UmaAI: Next-Level Horse Race Prediction with LLM Upgrades!

product #llm 🏛️ Official|Analyzed: Mar 28, 2026 12:30•

Published: Mar 28, 2026 12:20

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1 min read

Analysis

The developer of UmaAI, a horse race prediction service, has significantly boosted its accuracy! By upgrading the Large Language Model (LLM) and enhancing data acquisition, the service is set to provide even more precise predictions, with a remarkable 96% in-the-money coverage rate.

Key Takeaways

•UmaAI upgraded from gpt-5.1 to gpt-5.4 for improved inference.
•Enhancements include scraping for crucial data like the last 3 furlongs times.
•Web search queries were optimized, switching to a horse name-based approach for general races.

Reference / Citation

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"The internal improvements were focused on three areas: model upgrade (gpt-5.1 → gpt-5.4), acquisition of the last 3 furlongs and passing order (scraping extension), and improvement of web search queries."

Qiita OpenAIMar 28, 2026 12:20

* Cited for critical analysis under Article 32.

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