OverviewThe context and the agent, as one loop.Context & EvalsKeep models, metrics, and skills accurate.Sandboxed Cloud AgentOne multiplayer agent, in any chat.ManagedOur engineers run your Context Factory.OnboardingYour Context Factory, live in a week.

By use case

Team Context CurationEvery chat improves your context.Sandboxed Agent HarnessOne multiplayer agent for everyone.Model & Vendor BakeoffJudge models and save on token cost.

By team

For Data LeadsBe the orchestrator, not the bottleneck.For Sales, Product & ExecsConfident actions, from any chat.For Data ConsultantsBuild AI projects and recurring context services.

Benchmarks#1 Spider 2.0-DBT · 96.9% ADE-Bench.Case archive39 tasks Claude Code missed, side by side.How we beat JetBrains to #1Spider 2.0-DBT, the hardest data benchmark.ADE-Bench report: 96.9%The highest score ever, task by task.

BlogNotes, reports, and product updates.AboutThe team and why we are building this.PartnersConsultancy and technology partners.

Community

GitHubInspect the open-source work.SlackAsk questions, meet other builders.XFollow product and benchmark updates.LinkedInFollow SignalPilot on LinkedIn.

Sign in Get a demo

SignalPilot/Benchmarks/mrr001

←maturity00124 / 48mrr002→

mrr001

Pass

elapsed 13m 35s

turns 232

model claude-opus-5

Prompt: Complete the project on this database to calculate the monthly recurring revenue.

← Back to all tasks

The self-improving Context Factory for your business data.

Get a demo tarik@signalpilot.ai

Product

Overview Context & Evals Sandboxed Cloud Agent Managed Onboarding Pricing Calculator

Solutions

Team Context Curation Sandboxed Agent Harness Model & Vendor Bakeoff For Data Leads For Sales, Product & Execs For Data Consultants

Research

Benchmarks Case archive How we beat JetBrains to #1 ADE-Bench report: 96.9%Build vs. buy

Company

About Blog Partners Support

Resources

Quickstart GitHub Slack X LinkedIn

© 2026 SIGNALPILOT · OPEN SOURCE · APACHE 2.0