Reason 发布低成本智能体 harness，宣称成本降至前沿基线的 1/20
做智能体编程的可以看看这个叫 Reason 的 harness，主打省钱：官方说在 Terminal-Bench 和 DeepSWE 上跑赢同类，单任务成本能压到前沿基线的一小部分。如果你正被 agent 的 API 账单烧得心疼，可以申请早期免费额度试试。
Reason Machines（reasonmachines.com）发布了一个面向智能体编程的 harness，宣称在前沿编码性能下将成本降至最高 1/20。
团队称 Reason 在 Terminal-Bench 和 DeepSWE 两个基准上超过主流 harness，同时把单任务成本降到前沿基线的一小部分。产品定位是控制智能体账单失控问题，目前已开放早期申请并赠送计算额度。
发布背景是同一周里 Grok Bot 和 Claude Meetings 相继上线，行业对 AI 队友的检验标准正在变成能否在无人批准的情况下独立关闭一张工单。
Grok Bot and Claude Meetings launched this week… Reason launched to merge these. The test for every AI teammate now is whether it can close a ticket without a human pressing approve Adi Singh @xadisingh Frontier coding performance at up to 20x lower cost. Introducing the world’s most cost-efficient harness: Reason Stop burning thousands on runaway agent bills. Reason outperforms top harnesses on Terminal-Bench and DeepSWE while dropping cost per task to a fraction of the frontier baseline. Comment “Reason” and we’ll send you early access + free compute credits. Try for free: reasonmachines.com
This report is categorized under AITOP's "Products" desk, focusing on US frontier AI labs and Silicon Valley technology leaders. Within our cross-regional analytical framework, it directly maps to AI developer toolchains, coding agents, and engineering workflows and US-China foundation model benchmarks and commercialization comparison. Key entities and technical topics under continuous tracking include Reason, Terminal-Bench, DeepSWE, coding assistants.
Source attribution: curated from AI Breakfast (@AiBreakfast).
