Best model debugging tools in 2025

InterpretML

InterpretML

Visualize and analyze machine learning model behavior and predictions.

Free
open
🏷️ Analysis • 📊 Performance
LMQL

LMQL

A programming language for effective interaction with language models.

Free
open
🎨 Art • 💡 Ideas
Prisma Assistant

Prisma Assistant

Conversational interface for intuitive database management and coding.

No pricing info
open
🖥️ Development environments • 🔄 Workflow automation
Amplitude

Amplitude

Insightful analytics for understanding user interactions across platforms.

No pricing info
open
📊 Understanding customer behavior • 🤖 User engagement metrics
Keywords AI

Keywords AI

Streamlined performance monitoring for AI applications.

Free + from $7.00/m
open
🤖 AI workflow management • 📈 User interaction analysis
Roundtable

Roundtable

Real-time behavioral identity verification for online security.

No pricing info
open
🔍 Identity verification • 🔍 Behavioral analysis

Related Categories

🔍 A/b testing on prompts 🤖 AI evaluation processes ⚙️ AI feature optimization 🔄 AI feature performance 💻 AI outputs 💻 AI performance management 🛠️ Debug AI models ⚙️ Environment optimization 🔧 Feature debugging 📈 Feature performance analysis 🔧 Model insights metrics 📈 Performance metrics collection 🔍 Prediction analysis 📉 User session visualization 📊 What-if analysis