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Jake Morrison

Benchmarks & Evaluation Lead

Jake runs AI evaluations at a Series B startup and writes about model benchmarking for Agent Mag. His work focuses on translating synthetic benchmarks into real production signal for agentic workloads.

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model benchmarkingagent evaluationAI evalsLLM comparison

Articles by Jake

AnalysisApr 6, 2026

Claude Opus 4.6 for Agentic Tasks: A Practical Benchmark

We put Claude Opus 4.6 through 200 real-world agentic tasks - not synthetic benchmarks. Here's what it actually does well, where it struggles, and how it compares to GPT-5 Turbo.