The global Chromebook market reached $14.70 billion in 2025, with statistical analysis programs now a central part of how schools and researchers use these devices. This article covers the key statistics on statistical analysis programs for Chromebook in 2026, from software compatibility and Linux adoption rates to market growth and regional deployment patterns.
Statistical Analysis Programs for Chromebook: Key Statistics
- The Chromebook market is projected to grow from $14.70 billion in 2025 to $42.85 billion by 2034, at a 12.62% CAGR.
- 93% of US school districts planned Chromebook purchases in 2025, up from 84% in 2023.
- JASP and jamovi both run on ChromeOS via Linux Beta on devices manufactured from 2019 onward.
- Between 5% and 15% of Chromebook users enable the Linux environment required to run desktop statistical tools.
- Education accounts for 60.1% of the global Chromebook market share as of 2025.
How Big Is the Chromebook Market in 2026?
The Chromebook market recorded $14.70 billion in value in 2025, up from $11.57 billion in 2024. Analysts project the market will reach $42.85 billion by 2034. That trajectory — a 12.62% compound annual growth rate — reflects sustained demand from schools, enterprise, and government buyers, each of whom drive statistical software usage on these devices.
Global unit shipments reached approximately 22.11 million in 2025. The volume is expected to rise to 22.94 million in 2026 and 27.56 million by 2031, according to Mordor Intelligence.
Source: Custom Market Insights, Chromebook Market Report 2025; Mordor Intelligence, Chromebook Market Analysis 2026
Which Statistical Analysis Programs Work on Chromebook?
Four programs dominate the conversation around statistical analysis on ChromeOS. Their compatibility levels vary considerably. JASP and jamovi run through Linux Beta. XLMiner operates as a Google Workspace add-on, making it available on every Chromebook without any Linux setup. IBM SPSS lacks native ChromeOS support.
JASP ranked second overall in a 2025 teaching software comparison, placing just between Microsoft Excel and RStudio among all major statistical programs. jamovi’s open-source R architecture gives it an edge for users who need structural equation modeling and mediation analysis without a paid license.
| Program | ChromeOS Compatibility | Cost | Access Method |
|---|---|---|---|
| JASP | Yes (2019+ devices, Linux Beta) | Free / Open-source | Linux Beta or web version |
| jamovi | Yes (Linux Beta required) | Free / Open-source | Linux Beta |
| XLMiner Analysis ToolPak | Yes (all Chromebooks) | Free / Freemium | Google Workspace add-on |
| IBM SPSS Statistics | No native support | Paid | Linux workaround only |
| StatPlus.io | Yes (all Chromebooks) | Freemium | Google Sheets integration |
Source: JASP.org, jamovi.org, aboutchromebooks.com
How Many Chromebooks Are Used in Education?
Education drives 60.1% of global Chromebook purchases. Over 38 million Chromebooks are deployed in K-12 schools worldwide. In the US, 93% of school districts planned Chromebook purchases in 2025, up nine percentage points from 84% in 2023. Of those purchases, 68% are funded through local or state revenue rather than federal allocations.
Google Workspace for Education now serves over 170 million students and educators across 230 countries. This matters for statistical analysis because XLMiner and StatPlus.io both run directly inside Google Sheets, meaning they are already accessible to the majority of Chromebook users in schools without any additional setup. For more on Google for Education adoption stats, those figures paint a clear picture of how embedded these tools already are.
Chromebooks also add an estimated 18 additional instructional hours per student annually compared to other devices, according to data cited across multiple market reports. That increased time on device broadens the window for statistical software use in classroom contexts.
Source: Mordor Intelligence, Chromebook Market Report 2026; IDC Worldwide Quarterly Chromebook Tracker
Statistical Analysis Programs for Chromebook: Linux Adoption Rates
JASP and jamovi require Linux Beta to run on ChromeOS. According to 2025 estimates, between 5% and 15% of all Chromebook users enable Linux development features. Given that global Chromebook shipments hit 22.11 million units in 2025, that translates to roughly 1.1 million to 3.3 million devices running Linux at any given time.
Linux Beta is available on Chromebooks manufactured from 2019 onward, which Google now supports for 10 years — extended from the previous 8-year policy in 2023. That longer support window means the eligible device pool for statistical software keeps expanding. For a closer look at how Linux apps run day-to-day, this firsthand account of using Linux on a Chromebook covers the practical workflow.
Professional developers using Linux-based systems reached 47% globally in 2025, according to the Stack Overflow Developer Survey. Among Chromebook users specifically, the subset enabling Linux skews toward students, researchers, and analysts — the exact audience that uses JASP and jamovi. ChromeOS also supports Flatpak, which is the primary installation method for both programs. Details on Linux adoption numbers appear in the Linux development on Chromebook statistics breakdown.
Chromebook Market Share by Region
North America leads global Chromebook adoption with 52.4% of market share in 2025. Europe holds 32%, while Asia-Pacific is the fastest-growing region at a 4.70% CAGR — driven primarily by Japan’s GIGA School Program, which saw Chromebook shipments grow more than twentyfold year-over-year in the first half of 2025.
The United States holds 8.44% of the desktop OS market for ChromeOS, compared to 1.86% globally. That US figure is more than four times the global average, largely because of K-12 school deployments where statistical analysis programs are increasingly part of the curriculum. The full Chromebook statistics overview for 2026 breaks down these regional figures in greater detail.
Source: Mordor Intelligence, Chromebook Market Share Analysis 2026
Chromebook Vendor Rankings in 2025
Lenovo led all Chromebook vendors in the first half of 2025, shipping 3.5 million units with 25.3% market share and 27% year-over-year growth. HP and Acer held second and third place. ASUS posted the fastest growth rate at 43%, though from a smaller base of 800,000 units. Together, the top five vendors — Lenovo, HP, Acer, Dell, and ASUS — account for over 85% of total shipments.
| Vendor | H1 2025 Units Shipped | Market Share | YoY Growth |
|---|---|---|---|
| Lenovo | 3.5 million | 25.3% | 27% |
| HP | ~2.97 million | 21.5% | — |
| Acer | ~2.32 million | 16.8% | — |
| ASUS | ~800,000 | ~5.8% | 43% |
Source: IDC Worldwide Quarterly Chromebook Tracker, H1 2025
Is a Chromebook Capable Enough for Statistical Work?
Entry-level Chromebooks — those with 4GB RAM and 32GB storage — handle JASP and jamovi for datasets under moderate size. Storage for Linux environments averages 12.6GB per user, which can strain budget models with 32GB total. Chromebook Plus models, starting at $349, include at least 8GB RAM and perform considerably better for compute-heavy operations like regression or structural equation modeling.
For students deciding whether a Chromebook suits analytical coursework, this guide on Chromebook programming capability covers related hardware and software considerations. Those in computer science programs may also find this overview on coding on a Chromebook for a CS degree relevant to their software decisions.
ChromeOS vs Windows for Statistical Software
Windows still dominates the global desktop market at 71.68% share. macOS holds 15.7%, ChromeOS 1.86% globally, and traditional Linux 4.20%. In the US, ChromeOS’s figure rises to 8.44% because of school deployments. For enterprise workflows, the ChromeOS vs Windows productivity comparison shows ChromeOS records 90% fewer hardware-related service calls, according to an Intel field study.
The tradeoff for statistical software is clear: Windows supports SPSS, SAS, and R natively without workarounds. ChromeOS handles JASP, jamovi, XLMiner, and StatPlus.io well, but SPSS requires a Linux workaround that limits its practical use. For research institutions that rely on SPSS, Windows or macOS remains the more straightforward choice.
FAQ
What statistical analysis programs work on a Chromebook?
JASP and jamovi run on Chromebooks via Linux Beta on 2019+ devices. XLMiner and StatPlus.io work through Google Sheets on all Chromebooks. IBM SPSS has no native ChromeOS support and requires a Linux workaround.
Does JASP run on a Chromebook?
Yes. JASP runs on Chromebooks manufactured in 2019 or later through Linux Beta. A web-based version via Rollapp is available for older devices that do not support Linux.
How big is the Chromebook market in 2026?
The Chromebook market is valued at $14.70 billion in 2025 and projected to reach $42.85 billion by 2034, growing at a 12.62% CAGR. Global shipments reached approximately 22.11 million units in 2025.
What percentage of Chromebook users run Linux?
Estimates suggest 5% to 15% of Chromebook users enable Linux Beta. Linux is required to install desktop statistical programs like JASP and jamovi on ChromeOS devices.
Is jamovi free for Chromebook users?
Yes. jamovi is free and open-source. It installs through Linux Beta on supported Chromebooks and offers R module integration for advanced analyses including SEM and mediation, at no cost.
