Testing

Latitude

AI engineering platform that monitors, analyzes, and optimizes LLM performance to reduce errors and improve reliability

latitude.so

Verified API available Works with n8n Free tier

Quick facts
What is it	AI engineering platform that monitors, analyzes, and optimizes LLM performance to reduce errors and improve reliability
Pricing	Freemium — from $299/mo
Free tier	Yes
Platform	Web Application
API	Yes
Works with	n8n
Best for	Monitoring production AI system performance, Identifying and fixing LLM failure patterns
Domain registered	2022

Data updated Aug. 1, 2026

What does Latitude do?

Latitude is an AI engineering platform designed specifically for teams building and scaling AI products. It provides comprehensive observability into how large language models behave in production environments, capturing real inputs, outputs, and context from live traffic. The platform helps engineering teams understand what their AI systems are actually doing versus what they expect them to do, making it easier to identify when AI behavior drifts or prompt changes break functionality unexpectedly.

The platform stands out through its 'reliability loop' methodology, which includes automated error analysis that groups failures into recurring issues, human feedback annotation systems to turn intent into actionable signals, and continuous evaluation systems that catch regressions before they reach users. It also features prompt optimization using GEPA (Agrawal et al., 2025) to automatically test prompt variations against real evaluations and reduce failures over time. The system supports multiple AI providers including OpenAI, Anthropic, Azure, Google AI Platform, and many others.

Latitude primarily benefits engineering teams and product teams who are scaling AI products and need to maintain reliability as their systems grow. It's particularly valuable for organizations experiencing the common challenges of AI deployment: unpredictable model behavior, deteriorating results over time, and difficulty diagnosing why performance declines. The platform helps teams move from hoping their AI systems work to systematically understanding and improving their reliability through data-driven insights and automated optimization.

Developer Tools LLM Testing

#ai development#ai reliability#error-analysis#llm observability#performance optimization#prompt engineering

Key features

What makes it stand out

Full observability with real-time input/output tracing

Automatic error analysis and failure mode detection

Human feedback annotation system for quality signals

Continuous evaluation system to catch regressions

Prompt optimization using GEPA algorithm

Who is Latitude for?

Who benefits most from this tool

Monitoring production AI system performance

Identifying and fixing LLM failure patterns

Optimizing prompt effectiveness and reducing errors

Pricing

Free tier available — start without a credit card

Team

$299.0/month

unlimited seats
200K/month traces
5K/minute requests
$10/100k extra traces
90 days log retention
5/month prompt optimizations
Prompt playground
Evaluations
Version control
Observability
Annotations
Experiments + simulator
Issue discovery
Automatic eval alignment
Dataset generator
Team support

Scale

$899.0/month

Everything in Team, plus:

unlimited seats
1 million/month traces
10K/minute requests
$10/100k extra traces
unlimited log retention
Unlimited prompt optimizations
Model distillation
Permissions
Priority support
Custom onboarding
SOC2 & ISO27001 reports

Enterprise

Custom

Everything in Scale, plus:

Deploy in your infrastructure
Volume discounts
Dedicated account manager

Trust & presence

Domain Domain registered 2022

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