Developer tools

Quotient Labs

Website
Founded 2025Origin source ↗Checked 2026-09-15

Overview

You should only be paying frontier model prices for top-shelf reasoning. But 88% of your token bill is just tool I/O.

Quotient Labs runs on top of Claude Code to reduce token spend, compress context, and optimize tool calls while preserving output quality. Same models, same workflow, no changes to how you work. Benchmarked 47% less cost on real, multi-step developer workflows, with no quality loss.

Company description As recorded 2026-11-08
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Founders & team

Previously Syntropy

Company history As recorded 2026-11-08

Saahil Sundaresan

Founder

Making coding agents cheaper @ Quotient Labs | Stanford CS & Linguistics | formerly at Apple, Amazon Feel free to reach out for anything! saahil@quotientlabs.com

LinkedIn X
Founder profile As recorded 2026-09-15

Andrew Kuik

Founder

Making coding agents cheaper @ Quotient Labs. Stanford CS; previously at AWS, Accenture Feel free to reach out for anything!

LinkedIn
Founder profile As recorded 2026-09-15
2team members reported
Source-reported As recorded 2026-09-15

Founded 2025 · Source

News & product activity

Sources & observations

Y Combinator

Profile depthenriched profile
Website observationwebsite reachable
Last website check2026-11-11
Location · source statedSan Francisco, CA, USA
Pricing evidenceNo pricing page confirmed
Maturity: Not assessed · 3 of 6 areas documented

Source-based assessment · automated evidence rules

The homepage contains prelaunch or closure language; availability needs review.

Maturity is an evidence-based assessment, not a success rating. It may understate the current stage where evidence is limited. Coverage records documented areas, not a complete or independently audited company history.

Stage definitions
independent websitesource corroborationreachable websitedescriptive evidenceclassified market and modelsourced peoplesourced founding yearrecent publishing observed
startup.observe Directory coverage · Sources & method