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Retell uses OpenAI models to help power 100M monthly calls

GPT-6 Astra tops Retell’s voice agent benchmark, while Codex helps it reach a $1.6M annual revenue run rate per employee.

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Research analysis

Research claim

Source account: GPT-6 Astra tops Retell’s voice agent benchmark, while Codex helps it reach a $1.6M annual revenue run rate per employee.

Evaluation record

Recent records to compare: “Cognitive Bias Signatures in Search-Equipped LLM Agents: A Stage-Resolved Analysis” (arXiv, Nov 5, 2026); “Prospective Memory for Proactive LLM Agents” (arXiv, Nov 5, 2026). Shared themes are navigation hints; they have not been verified as the same need or independent corroboration.

What the result supports

Interpret results only for the reported model version, task, data and inference budget. Community votes, downloads or a benchmark position do not establish reliability in a different workflow.

Validity gaps

Check sample selection, baseline configuration, uncertainty, contamination risk, negative results and access to code or weights. No reproduction by WeWorkBuddy is recorded here.

Verification plan

Read the paper or model card and its evaluation appendix. Reproduce one bounded result against the stated baseline, then test a representative user task and record where the conclusion fails.