The Distillery vs Compresr

Compresr compresses your context on their servers. The Distillery compresses it on yours.

What sets The Distillery apart

• No meta-cost — Compresr uses an LLM to compress before querying Claude, so you pay twice. The Distillery’s deduplication is deterministic, not LLM-based.
• Fully local — prompts, tool outputs, and conversation history never pass through Compresr’s cloud servers.
• Predictable savings — deterministic deduplication produces reproducible results. Compresr’s claims range from 20× to 200× across different pages.

How the two approaches compare

The Distillery advantage

The Distillery has no meta-cost: deduplication is deterministic and requires no secondary LLM call. Compresr uses an LLM to compress — you pay a compression fee before Anthropic ever sees the request, and net savings depend on whether the compression ratio outweighs that cost.

When Compresr is the better choice

If you need background history summarization and aggressive tool output compression (up to 20×) and are comfortable routing context through Compresr’s cloud infrastructure, Context Gateway may suit complex agent workflows. The Distillery is designed for Claude Code developers who want local, deterministic cost reduction without cloud dependency or meta-costs.

Still evaluating? Browse alternatives to Compresr for the full landscape.