Software Alternatives & Reviews

TensorFlow Lite VS Metaplane

Compare TensorFlow Lite VS Metaplane and see what are their differences

TensorFlow Lite logo TensorFlow Lite

Low-latency inference of on-device ML models

Metaplane logo Metaplane

Metaplane is the Datadog for Data — a data observability tool that continuously monitors your data stack, alerts you when something goes wrong, and provides relevant metadata to help you debug.
  • TensorFlow Lite Landing page
    Landing page //
    2022-08-06
  • Metaplane Landing page
    Landing page //
    2023-07-31

Data Observability for Modern Data Teams

Data teams are often the last to know about data quality issues, finding out only when downstream data consumers complain about broken dashboards. Metaplane solves this problem by continuously monitoring the entire data stack, alerting teams when something goes wrong, and providing context about what caused the issue.

How Metaplane Works

Metaplane is the only data observability tool that is free to try and can be setup in under 10 minutes. After connecting your warehouse, our test engine automatically adds thousands of tests for row counts, freshness, and statistical properties, all without writing a single line of code.

Using your query history, transformation tool and BI tools, Metaplane can construct lineage across your entire data stack. When an issue is spotted, Metaplane will send you an alert to Slack or email and provide context about what may have caused the issue as well as what could be impacted.

TensorFlow Lite

Pricing URL
-
$ Details
-
Platforms
-

Metaplane

$ Details
freemium
Platforms
Snowflake BigQuery Redshift MySQL PostgreSQL Mode Tableau Looker Sigma Dbt

TensorFlow Lite videos

Inside TensorFlow: TensorFlow Lite

More videos:

  • Review - TensorFlow Lite for Microcontrollers (TF Dev Summit '20)

Metaplane videos

MetaPlane Play to Earn NFT Game | ZPlane is now MetaPlane w/ new partners | Soral Trading

More videos:

  • Demo - Data observability for everyone: A Metaplane Demo (Kevin Hu)
  • Review - MetaPlane: Click-to-Earn Play-to-earn Game Overview

Category Popularity

0-100% (relative to TensorFlow Lite and Metaplane)
AI
87 87%
13% 13
Analytics
0 0%
100% 100
Developer Tools
61 61%
39% 39
APIs
100 100%
0% 0

User comments

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Social recommendations and mentions

Based on our record, Metaplane seems to be more popular. It has been mentiond 1 time 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.

TensorFlow Lite mentions (0)

We have not tracked any mentions of TensorFlow Lite yet. Tracking of TensorFlow Lite recommendations started around Mar 2021.

Metaplane mentions (1)

  • Thoughts around decube.io (data observability and catalog platform)
    After evaluating few solutions in the market: We were in the market to hunt for a solution which will cost under 10k (yearly) considering the cost of opensource will be similar considering DE resource and maintenance cost etc 1. MonteCarlo - Super duper expensive - Unable to hosting in Google Cloud 2. BigEye - Good features 3. Metaplane - Overall good package but when compared to catalog and other features it... Source: about 1 year ago

What are some alternatives?

When comparing TensorFlow Lite and Metaplane, you can also consider the following products

Apple Core ML - Integrate a broad variety of ML model types into your app

Iteratively - Collaborate with your entire team to ship high-quality analytics faster and be confident in the results.

Roboflow Universe - You no longer need to collect and label images or train a ML model to add computer vision to your project.

Truth{set} - Measuring the quality of consumer data

Clever Grid - Easy to use and fairly priced GPUs for Machine Learning

Telmai - Monitor your customer data quality in real-time