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Humanloop VS Datumo Eval

Compare Humanloop VS Datumo Eval and see what are their differences

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Humanloop logo Humanloop

Train state-of-the-art language AI in the browser

Datumo Eval logo Datumo Eval

Discover Datumo Eval, the cutting-edge LLM evaluation platform from Datumo, designed to optimize AI model accuracy, reliability, and performance through advanced evaluation methodologies.
  • Humanloop Landing page
    Landing page //
    2023-08-23
  • Datumo Eval
    Image date //
    2024-12-05

The only LLM-based synthetic dataset-building and evaluation platform. Automatically generate golden question sets using high-quality default or custom metrics. Evaluate and enhance your LLM models and LLM-powered services with Datumo Eval.

Humanloop

Website
humanloop.com
Pricing URL
Official Humanloop Pricing
$ Details
-
Platforms
-
Release Date
-
Edit details

Datumo Eval

Website
datumo.com
Pricing URL
-
$ Details
freemium
Platforms
SaaS
Release Date
2025 January
Edit details

Humanloop features and specs

  • Ease of Use
    Humanloop is designed to be user-friendly, making it easier for users with varying levels of technical expertise to create and manage machine learning models.
  • Interactivity
    The platform provides an interactive environment where users can iteratively improve their models by integrating human feedback, leading to better performance.
  • Time Savings
    By facilitating faster model iteration and immediate feedback, Humanloop helps save significant time in the machine learning development cycle.
  • Integration Capabilities
    Humanloop offers robust integration options with various tools and platforms, helping users streamline their workflows.
  • Improved Model Accuracy
    The platform allows for continuous model improvement through active learning and human-in-the-loop approaches, enhancing model accuracy over time.

Possible disadvantages of Humanloop

  • Cost
    Depending on the subscription or usage level, Humanloop may become expensive, particularly for small teams or individual developers.
  • Learning Curve
    Despite its user-friendly design, there can still be a learning curve for users new to machine learning or human-in-the-loop systems.
  • Dependence on Human Feedback
    The effectiveness of Humanloop relies heavily on the quality and consistency of human feedback, which can introduce variability and potential biases.
  • Data Privacy Concerns
    Handling and sharing data with a third-party platform may raise privacy and compliance concerns, particularly for sensitive information.
  • Limited Offline Functionality
    Humanloop's cloud-based nature means that its functionalities are limited or inaccessible without an internet connection.

Datumo Eval features and specs

  • Datumo Eval
    LLM Evaluation Platform

Humanloop videos

+ Add

Train and deploy NLP — Humanloop

More videos:

  • Review - The Great AI Implementation with Raza Habib of Humanloop

Datumo Eval videos

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Category Popularity

0-100% (relative to Humanloop and Datumo Eval)

Humanloop

Datumo Eval

AI
60 60%
AI
40% 40
Developer Tools
100 100%
Developer Tools
0% 0
LLM
0 0%
LLM
100% 100
Utilities
100 100%
Utilities
0% 0

User comments

Share your experience with using Humanloop and Datumo Eval. For example, how are they different and which one is better?
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Social recommendations and mentions

Based on our record, Humanloop seems to be more popular. It has been mentiond 5 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Humanloop mentions (5)

  • Ask HN: Who is hiring? (December 2024)
    Humanloop | London and San Francisco | Full time in person | https://humanloop.com Humanloop is building infrastructure for AI application development. We're the LLM Evals Platform for Enterprises. Duolingo, Gusto, and Vanta use Humanloop to evaluate, monitor, and improve their AI systems. ROLES:. - Source: Hacker News / 5 months ago
  • Show HN: PromptDoggy – Prompt Management for Product and Engineering Teams
    - https://humanloop.com/) for teaching me the philosophy of implementing a copilot textarea. I wish I could have used the project directly, but integrating just one React component into Rails while keeping importmap and StimulusJS was quite challenging. Given the limited time, I decided to move on with StimulusJS. This is our first time building an open-source project to share with the world, and we’re a bit... - Source: Hacker News / 8 months ago
  • How are generative AI companies monitoring their systems in production?
    - Conversational simulation is an emerging idea building on top of model-graded eval” - AI Startup Founder Things to consider when comparing options: “Types of metrics supported (only NLP metrics, model-graded evals, or both), level of customizability; supports component eval (i.e. Single prompts) or pipeline evals (i.e. Testing the entire pipeline, all the way from retrieval to post-processing)” “+method of... - Source: Hacker News / over 1 year ago
  • Ask HN: Who is hiring? (March 2023)
    Humanloop (YC S20) | London (or remote) | https://humanloop.com We're looking for exceptional engineers that can work at varying levels of the stack (frontend, backend, infra), who are customer obsessed and thoughtful about product (we think you have to be -- our customers are "living in the future" and we're building what's needed). Our stack is primarily Typescript, Python, GPT-3. Please apply at... - Source: Hacker News / about 2 years ago
  • Compiling a list of tools for building LLM apps
    https://humanloop.com/ Find the prompts users love and fine-tune custom models for higher performance at lower cost. - Source: Hacker News / over 2 years ago

Datumo Eval mentions (0)

We have not tracked any mentions of Datumo Eval yet. Tracking of Datumo Eval recommendations started around Dec 2024.

What are some alternatives?

When comparing Humanloop and Datumo Eval, you can also consider the following products

Hugging Face - The AI community building the future. The platform where the machine learning community collaborates on models, datasets, and applications.

Braintrust - Braintrust connects companies with top technical talent to complete strategic projects and drive innovation. Our AI Recruiter can 100x your recruiting power.

LangChain - Framework for building applications with LLMs through composability

Braintrust.dev - Rapidly ship AI without guesswork

Narrow AI - Automated Prompt Engineering and Optimization

LangSmith - Build and deploy LLM applications with confidence

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