Noveum.ai Blog

Read the latest news & articles from Noveum.ai (prev MagicAPI Inc).

#noveum#novaeval#mmlu#benchmark#evaluation#analysis#gpt-oss#gpt-5#gpt-4o-mini#o3#thinking-modes#runtime#accuracy

GPT-OSS vs GPT-5 vs GPT-4o-mini — MMLU Benchmark Comparison (Accuracy, Runtime, Thinking Modes)

MMLU benchmark comparison of GPT-OSS (thinking modes), GPT-5, O3, and GPT-4o-mini focusing on accuracy, runtime efficiency, and practical model selection.

Shivam Gupta

8/13/2025

#noveum#novaeval#mmlu#evaluations#reports#analysis

o1-mini vs gpt-4o-mini — What We Learned from 1,000 MMLU Samples

We compared Azure o1-mini vs gpt-4o-mini on 1,000 MMLU math samples using NovaEval. Here’s how we tested, what worked, what didn’t, and when the 15× cost premium makes sense.

Shashank Agarwal

8/12/2025

#noveum#ai#observability#tracing#sdks#llm

From Development to Production - Inside Noveum.ai's AI Observability Platform

Discover how Noveum.ai provides comprehensive tracing and observability for AI applications, from development debugging to production optimization.

Shashank Agarwal

3/3/2025

#noveum#ai#tracing#observability#llm#rag#agents

Noveum.ai - Comprehensive AI Tracing and Observability Platform

Discover how Noveum.ai provides comprehensive tracing and observability for LLM applications, RAG systems, and multi-agent workflows with our powerful Python and TypeScript SDKs.

Shashank Agarwal

3/2/2025