Asana cuts model costs 76x in browser tests with GPT-6.1 Sol
Using GPT-6 Astra in Codex, Asana made its browser agent 76x cheaper and 5x faster in tests to offer customers more capable models.
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Research analysis
Research claim
Source account: Using GPT-6 Astra in Codex, Asana made its browser agent 76x cheaper and 5x faster in tests to offer customers more capable models.
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
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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.