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ProxyStats VS mlsql

Compare ProxyStats VS mlsql and see what are their differences

ProxyStats

Independent residential proxy benchmarks, updated every 24 hours.

Rating
0 reviews
Pricing
Freemium Free trial
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Alternatives Is it good?
mlsql

Infer SQL queries from plain-text questions and table headers.

Rating
0 reviews
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Alternatives Is it good?
Thordata
Enterprise rotating residential proxies starting at $0.65/GB, covering 190+ countries. Use promo code thor020 for extra discounts, ideal for web scraping and cross-border multi-account management. sponsored
Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

Which is more popular?

Based on our record, mlsql seems to be more popular. It has been mentioned 2 times since March 2021.

social mentions
0 vs 2
Proxy popularity
100% vs 0%
alternatives listed
40 vs 1

Base details

Website, pricing, platforms and company facts side by side.

ProxyStats
mlsql
Website proxystats.io github.com
Pricing
Freemium Free trial
—
Listed in
Residential Proxies Proxy Network Monitoring Web Scraping Benchmarking +2
Education LMS Online Learning Web App +1

About ProxyStats and mlsql

In their own words, as submitted to SaaSHub.

ProxyStats
mlsql

ProxyStats is an independent benchmark for residential proxy providers. It probes each network every 15 minutes from EU and US vantage points and scores real-world performance: median latency, request success rate, sticky-session survival, unexpected rotation and geo-accuracy. Scores recompute...

Read more about ProxyStats

No description of mlsql yet.

Features and specs

What each product offers, as listed by its team.

ProxyStats 5 features
mlsql 0 features
  • Real-time proxy monitoring
    ProxyStats provides real-time monitoring and analytics for proxy performance, allowing users to track uptime, response times, and success rates as they happen.
  • Multi-provider comparison
    The platform enables users to compare multiple proxy providers side by side, helping them make informed decisions about which provider best suits their needs.
  • Performance transparency
    ProxyStats offers transparent, data-driven insights into proxy provider performance, reducing reliance on marketing claims and enabling evidence-based purchasing decisions.
  • Easy-to-understand dashboards
    The platform presents proxy performance data through intuitive visual dashboards and charts, making it accessible even for users who are not deeply technical.
  • Independent benchmarking
    As a third-party service, ProxyStats provides independent and unbiased benchmarking of proxy providers, which can be more trustworthy than self-reported provider metrics.

Possible disadvantages

  • Limited provider coverage
    ProxyStats may not cover all proxy providers on the market, meaning some niche or newer providers might not be included in their comparisons and analytics.
  • Limited public awareness
    ProxyStats is a relatively niche tool that is not widely known outside of the proxy-using community, which means there are fewer community reviews and third-party assessments of its reliability.
  • Testing methodology transparency
    Users may not have full visibility into the exact testing methodologies and parameters used, which could raise questions about how representative the benchmarks truly are.
  • Geographic testing limitations
    Performance benchmarks may not reflect results from all geographic locations, meaning users in certain regions might experience different proxy performance than what is reported.
  • Free tier limitations
    The platform may restrict access to detailed analytics or historical data behind paid plans, limiting the usefulness of the tool for casual users or those unwilling to pay for premium features.

No features have been listed yet.

Analysis

An editorial look at what each product does well and who it suits.

ProxyStats
mlsql

Overall verdict

  • ProxyStats appears to be a solid choice for those needing proxy analytics and monitoring, offering useful insights into proxy performance and reliability, though prospective users should verify current features and pricing directly.

Why this product is good

  • Provides detailed analytics and monitoring for proxy performance
  • Helps track uptime, speed, and reliability of proxy connections
  • Offers a centralized dashboard for managing and evaluating proxies
  • Can assist in identifying underperforming or unreliable proxy sources
  • Useful for optimizing proxy usage and reducing wasted resources

Recommended for

  • Businesses running large-scale web scraping operations
  • Developers who rely on proxies for data collection
  • Digital marketers managing multiple proxy connections
  • IT teams needing to monitor proxy uptime and performance
  • Users seeking to optimize and troubleshoot their proxy infrastructure

Overall verdict

  • MLSQL is a solid open-source unified platform that blends SQL with machine learning, making data engineering and ML workflows accessible through a single, declarative language. It's a good choice for teams looking to streamline big data and ML pipelines without switching between multiple tools.

Why this product is good

  • It unifies data processing and machine learning under a single SQL-like syntax, lowering the learning curve for data teams.
  • Built on top of Apache Spark, it leverages a proven distributed computing engine for handling large-scale data.
  • Open-source and actively developed, allowing customization and community-driven improvements.
  • Supports the full ML lifecycle including data preprocessing, training, and deployment within one workflow.
  • Reduces the need to context-switch between separate ETL, analytics, and ML tools.

Recommended for

  • Data engineers and data scientists who prefer SQL-centric workflows
  • Teams working with big data on Apache Spark
  • Organizations wanting to unify ETL and machine learning pipelines
  • Companies seeking an open-source alternative to fragmented ML tooling
  • Analysts looking to build ML models without deep programming expertise

Category popularity

How often each product is chosen within a category, 0–100% relative to the other.

Score bands 0–20 21–40 41–50 51–60 61–100
ProxyStats
mlsql
100% 100%
Proxy
0% 0%
0% 0%
Web App
100% 100%
100% 100%
Web Scraping
0% 0%
0% 0%
Online Learning
100% 100%

Questions & Answers

As answered by people managing ProxyStats and mlsql.

What makes your product unique?

ProxyStats's answer

ProxyStats measures residential proxy providers instead of repeating their marketing. Automated probes run every 15 minutes from EU and US vantage points and score latency, success rate, sticky-session survival and geo-accuracy. No provider can pay for placement, so the leaderboard reflects performance, not ad budgets.

Why should a person choose your product over its competitors?

ProxyStats's answer

ProxyStats isn't a proxy vendor, so it has no incentive to favor any network. Where provider websites and affiliate "top 10" lists publish claims, ProxyStats publishes measurements you can check: the same probes, the same schedule, applied to every provider. You get an independent second opinion before you spend on proxies.

How would you describe the primary audience of your product?

ProxyStats's answer

Developers and data teams who depend on residential proxies: web-scraping engineers, market-intelligence and price-monitoring teams, ad-verification and SEO tooling builders. Anyone comparing proxy networks on evidence before committing budget, plus the proxy providers themselves who want a neutral read on their own performance.

What's the story behind your product?

ProxyStats's answer

ProxyStats started from a simple frustration: every "best residential proxy" list reads like an ad, and provider dashboards only show numbers that flatter them. Picking a network meant trusting marketing. ProxyStats replaces that with continuous, independent measurement from multiple vantage points, published openly and updated daily, so the choice rests on data instead of claims.

Which are the primary technologies used for building your product?

ProxyStats's answer

A Next.js frontend and a Python/FastAPI backend, with PostgreSQL for time-series results and Redis for queuing. Distributed probe workers run from EU and US vantage points, containerized with Docker. Scores recompute on a daily schedule into the public leaderboard.

Who are some of the biggest customers of your product?

ProxyStats's answer

ProxyStats is a free, public benchmark. It serves developers and data teams choosing a proxy network, and the provider community that uses it as a neutral scorecard.

User comments

Share your experience with using ProxyStats and mlsql. For example, how are they different and which one is better?

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Social recommendations and mentions

Recommendations tracked on public social media and blogs since March 2021.

ProxyStats 0 mentions
mlsql 2 mentions

Tracking ProxyStats since Apr 2026.

  • Download the files from Docker Container and locally edit them
    I am working on a project that requires me to take user input (as English) and return SQL queries. We will eventually be working with multiple datasets, which is why the valuenet over at https://github.com/paulfitz/mlsql ended up being... Source: over 4 years ago
  • Clone and edit Docker Projects hosted on Github
    I found this great resource here: https://github.com/paulfitz/mlsql. Source: almost 5 years ago

Alternatives to ProxyStats and mlsql

When comparing ProxyStats and mlsql, you can also consider the following products.

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