We Tested 30 LLM APIs with 150 Real Calls — 42.7% Failed (And Why That's Good News)

A test of 30 LLM APIs found a 42.7% failure rate across 150 calls, but actual infrastructure failures (rate limiting) were only 4%. This low infrastructure failure rate aligns with industry reports, validating current AI engineering efforts.