+ years of experience. He holds AWS Solutions Architect Professional, Azure AZ-104, DevOps Expert, and Solutions Arc... Read More

Level
Senior
Availability
40 h/w
Experience
15 yrs.
English
C2
Victoriia S.

Victoriia is a skilled Flutter Developer with 4 years of experience in mobile application development. She specializes in frameworks such as Flutter, leveraging JavaScript, DART, and utilizes databases like MySQL and Firebase... Read More

Level
Senior
Availability
20 - 30 h/w
Experience
10 yrs.
English
C1
Cortance 5-star rating on ClutchCortance 5-star rating on GoodFirms
Anonymous
CEO

Cortance excels in the selection and provision of talent, providing verified, high-caliber technical professionals who integrate with the team seamlessly. By efficiently bypassing traditional hiring hurdles, Cortance has consistently supported our operational agility and technical innovation.

goodfirms
5.0/5.0
Anonymous
CPO

Cortance delivered a high-quality product. The client highly recommends them to anyone looking for top-notch software development services.

Clutch
5.0/5.0
Curved left line
We're Here to Help

Thinking about how to expand a tech team flexibly to adapt to different working paces?

Accelerate development, meet launch deadlines with flexible, much-needed capacity. Add new skills your team currently lacks.

Curved right line