LLM-Leaderboard

Open Source

Evals on open LLMs Updated Feb 11, 2026

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Compared with 4 other Evals on open LLMs agents Open source Self-hostable Updated Feb 2026

💰 Open Source 🔄 Updated Feb 2026 🖥️ Self-hostable

💰 Pricing

Open Source

Pricing not publicly listed.

🎯 Use Cases

Comparing performance of open LLMs for research purposes Selecting the best model for a specific application Tracking model improvements over time Benchmarking custom-trained LLMs against existing models

⚖️ Pros & Cons

✅ Pros

Open-source and self-hostable for flexibility
Provides standardized comparisons of LLMs
Supports customization of evaluation metrics

❌ Cons

Limited to open LLMs (excludes proprietary models)
Requires technical expertise to self-host and customize
Evaluation criteria may not cover all use cases

Overview

LLM-Leaderboard is an open-source tool that evaluates and ranks open large language models (LLMs) based on performance metrics. It provides a comparative analysis of different models, helping users identify top-performing options. The tool is designed to be self-hostable, allowing customization of evaluation criteria.

Problem It Solves

It simplifies the process of comparing open LLMs by providing standardized evaluations and rankings.

Target Audience: Developers and teams working with evals on open llms automation.

Inputs

• User configuration
• API credentials (if required)
• Task parameters

Outputs

• Automated task results
• Status reports
• Generated content or actions

Example Workflow

1 User configures the agent with required parameters
2 Agent receives input data or trigger
3 Agent processes the request using its core logic
4 Agent interacts with external services if needed
5 Results are returned to the user

Sample System Prompt


              You are LLM-Leaderboard, an AI assistant. Help the user accomplish their task efficiently.

Tools & Technologies

LLM APIs Python

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See all Evals on open LLMs alternatives to LLM-Leaderboard →

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⚖️ Compare LLM-Leaderboard

FAQs

Is this agent open-source?: Yes
Can this agent be self-hosted?: Yes
What skill level is required?: Intermediate

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