ClawWatcher实时监控 OpenClaw，细分 token 消耗、操作和每任务成本，帮助您发现浪费并优化提示。

4.8 (6)

审阅者 Daniel Nikulshyn·更新 2026年5月

Monitoring Analytics Cost Optimization LLM Ops Prompt Engineering Real-Time Observability

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概览

ClawWatcher — 实时监控 OpenClaw，细分 token 消耗、操作和每任务成本，帮助您发现浪费并优化提示。

价格

模型: Freemium
分类: Agent Observability Tools
评分: 4.8 / 5 (6)

使用场景

实时追踪 Token 消耗

实时监控 OpenClaw token 消耗，及时发现高成本调用，防止预算超支。

分析每任务成本

按单个任务或操作细分支出，了解哪些工作流最昂贵，优化工作应集中在哪里。

优化提示以提高效率

利用操作和支出数据完善提示，减少不必要的 tokens，提高 LLM 操作的成本效益。

发现并消除浪费

在 OpenClaw 使用中发现低效调用和冗余操作，减少浪费，提高整体系统性能。

评测

4.8

6 个评分的平均值。

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Robert Ainsworth

Apr 27, 2026

Solid for our team

We rolled this out across the team last quarter and it saves real time. The onboarding fits neatly into how we already work, and the core workflow removed a step we used to do by hand. Pricing gets steep at scale, which is the main caveat, but it has held up under daily use.

Tomáš Novák

Apr 22, 2026

Does the job

Pretty happy overall. The dashboard just works and support is responsive. but no dealbreakers — I'd recommend it to a friend without hesitating.

Hannah Goldberg

Dec 9, 2025

Skeptical, then convinced

I went in skeptical — most tools in this space overpromise. It actually delivers on the integrations, and the value for money is strong caught me off guard. The docs could be deeper is why this isn't a perfect score, still, I'd recommend giving it a real trial.

Frank Müller

Oct 19, 2025

Skeptical, then convinced

I went in skeptical — most tools in this space overpromise. It actually delivers on the integrations, and support is responsive caught me off guard. still, I'd recommend giving it a real trial.

Diego Fernández

Aug 5, 2025

Years in this space

I've evaluated a lot of these over the years. What stands out here is the dashboard — handled better than most — and it saves real time. Worth the time if this is your use case.

Omar Haddad

Jul 24, 2025

Skeptical, then convinced

I went in skeptical — most tools in this space overpromise. It actually delivers on the core workflow, and it saves real time caught me off guard. A few rough edges remain is why this isn't a perfect score, still, I'd recommend giving it a real trial.

问答

How can ClawWatcher help reduce my AI costs?

By surfacing cost per task and token usage in real time, ClawWatcher helps you spot wasteful patterns and inefficient prompts, so you can refine them to lower spend without sacrificing output quality.

Who is ClawWatcher best suited for?

It's aimed at teams and developers running OpenClaw who want visibility into agent behavior and spend. If you're optimizing prompts or trying to control token costs at scale, it's designed for that use case.

What does ClawWatcher actually track in OpenClaw workflows?

ClawWatcher provides real-time monitoring of OpenClaw, breaking down token spend, actions taken, and cost per task. This lets you see where resources are being consumed across your agent runs.