Lenny's Newsletter · Claire Vo
podcastplaybookOpus 5.5 vs. GPT-6 Sol: which model won my blind taste test?
22 September 2026Product
Source excerpt
About Lenny's NewsletterWatch now (39 mins) | 🎙️ I ran blind evaluations across writing, frontend prototypes, long-running agentic tasks, SVGs, coding, and video editing, then put Opus 5.5 through Barbie Bench
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Apollo layer
What a founder can learn
Founder takeaway
Choose AI models through blind, task-specific evaluations that mirror your real workflows—not reputation or a single benchmark. Test multiple capability types, especially sustained agentic work where reliability may matter more than an impressive one-off output.
Why it matters
Model choice affects product quality, operating cost, and team productivity. A repeatable evaluation suite helps founders distinguish broadly impressive models from the one that performs best for their particular use cases.
Relevant guides
Put it to work
Select five recurring, high-value tasks in your business, define a scoring rubric for quality, reliability, speed, and cost, then compare model outputs without revealing which model produced each one.