Unverified50% confidenceDecision RuleExact time
The standard practice for handling 429s or 5xxs in production is exponential backoff: the first retry waits about 1 second, each subsequent wait grows by a power of 2, and a maximum retry count is set.
1
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50%
Confidence
Long-term
Relevance
10/16/2026
First Seen
Sources
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Related Claims
UnverifiedIn standard SDK implementations, when the API returns 429 or 5xx errors, retries are performed using an exponential backoff strategy with incrementally increasing intervals of 1, 2, 4, and 8 seconds, typically up to 3–5 retries.74% similarUnverifiedThe bounded retry strategy uses exponential backoff within a bounded number of attempts (such as 1 second, 2 seconds, 4 seconds, 8 seconds...), ensuring the request eventually returns a definite result rather than hanging indefinitely; the infinite wait mode sets no cap on the number of attempts, trading uncertainty for a higher eventual success rate.68% similarUnverifiedExponential backoff means the nth retry waits base × 2ⁿ plus random milliseconds, and suits rate limiting (429) and some transient network errors.68% similarUnverified对于高频迭代的LLM生产系统，每隔几个月出一份时间点报告的测试节奏是不够的68% similarUnverifiedRetry strategies should set a maximum number of retries and a total timeout budget, and handle retries idempotently to avoid duplicate side effects when non-idempotent requests are retried.67% similar
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