OpenClaw Ecosystem Revenue Drops to $128K/month from 181 Startups — Down 68% from $400K Peak

OpenClaw ecosystem reaches ~$400K/month from 170+ startups on TrustMRR (up from $283K/129 startups in Feb 2026). Average $2,200/mo per startup, top performer at $50K. 80% of ecosystem companies are infrastructure/tools, only 3-5 are application-layer.

Product Idea from this Signal

A CLI tool that hooks into OpenClaw's LLM provider calls, tracks token spend per agent per task in real time, and kills runaway agents before they burn through budget limits

133.4k ▲

The OpenClaw ecosystem now has 184 startups generating $140K+ combined monthly revenue, but individual developers face unpredictable costs. The Claude Code billing controversy (4,681 virality score) showed that a single autonomous agent can burn $5-15 per task with no visibility until the bill arrives. Existing cost tools (LangSmith, Helicone, Portkey) focus on observability after the fact. This tool sits in the execution path and enforces budget caps in real time, killing agents that exceed per-task or per-day limits before the damage is done.

CLIOPEN-SOURCEFINOPSDEVTOOLCOST-CONTROL

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