MACH11 inc.

What MACH11 inc. does

Mach11, Inc. is a San Francisco-based private company founded in 2022 that operates two AI-driven product lines: Mach11, a browser automation platform (browser.mach11.io) that uses AI to execute repetitive digital workflows across web applications such as LinkedIn and Zoho without coding; and BenchmarkPro (benchmark.mach11.io), an AI model benchmarking platform that supports standardized evaluation of 150+ models from OpenAI, Anthropic, Google AI, and others across latency, throughput, accuracy, code generation, and reasoning. Technical infrastructure includes a globally distributed edge network spanning 30+ regions, sub-50ms benchmark execution, parallel execution, and SOC2 Type II enterprise security. Underlying capabilities also extend to generative content (text, images, presentations, websites) and structured data analysis, exposed via web UI and Pro-tier API access.

The company operates a product-led growth model with a freemium entry point (1,000 benchmark runs/month free), a Pro subscription at $49/month (50,000 runs, all models, API access), and a custom Enterprise tier (unlimited runs, private deployment, dedicated support, SLA). Customer segments are horizontal, spanning individual professionals, AI development teams, and large enterprises. Distribution is self-serve globally via the web, supplemented by enterprise sales for the Enterprise tier. Mach11 completed a Series A funding round in 2024 (amount undisclosed) and reports 10M+ cumulative benchmark runs across enterprises worldwide by 2025, with 500 teams onboarded by 2023. Leadership includes founder Dhruv Motwani, CEO Alex Rivera (formerly ML Lead at Google), CTO Sarah Chen (formerly Principal Engineer at Meta), Head of Product Marcus Johnson (formerly at Stripe), and Head of Engineering Emily Watson (formerly Tech Lead at OpenAI).

Name

MACH11 inc.

Legal name

Mach11

Website

https://mach11.io

Company type

Private

Founded year

2022

Operating status

Operating

Short description

Mach11, Inc. is a San Francisco-based company that provides AI-powered browser automation tools and BenchmarkPro, a benchmarking platform evaluating 150+ AI models, serving individual professionals, AI developers, and enterprise customers via a freemium and subscription model.

Ownership category

akta.pro rank

Product category

AI Productivity and Benchmarking Software

NAICS

Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182)

SIC

Services-Prepackaged Software (7372)

akta.pro primary industry

Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent) (HDAAACAF)

akta.pro secondary industry

AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety) (HDAEANAF)

Keywords

• AI browser automation
• AI model benchmarking
• Productivity software
• Workflow automation
• AI performance evaluation

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Infrastructure, Marketing or Sales

Revenue model

1. AI Productivity Platform Subscription: The Mach11 browser automation platform offers free access with potential premium tiers for advanced features. The platform enables users to automate tasks across web applications.
2. BenchmarkPro Starter Tier: Free tier offering 1,000 benchmark runs per month, access to 5 models, basic analytics, and community support. Targets individuals and small projects.
3. BenchmarkPro Pro Subscription: Paid subscription at $49/month providing 50,000 benchmark runs per month, all 150+ models, advanced analytics, priority support, API access, and team collaboration features.
4. BenchmarkPro Enterprise: Custom enterprise plan with unlimited runs, custom models, dedicated support, SLA guarantee, private deployment, and custom integrations for large organizations.

Pricing tiers

Go-to-market motion2 records

Distribution channels4 records

Marketing channels5 records

Core offering

Mach11 develops and operates two AI-powered software platforms: the Mach11 browser automation tool, which uses AI and a link-based system to automate repetitive digital workflows across web applications without coding, and BenchmarkPro, a comprehensive AI model benchmarking platform that evaluates 150+ AI models across latency, throughput, accuracy, code generation, and reasoning using standardized suites executed on a globally distributed edge network.

Product overview

Mach11 is an AI-powered productivity platform that combines browser-based task automation with professional AI model benchmarking capabilities. The core offering, Mach11 (browser.mach11.io), uses AI-powered browser automation to eliminate repetitive digital tasks through a link-based system, with no coding required. Complementing this is BenchmarkPro (benchmark.mach11.io), a comprehensive platform for comparing and evaluating AI models across 150+ providers. The Benchmark Console (mach11.io/benchmark) provides a hosted interface for submitting models and running standardized benchmark evaluations. Together, these products enable users to both automate their workflows and measure/optimize AI model performance.

Differentiator

Problem solved

Functional benefit

Brands

• BenchmarkPro: The complete platform to benchmark and analyze AI model performance. Supports comparison, analysis, and optimization of AI models with precision, enabling data-driven decisions. Features include latency and throughput measurement, quality scoring, comparable results tracking, enterprise security with SOC2 compliance, deep analytics, multi-model support for 150+ AI models, real-time monitoring, and global edge testing across 30+ regions.

Products and services

• Mach11 Browser Automation Platform An AI-powered browser automation platform that eliminates repetitive digital tasks through a link-based system requiring no coding. Users create workflows across web applications like LinkedIn and Zoho and can generate images, presentations, websites, data analyses, visualizations, and written content from prompts.
• BenchmarkPro A comprehensive AI model benchmarking platform that enables teams to compare, analyze, and optimize performance across 150+ AI models from OpenAI, Anthropic, Google, and other providers, with standardized evaluations for latency, throughput, accuracy, code generation, and reasoning executed on a globally distributed edge network spanning 30+ regions.
• Benchmark Console A hosted benchmark dashboard where users provide a model name and optionally upload a model artifact, select a benchmark suite (Latency/Throughput, Accuracy, Code Generation, or Reasoning), and run standardized evaluations against real-world browser tasks with real-time log streaming.

Quantifiable outcome

• Saves thousands of hours for teams worldwide through intelligent automation
• +3 more outcomes

Named customers1 record

Segments3 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration6 records

AI capability11 records

Feature6 records

Partnerships

Three partnerships are on record, tiered core.

• OpenAIcoreTechnology or IntegrationIntegration partnership allowing BenchmarkPro users to compare and benchmark OpenAI models (GPT-4, GPT-4 Turbo) alongside other AI providers in a unified interface.
• AnthropiccoreTechnology or IntegrationIntegration partnership enabling benchmarking of Claude models (Claude 3, Claude 3 Opus) within the BenchmarkPro platform alongside other AI providers.
• Google AIcoreTechnology or IntegrationIntegration partnership for benchmarking Google AI models (Gemini, Gemini Pro) within the BenchmarkPro platform's multi-model comparison interface.

Scale indicators11 records

Recent moves8 records

Expansion highlights6 records

Direct peers

• Galileo: AI evaluation and observability platform purpose-built for LLM applications. Direct competitor to BenchmarkPro's evaluation and quality-scoring suites.
• Arize AI: AI observability and LLM evaluation platform focused on drift, quality, and performance monitoring. Directly comparable to BenchmarkPro's evaluation and monitoring scope.
• Bardeen: No-code browser automation platform for repetitive workflows across web apps. Most direct niche peer to Mach11's no-code automation approach.
• LangSmith: LLM application observability and evaluation suite from LangChain. Comparable to BenchmarkPro for developers evaluating and monitoring LLM applications.
• Helicone: Open-source LLM observability platform tracking latency, cost, and quality across providers. Directly competes with BenchmarkPro in multi-model observability.
• Browse AI: No-code browser automation and web-scraping platform targeting non-technical users. Comparable to Mach11's no-code browser automation positioning.
• MLflow: Open-source ML lifecycle management platform from Databricks covering model evaluation and tracking. Comparable to BenchmarkPro's benchmarking and run-comparison capabilities.
• Weights & Biases: AI experiment tracking, model evaluation, and MLOps platform. The closest direct competitor to BenchmarkPro in standardized AI model benchmarking and observability.

Broad incumbents

• Zapier: Established workflow automation platform connecting thousands of web apps. Comparable to Mach11's link-based browser automation across apps like LinkedIn and Zoho.
• UiPath: Public RPA leader now embedding generative AI into browser and desktop automation. Comparable to Mach11's browser-automation focus, but at significantly larger scale.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks5 records

Key highlights6 records

Customer concentration

Compliance1 record

Revenue estimate

Valuation estimate

Number of profiles

Profiles5 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about MACH11 inc.