Tools Competition 2021

Congratulations to the 2021-22 Tools Competition winners!

Visit this page to learn about the winners’ tools. If you are interested in competing this fall in the 2022-23 Tools Competition, please sign up here for additional information.

The Learning Engineering Tools Competition 2021 (“Tools Competition”) is a multi-million dollar prize challenge to leverage technology, data, and learning science to meet the urgent needs of learners across generations. This year’s Tools Competition will offer $4 million in prize awards - more than double the previous year - and will be one of the largest edtech competitions ever convened. This year’s Tools Competition is sponsored by Schmidt Futures, Citadel Founder and CEO Ken Griffin, the Walton Family Foundation, the Siegel Family Endowment, the Overdeck Family Foundation, and the Bill & Melinda Gates Foundation.

The Need

Even as the number of COVID-19 cases is slowing in some areas of the world, the pandemic’s scars on the world’s education system will remain for years, driving urgency to innovate and constantly improve the way both children and adults learn.

For elementary and secondary students, learning loss will be substantial. In the United States, cumulative learning loss is projected to be up to nine months of learning by the end of the 2020-2021 school year among white students, and up to a full year of learning among students of color. While U.S. schools are resuming in-person instruction, other countries have a longer road before the fight against COVID-19 turns the corner.

Efforts to accelerate learning are also critical for adults. COVID-19 has had a disproportionate impact on the unemployment of individuals with a secondary diploma or less. The pandemic accelerated industries’ reliance on technology, creating a type of “double” shock for low-income workers. More is needed to ensure higher education pathways are accessible and supportive to all students. For those already in the workforce, additional efforts are necessary to provide retraining, so all workers can obtain the jobs of today and tomorrow’s economy.

New tools are needed to address these issues, while also encouraging continuous improvement and other approaches to maximize our understanding of what works for student learning.

The Opportunity

The Tools Competition aims to spur the development and deployment of technologies that address pressing education issues in elementary and secondary education and adult learning while advancing the field of learning engineering.

Rather than designing silver bullet solutions, these tools will be designed for continuous improvement to maximize their effectiveness over time.

Learning engineering is an emerging discipline at the intersection of learning science and computer science that seeks to design learning systems with the instrumentation, data, and partnerships with the research community to drive tight feedback loops and continuous improvements in how that learning is delivered in online and blended settings.

What is Learning Engineering?

Learning engineering is the use of computer science to pursue rapid experimentation and continuous improvement with the goal of improving student outcomes.

Learn more about the emerging discipline with these resources:

The Challenge

Tools may target one of four competition tracks or areas in education:

Accelerate learning in elementary and secondary literacy and math.

Accelerate learning in elementary and secondary literacy and math.

Tools that help students achieve or exceed proficiency in grade-level literacy or math skills, despite learning loss due to COVID.
Transform K-12 assessments in both cost and quality.

Transform K-12 assessments in both cost and quality.

Tools that improve the quality of assessment to better meet the needs of educators, students and families while reducing the time or cost to develop or administer them. Tools that support diagnostic, formative, interim, summative and direct-to-family assessments are eligible.
Facilitate faster, better, and cheaper learning science research.

Facilitate faster, better, and cheaper learning science research.

Tools that accelerate the learning science research process by facilitating A/B testing and random controlled trials, improving research design, promoting replication, or releasing knowledge and data for external research. Tools that focus on math will receive a competitive priority. This may include: 1) improved curriculum, 2) proximate measures of student mastery, 3) tutoring technologies, and 4) learning progressions.
Drive improvements in adult learning that boost middle class wages.

Drive improvements in adult learning that boost middle class wages.

Tools that increase the effectiveness or reach of post-secondary education or skill training to prepare adults, particularly non-college educated adults, for the changing economy.

The Competition

The Learning Engineering Tools Competition invites technologists, digital learning platforms, researchers, students and teachers from around the globe to propose innovative tools or technologies that address one of the pressing challenges in education.

The multi-phased selection process provides competitors time for ideation, team-building, and project refinement. The organizers will award $4 million in prizes.

Each proposal will be evaluated on five criteria:

  • Potential impact and likelihood to improve learning
  • Attention to equity to support learning of historically marginalized populations
  • Ability to support rapid experimentation and continuous improvement
  • Ability to scale to additional users and/or domains
  • Team passion, and readiness to execute

Proposals will be considered relative to submissions within the same track.

To encourage both new entrants, as well as developing and established platforms, competitors can request an award in one of two prize bands and name a specific amount within their selected range. Proposals requesting larger amounts will be subject to a higher bar for the evaluation criteria.

Competition organizers will take the requested reward into account, but the final prize is at the discretion of the judges and the competition organizers. In some instances, competition organizers may increase the maximum prize.

In addition to the prize funds, winners will have the opportunity to connect with prominent education researchers, edtech leaders, and representatives of large philanthropic organizations to scale their work.

For more information on the eligibility requirements for prize bands see here.

Eligibility Quiz


How to Compete

The Tools Competition has a phased selection process, in order to give competitors time and feedback to strengthen their tool and build a team.

To participate, first submit a brief concept with the designated form that identifies the track, award amount, and describes the tool and team. The description of the tool should describe how users will interact with the tool, how it is architectured for rapid experimentation, how it will improve learning – especially for historically marginalised populations – and how it has the potential to scale.

For more information see the full timeline here.

How to Compete

Download the PDF



Schmidt Futures
Walton Family Foundation
Bill & Melinda Gates Foundation

“Bill & Melinda Gates Foundation” is a registered trademark of the Bill & Melinda Gates Foundation in the United States and is used with permission.