AIUsage vs Autocache

Both claim to cut your Claude bill. They solve different problems. Here's how to pick.

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DimensionAIUsageAutocache
PitchStop overpaying for Claude — 70-90% on same promptsCut Claude API costs up to 90% via automatic prompt caching
Savings claim70-90% (6 verified cases: 76-84%)up to 90%
Workload coverageAny Claude API workload — support, agents, code review, content, CRM codegenComplex agent workflows with large system prompts
SetupOne-line code change (swap API endpoint)Self-hosted proxy for n8n / Flowise / LangChain / LlamaIndex
Free auditYes — paste bill, see number, no signupTypically no
Mechanism disclosurePrivate — "try it, the number is testable"Automatically injects Anthropic prompt cache_control — publicly documented
ScopeBroad (workload-agnostic)caching-eligible agent platforms

When Autocache is the right choice

If your Claude usage is complex agent workflows with large system prompts and you're comfortable with self-hosted proxy for n8n / flowise / langchain / llamaindex, Autocache is purpose-built for that shape. 70 GitHub stars if that matters to you.

When AIUsage is the right choice

If your Claude spend spans multiple workload types (support automation, agent loops, code review, content drafting, daily coding) or you want to audit your bill before you commit to any cost-reduction tool, AIUsage gives you the number first. No CLI install, no platform dependency, no code rewrite.

Key difference

Autocache helps if your bill is dominated by repeated-system-prompt agent workflows. AIUsage works out-of-the-box on any Claude workload with no platform dependency.

Verified AIUsage savings cases

Across six audited workloads, AIUsage's measured delta was 76-84% on the same prompts, blind A/B tested:

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