llm-tournament is a Python library that automates head-to-head matchups among different LLMs, applies custom scoring functions, and produces comparative reports. It simplifies benchmarking at scale.
AI Platforms & Frameworks
Software Testing
#LLM benchmarking
#Language Model Evaluation
#automated model testing
#AI model comparison
#scalable evaluation framework
#Customizable Prompts
#batch processing LLMs
#machine learning tournaments
#data-driven AI selection
#plugin architecture
#automated scoring systems
#leaderboard generation
#visualization of results
#LLM performance metrics
#reproducible evaluations
#cloud-based model testing
#local execution for AI
#tournament workflow
#efficiency in AI benchmarking
#extensible model evaluation
...
Promote this Tool
Update this Tool
llm-tournament
llm-tournament is a Python library that automates head-to-head matchups among different LLMs, applies custom scoring functions, and produces comparative reports. It simplifies benchmarking at scale.
AI Platforms & Frameworks
Software Testing
#LLM benchmarking
#Language Model Evaluation
#automated model testing
#AI model comparison
#scalable evaluation framework
#Customizable Prompts
#batch processing LLMs
#machine learning tournaments
#data-driven AI selection
#plugin architecture
#automated scoring systems
#leaderboard generation
#visualization of results
#LLM performance metrics
#reproducible evaluations
#cloud-based model testing
#local execution for AI
#tournament workflow
#efficiency in AI benchmarking
#extensible model evaluation
...
Featured
What is llm-tournament?
llm-tournament provides a modular, extensible approach for benchmarking large language models. Users define participants (LLMs), configure tournament brackets, specify prompts and scoring logic, and run automated rounds. Results are aggregated into leaderboards and visualizations, enabling data-driven decisions on LLM selection and fine-tuning efforts. The framework supports custom task definitions, evaluation metrics, and batch execution across cloud or local environments.
Who will use llm-tournament?
- AI researchers
- Machine learning engineers
- Data scientists
- NLP developers
- Technology evaluators
How to use the llm-tournament?
- Step1: Install via pip (pip install llm-tournament)
- Step2: Create a configuration file listing LLM endpoints and credentials
- Step3: Define tournament structure with rounds and matchups
- Step4: Implement scoring functions for your evaluation criteria
- Step5: Run llm-tournament to execute all matchups
- Step6: Review generated leaderboards and reports for analysis
Platform
- mac
- windows
- linux
llm-tournament's Core Features & Benefits
The Core Features
- Automated LLM matchups and bracket management
- Customizable prompt pipelines
- Pluggable scoring and evaluation functions
- Leaderboard and ranking generation
- Extensible plugin architecture
- Batch execution across cloud or local
The Benefits
- Streamlined LLM benchmarking
- Reproducible evaluation workflows
- Scalable tournament orchestration
- Data-driven model selection
- Time-saving automation
llm-tournament's Main Use Cases & Applications
- Comparing OpenAI GPT-4 vs GPT-3.5 performance on Q&A tasks
- Academic research on LLM capabilities under controlled conditions
- Enterprise evaluation of vendor LLM offerings
- A/B testing prompt variations across models
- Benchmarking fine-tuned models against baselines
FAQs of llm-tournament
llm-tournament Company Information
- Dicklesworthstone
llm-tournament Reviews
5/5
llm-tournament's Main Competitors and alternatives?
- OpenAI Evals
- LangSmith
- EleutherAI evals
- Eval (by maehrel)
- AI Benchmark frameworks
You may also like:
1.5M
14.58% AI design agent automates workflow creating images, videos, 3D models up to 10x faster.
1.2K
54.15% AI-driven chatbot for top OnlyFans creators.
325.8K
27.42% Aixbt is a tokenized AI Agent optimizing revenue across applications.
937
theGist AI Workspace unifies work apps with AI for improved productivity.
44.0K
11.03% Generate brand visuals and copy using AI to boost e-commerce sales.
1.4K
55.44% GPTConsole is an AI agent designed for streamlined conversation and task automation.
--
GenSphere is an AI agent that automates data analysis and provides insights for informed decision-making.
6.8K
63.82% Nullify automates the entire AppSec program for security teams using AI-driven solutions.
77.6K
18.77% Flowith is a canvas-based agentic workspace which offers free 🍌Nano Banana Pro and other effective models...
30.8K
21.51% Langbase is an AI agent that generates and analyzes natural language content efficiently.
719
36.79% AiTerm: AI Terminal Assistant converting natural language to commands.
--
Generate intriguing facts effortlessly with our AI-powered tool.
1.2K
100.00% Revolutionary AI that sees, hears, and communicates in real time.
17.9K
41.82% Automate your job applications and find the perfect job with AI technology.
413
100.00% Intellika AI enables seamless automation of data analysis and reporting for businesses.
--
ScholarRoll helps students find and apply for scholarships easily.
37.2K
68.25% OneReach AI simplifies interactions by automating customer engagement through intelligent messaging.
594
100.00% Phoenix AI Assistant helps streamline tasks using intelligent automation and personalized support.
8.6K
37.99% Refly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
627
80.64% Flowtest AI is an intelligent agent for automating software testing and optimizing workflows.
1.4K
100.00% Pandorabots offers AI-powered chatbots for interactive conversations and customer support.
6.0K
76.13% Hercules AI Agent automates software testing and enhances quality assurance processes.
350.2K
38.11% Testsigma is an AI-driven testing platform that automates test case creation and execution.
--
An AI agent that automatically generates and executes software test cases using large language models to detect code bugs.
--
Thufir is an open-source Python framework for building autonomous AI agents with planning, long-term memory, and tool integration.
--
An AI-driven data driver extension for Robot Framework leveraging LLMs to auto-generate test data and scenarios.
7.9K
100.00% Flowsend AI simplifies workflow automation with intelligent email and document management.
36.5K
13.59% SWE-agent autonomously leverages language models to detect, diagnose, and fix issues in GitHub repositories.
381.3K
19.05% Clone, Design, and Create Expressive AI Voices in Seconds, with Perfect Sound Effects and Music.
125.7K
25.19% Agent-Squad coordinates multiple specialized AI agents to decompose tasks, orchestrate workflows, and integrate tools for complex problem solving.
--
AI-powered browser extension that generates automated UI testing scripts, selectors, and code snippets via natural language.
--
AUITestAgent uses AI to automatically generate and execute Appium UI test scripts from app screenshots and user prompts.
--
An AI agent automating test-driven development: it generates tests, implementation code, and runs iterations with GPT models.
--
Benchmark suite measuring throughput, latency, and scalability for Java-based LightJason multi-agent framework across diverse test scenarios.
650.7K
14.66% Jules is an AI agent designed for assisting in various tasks with efficiency.
--
ToolFuzz automatically generates fuzz tests to evaluate and debug tool-using capabilities and reliability of AI agents.
--
Vision Agent uses computer vision and LLMs to automate UI interactions and generate visual automation scripts.
--
Create personalized voice messages from Santa Claus for your loved ones.