Quotient Labs: Stop overpaying Claude for tokens you don't need
We cut your Claude Code costs by 47% in one line of install. Same models, same workflow, half the price.
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YC · launched Sep 14, 2026 · 10 upvotes (top 46%) · 0 views
Niche: llm optimization tools · 127 launches, 9 in the last 7 days ▲ +50% · Explore this niche →
Category and tags
- Horizontal
- Model & infra
- Developer
- AI feature
- Commercial product
- Developer Tools
- SaaS
- AI
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More like this: all 127 launches in llm optimization tools →
Could you build this?
No Cutting LLM agent context costs by 50% without quality degradation requires deep algorithmic research in semantic context pruning, cache-aware compression, and benchmark evaluations.
What it would actually take: The architecture requires an intermediary proxy intercepting the Claude CLI/API traffic, paired with specialized text-pruning and AST/semantic compression algorithms that align with Anthropic's prefix-caching boundaries. The hard part is dynamically deciding what context can be dropped without hallucination or regression on complex multi-turn SWE benchmarks like SWE-Atlas. This demands deep expertise in LLM context management, tokenization, prompt caching mechanics, and empirical agent benchmarking.
Competitors
Other products that read as similar to this one : 524 launches clear the similarity bar, closest 8 shown.
Attention rank: #233 of 525 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 312 days after the earliest competitor.
- I tried to reverse engineer Claude Code usage limits · hn · 2026-03-26 · 5 upvotes · similarity 0.56
- Code Cost Calculator · ph · 2026-11-11 · 1 upvotes · similarity 0.52
- claude-code-vscode.github.io · github · 2026-09-21 · 8 upvotes · similarity 0.52
- Edgee Claude Code Compressor V2 · ph · 2026-07-06 · 179 upvotes · similarity 0.52
- TokenTrack · ph · 2026-10-02 · 2 upvotes · similarity 0.51
- WOZCODE - Cut your Claude costs by 50% · yc · 2026-04-17 · 9 upvotes · similarity 0.51
- How well do you use Claude Code? · hn · 2026-07-24 · 21 upvotes · similarity 0.50
- WOZCODE · ph · 2026-05-06 · 194 upvotes · similarity 0.50
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