同题实测：Gemini 4 Argon 13 分钟 1.2 美元，DeepSeek V4.1-1017 50 分钟 0.
开发者 Jazii 用同一提示词、双方最高推理档跑对比：Argon 13 分钟花 1.20 美元，DeepSeek 50 分钟花 0.40 美元，质量接近到需要让粉丝投票选哪个更好；帖文由此讨论按任务而非按 token 计价的编排成本。
A developer named Jazii ran the same prompt through Gemini 4 Argon and DeepSeek V4.1-1017 today, highest reasoning on both, and posted the receipts. Argon finished in 13 minutes for $1.20. DeepSeek took 50 minutes and cost 40 cents. The output quality was close enough that Jazii had to ask followers which one actually looked better. That tradeoff, buy speed or buy cost, used to be a footnote. Now it's the entire pitch of Antigravity, the "command center" Google shipped Argon through. Antigravity isn't a chat window, it's built to launch, monitor and orchestrate several agents running in parallel across different projects at once, and it hands you artifacts, implementation plans, diffs, browser recordings, so you can audit what each agent actually did without reading raw logs. This is the same shape of problem data engineering solved a decade ago. Teams ran a pile of cron scripts until the number of scripts made cron itself the risk, then Airflow and its peers showed up to manage dependencies, retries and visibility across jobs nobody could track by hand anymore. Coding agents are hitting that same wall now that running five or six of them in parallel is normal rather than a stunt. The part nobody's pricing in yet is that orchestration overhead is its own cost line. Antigravity's artifacts take compute to generate. A 13 minute Argon run and a 50 minute DeepSeek run aren't just different speeds, they're different amounts of infrastructure sitting idle or busy while you wait, and most teams are still budgeting per-token instead of per-orchestrated-task. If you're choosing a model for a single prompt, compare price per token. If you're choosing a platform to run a dozen agents a day, compare price per finished task including the orchestration tax, because that number is going to matter a lot more than this week's benchmark chart. https://x.com/notjazii/status/2111414086349336841
这条是引用着另一条写的：「Gemini 4 Argon 与 DeepSeek v4.1 同题实测对比」