# Ncompass

> Publicly sourced profile assembled by Optimly, in the Optimly AI Brand Index. Last refreshed 2026-10-04.

- **Business Profile:** https://optimly.ai/brand/ncompass
- **Dataset:** https://optimly.ai/brand/ncompass.json
- **Markdown:** https://optimly.ai/brand/ncompass/llms.txt
- **Official website:** https://ncompass.tech
- **Slug:** ncompass
- **Categories:** ai-machine-learning

## Overview

- **Tagline:** Unifies profiling, trace viewing, and trace analysis into one interface, offering AI agents that reason with profiling data to pinpoint and suggest fixes for GPU performance bottlenecks, significantly reducing the time to root-cause and fix issues compared to fragmented tools and general coding agents. It provides system-level stall diagnosis, kernel development, and trace sharing capabilities.
Source: Brand's website (https://ncompass.tech) · 2026-10-04

- **Description:** Ncompass provides AI agents and a performance optimization IDE designed to help engineers identify and resolve performance bottlenecks in GPU-accelerated code. It unifies profiling, trace analysis, and optimization suggestions, enabling faster movement from research to production and improving throughput for AI/ML models.
Source: Brand's website (https://ncompass.tech) · 2026-10-04

## Offerings

- **Core capabilities:**
  - AI agents for GPU performance optimization
  - Performance Optimization IDE
  - Trace analysis tools (Trace Viewer
  - Trace Diff
  - Kernel Analyzer
  - Bottleneck Finder)
  - CLI for trace sharing
  - VSCode & Cursor extension for trace analysis.
Source: Brand's website (https://ncompass.tech) · 2026-10-04

- **Pricing:** Not explicitly mentioned, likely B2B subscription/enterprise.
Source: Brand's website (https://ncompass.tech) · 2026-10-04

## Audience

- **Target industry:** Performance engineers, AI/ML developers, and organizations working with GPU-accelerated workloads and large language models (LLMs).
Source: Brand's website (https://ncompass.tech) · 2026-10-04

## Landscape

- **Competitors:**
  - Claude Code
  - Cursor
Source: Brand's website (https://ncompass.tech) · 2026-10-04

Page last updated 2026-10-17.