H2O.ai
H2O.ai is an open-source machine learning platform that provides automated machine learning capabilities to help you build, deploy, and scale predictive models and generative AI applications efficiently.
Krisp
Krisp is an AI-powered noise cancellation software that removes background voices, noises, and echoes from your online meetings and calls to ensure professional and clear communication.
Quick Comparison
| Feature | H2O.ai | Krisp |
|---|---|---|
| Website | h2o.ai | krisp.ai |
| Pricing Model | Custom | Freemium |
| Starting Price | Custom Pricing | Free |
| FREE Trial | ✓ 14 days free trial | ✘ No free trial |
| Free Plan | ✓ Has free plan | ✓ Has free plan |
| Product Demo | ✓ Request demo here | ✓ Request demo here |
| Deployment | ||
| Integrations | ||
| Target Users | ||
| Target Industries | ||
| Customer Count | 0 | 0 |
| Founded Year | 2012 | 2017 |
| Headquarters | Mountain View, USA | Berkeley, USA |
Overview
H2O.ai
H2O.ai provides a comprehensive platform to simplify how you build and deploy machine learning models. You can use the open-source library to run distributed machine learning algorithms or choose the AI Cloud to manage the entire lifecycle from data preparation to production monitoring. It helps you solve complex problems like fraud detection, churn prediction, and demand forecasting without needing to write thousands of lines of code manually.
You can take advantage of automated machine learning (AutoML) to quickly find the best models for your datasets. The platform supports both traditional machine learning and the latest generative AI trends, allowing you to build custom large language models. Whether you are a data scientist looking for deep control or a business analyst needing quick insights, you can scale your AI initiatives across your entire organization.
Krisp
Krisp is an AI productivity layer that sits between your microphone/speaker and your communication apps to eliminate distracting background noise. You can use it to remove barking dogs, crying babies, or keyboard clicks from your calls in real-time. It works bi-directionally, meaning you can cancel noise coming from your own environment and also mute the noise coming from other participants on the call.
Beyond noise cancellation, you can automatically record and transcribe your meetings with AI-generated summaries and action items. It integrates with over 800 apps, including Zoom, Microsoft Teams, and Google Meet, without requiring any special hardware. Whether you are a remote freelancer or part of a large enterprise call center, you can maintain professional audio quality regardless of your physical surroundings.
Overview
H2O.ai Features
- Automated Machine Learning Automatically train and tune a large selection of candidate models within a user-specified time limit to find the best fit.
- Distributed In-Memory Processing Process massive datasets quickly by utilizing in-memory computing that scales across your entire cluster for faster model training.
- H2O Driverless AI Use a graphical interface to automate feature engineering, model selection, and hyperparameter tuning without writing complex code.
- Model Explainability Understand why your models make specific predictions with built-in tools for feature importance, SHAP values, and partial dependence plots.
- H2O LLM Studio Build and fine-tune your own large language models using a dedicated framework designed for generative AI development.
- Production-Ready Deployment Export your trained models as highly optimized MOJO or POJO objects for low-latency deployment in any Java environment.
Krisp Features
- AI Noise Cancellation. Remove background noises like sirens, fans, and barking dogs from both ends of your call with one click.
- Background Voice Cancellation. Eliminate other people's voices speaking near you so only your voice reaches the meeting participants.
- Acoustic Echo Removal. Cancel out echoes caused by empty rooms or sensitive microphones to ensure your voice sounds professional.
- AI Meeting Assistant. Get automatic transcriptions and concise meeting summaries with clear action items delivered straight to your inbox.
- Voice Clarity. Enhance your voice quality to sound more crisp and clear, even if you are using a low-quality microphone.
- Bot-free Recording. Record your meetings and capture audio without intrusive bots joining the call and distracting your participants.
Pricing Comparison
H2O.ai Pricing
Krisp Pricing
- 60 minutes/day of noise cancellation
- Unlimited noise removal from others
- 2 meeting transcriptions per day
- Basic AI meeting summaries
- Works with 800+ apps
- Everything in Free, plus:
- Unlimited noise cancellation
- Unlimited background voice removal
- Unlimited meeting transcriptions
- Advanced AI meeting notes
- Centralized management and billing
Pros & Cons
H2O.ai
Pros
- Powerful automated machine learning saves significant development time
- Excellent performance on large-scale datasets with distributed computing
- Strong model interpretability features for regulated industries
- Flexible deployment options with optimized model exports
- Active open-source community and extensive documentation
Cons
- Steep learning curve for users without statistical backgrounds
- Enterprise features require significant financial investment
- Documentation can be fragmented between different product versions
Krisp
Pros
- Effectively removes loud background noises instantly
- Works with almost any communication app
- Easy to set up and toggle on
- Significantly improves audio quality on cheap mics
- AI summaries save time on manual note-taking
Cons
- High CPU usage on older computers
- Free version has strict daily time limits
- Occasional robotic voice distortion during heavy filtering
- Requires stable internet for AI processing