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What is distil labs?

Distil Labs improves the efficiency of AI by replacing expensive calls to sophisticated models with custom small language models tailored for particular tasks, all while maintaining high-quality benchmarks. They analyze real production traffic and collect traces from current large language model requests to create a comprehensive evaluation set that reveals genuine workload characteristics. Subsequently, the company develops and validates synthetic training data, ensuring that its distribution aligns with the desired workload, and employs supervised fine-tuning in conjunction with reinforcement learning techniques. Once the model is quantized, an optimized endpoint is created to support its deployment. The results are rigorously compared to the existing model in terms of accuracy, latency, and overall efficiency, offering teams the information necessary to decide when to scale up traffic. Furthermore, the OpenAI-compatible endpoint incorporates a specialized small language model, prompt optimization, efficient caching, and enhanced serving tailored for specific applications, thereby guaranteeing optimal performance. By adopting this thorough methodology, organizations are empowered to fully leverage the capabilities of their AI solutions, ultimately driving greater innovation and effectiveness within their operations.

What is Overmind?

Overmind is an all-encompassing platform designed for both the training and deployment of AI agents, tailored specifically for teams active in this domain. It utilizes OpenTelemetry to process production traces, creating datasets from a variety of sources such as trace data, file uploads, and integrations with platforms like Langfuse, LangSmith, Braintrust, and Galileo. Teams can monitor agent context and performance in real-time, while also preparing and evaluating datasets and testing prompts and models against their customized examples, continuously improving agent behavior through evaluated adjustments. The platform supports both LoRA and full fine-tuning of open-weight models, providing benchmarking with custom evaluators and deployment options via an OpenAI-compatible endpoint; users can also download trained weights as needed. Additionally, users may choose to utilize the hosted console or implement the platform within their own infrastructure using Docker Compose. Specifically crafted for AI engineering and product teams managing agents in active environments, Overmind enables users to rigorously experiment, enhance, and tailor models with their unique data to achieve the best results. This versatility allows teams to modify their workflows to align with their individual requirements and preferences, fostering a more personalized approach to AI agent management. Ultimately, Overmind stands out as a vital tool for teams looking to maximize the potential of their AI initiatives.

Media

Media

Integrations Supported

GPT-5.4 nano
Gemini 2.0 Flash-Lite

Integrations Supported

Braintrust
Claude Code
Cursor
Galileo
LangSmith
Langfuse
Model Context Protocol (MCP)
OpenAI Codex

API Availability

Has API

API Availability

Has API

Pricing Information

$0.04 per 1M tokens
Free Version

Pricing Information

Free
Free plan: $0/month, with fair-use OTLP ingest, up to 10 optimization runs, 5 evaluation runs, 2 training jobs, and 2 deployment jobs per month, plus 5 projects and a $40 one-time credit. Pro: $120/month with higher limits, unlimited projects, optimization runs, evaluation runs, training jobs, and deployment jobs. Enterprise pricing is custom.
Free Version

Supported Platforms

SaaS

Supported Platforms

SaaS
On-Prem

Customer Service / Support

24 Hour Support
Web-Based Support

Customer Service / Support

Not specified

Training Options

Documentation Hub
Online Training

Training Options

Not specified

Company Facts

Organization Name

distil labs

Date Founded

2024

Company Location

Germany

Company Website

www.distillabs.ai/

Company Facts

Organization Name

Overmind

Date Founded

2025

Company Location

United Kingdom

Company Website

www.overmindlab.ai

Categories and Features

Small Language Models

Not specified

Categories and Features

AI Fine-Tuning

Not specified

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