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Magma Math
Magma Math
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Magma Math

Magma Math is a math platform that uses AI to surface how students are thinking as they solve problems. Students are required to show their work, which the AI grades, flags where the class is getting stuck, and turns sticking points into the basis for class discussion where students compare how they approached the problem.

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What it looks like in action

What the students do:

Students individually work through a set of math problems, aligned to the standards or skills they’re targeting, that their teacher has selected. They're required to show their thinking before they can submit an answer—by typing, handwriting, or drawing on the screen; dragging and dropping; marking up the problem; recording a spoken explanation; uploading a photo of work done on paper; or using on-screen manipulatives like number lines and protractors. When students get a problem incorrect or get stuck, they can ask for a hint about where they went wrong. They can switch the problem and hints into their home language or have them read aloud. After working on their own, students can look at classmates' strategies and talk through the differing approaches to the same problem.

What the AI does:

The AI analyses to grade each student's response and pinpoint any misconceptions or errors; then, it generates a hint, escalating to a more detailed hint if the same mistake recurs. It accepts mathematically equivalent answers (e.g., a decimal, fraction, or percentage that means the same thing) and overlooks minor formatting like spacing, unless the question calls for a specific format. It saves every attempt for the teacher, including those a student erases or redoes. Across the class, it flags where students are struggling, surfaces common incorrect answers, and turns that student work into discussion prompts the teacher can use. It can translate problems and hints into 140+ languages and read them aloud.

What the teacher does:

Teachers build assignments by selecting problems from Magma's standards-tagged bank, choosing the standards or skills to target and the level of challenge. They can assign different sets to different students to match where each is. Teachers decide where the assignment fits into their math block: as a warm-up, a formative check, independent practice, or a quiz. While students work, teachers can view a live heat map that shows, problem by problem, who got it right on the first try, who got it eventually, and who hasn't gotten it yet. From there, teachers can freeze the class mid-assignment and use the live activity dashboard to pull up and anonymously display students' solutions on the whiteboard—selecting and sequencing several to spark a whole-class discussion comparing approaches, drawing on the AI's flagged common errors and discussion prompts. Teachers can also use the live heat map at the end of an assignment to decide what to reteach. They can also replay any student's attempt step by step to see how the student's thinking unfolded and review the AI's grading and override it when it's off.

What the leaders do:

School and school system leaders adopt Magma across classrooms or a whole system and decide how it's used—from regular formative checks like do-nows and exit tickets to a school system-wide common assessment in place of some interim tests. Using a school system dashboard, leaders can build and push out assessments to classrooms, see results in real time, and compare performance across schools, classes, grade levels, and standards to find where students are struggling system-wide. They can also provide implementation support, such as running professional learning communities around Magma data.

Reach

2,000,000+

Students

across 40 states

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Teachers

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Schools

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School systems

Use

Recommended use

Two to three times per week, 10–15 questions per assignment

Actual use

TBD—pending data

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Note: Most common use is at least twice per week during parts of math lessons, across entry tickets, homework, formative assessment, school system assessments, and differentiated instruction.

Product dimensions

Subject

Math

Grade span

K–12

Curriculum alignment

Curriculum-connected: Magma works alongside any core math curriculum. Its K–12 question banks are tagged to state standards, so teachers can build aligned assignments regardless of the program their school system uses. For many widely used curricula, Magma also maps those banks to the curriculum's own scope and sequence, letting teachers pull aligned problems unit by unit rather than searching standard by standard. Where licensing allows, Magma hosts publisher content directly: Bridges 2nd and 3rd edition assessments and Illustrative Mathematics v.360 content for school systems with an active IM 360 license, subject to approval.

Design scope

Specific instructional job

The way AI interacts with students

  • The AI asks questions/presents prompts students respond to
  • Rubric-scored or written feedback (beyond right/wrong)
  • AI gives feedback directly to students

Teacher guidance

Nudges specific teacher actions (e.g., dashboard prompts during use)

Social vs. solo use

Mixed (platform)—some uses social, some solo

Teacher override

Teacher can override the AI scoring

Product adoption

System partnership (districts or organizations buy and deploy across classrooms)

Dashboard scope

Teacher and leader dashboards available

Dosage recommendations

Provides dosage recommendations

User values icon

Users' take on wins and limitations

There are clear trends in what users (i.e., teachers, students, instructional leaders) see as the wins and limitations of each product. For each trend below, we've included one illustrative quote from our user interviews.

Wins

Teachers can freeze the class mid-assignment, then use the live activity dashboard to pull up and anonymously display students' work on the whiteboard—putting a misconception or a strong strategy in front of everyone to run a discussion comparing how different students solved the same problem.

"On one of the problems, half the kids got to that question and were getting it wrong….I hit the freeze button and put student responses from the live activity on the whiteboard and was like 'guys, we're all getting this problem wrong. Let's talk about it.' So it's kind of just like an 'everybody freeze, everybody look at it, let’s figure this out together.’”

—Teacher, 3rd Grade Math

Because students have to show their work and teachers can replay how they got to an answer, step by step, teachers see the thinking behind an incorrect answer and can pinpoint exactly where a student's reasoning broke down.

"I watched a playback video for a few of my students, which is a very unique tool that they have there that I really like because it lets me be more exact in supporting them…they were not far off. I could see where in their process they made a mistake. They were just needing to do this extra step."

— Teacher, 4th Grade Math

Students can see their own progress and skill gaps as they work (through a progress bar and a pie chart), which gives them ownership over what to work on next and keeps them engaged.

"My students want to get that progress bar moved up. So it's very rare that kids are sitting there not doing the work."

— Math Resource Teacher

Limitations

The AI's hints are often too generic to move students forward; they tend to restate the problem rather than help a stuck student find their next step.

"If we have a problem like 42 x 8…if we press the hint button, the first hint it gives tells me to look at the 42 and the 8, and I’m, like, yeah, I have looked at it."

— Student, 4th Grade

For some skills, Magma doesn't have enough practice problems, so teachers leave the platform mid-unit and pull in outside worksheets or resources to give students enough practice, which breaks up an otherwise single workflow.

"There are times where I wish I had more [practice problems] that I could have assigned, like, for example, in telling time…there's a lot of sub-skills related to telling time, and what Magma had when I looked at it and assigned it didn’t cover those."

— Teacher, 3rd Grade Math

Magma's question bank is organized by standard rather than by the concepts that curriculum units are usually built around. Because it assumes teachers already know their standards well, it can be confusing for less-experienced teachers trying to find and assign the right problems.

"It's organized by standard. It's not organized by unit. So, like, you do have to know the standards well…we circle back to multiplication and division four times. I know how to unpack standards, so it doesn't bother me to do that. But I know for some teachers it does."

— Teacher, 3rd Grade Math

Our instructional take

Instructional wins

  • Magma allows students to easily show their thinking and offers students a range of tools to support reasoning about the problem and articulating their explanation.
  • The functionality that allows teachers to display (anonymous or identified) student work to the full class is fluid and can support strong learning from peers.
  • The analysis tools for teachers are easy to navigate and offer real-time insight into individual student work, student grouping options, and cross-class insights.
  • There are existing materials aligned to Bridges and Illustrative Mathematics and school systems can add their curriculum and scope and sequence to the platform to set up aligned problems. In those cases, it is easy for teachers to integrate Magma use in their curriculum.

Instructional limitations

  • When teachers are using materials that are not already in Magma and/or their school system has not imported the system’s curriculum, teachers have to sequence Magma’s problems manually. This requires teachers to do careful work to ensure the sequence of problems used in Magma flows topically with their curriculum and that there is consistency in student experience and the progression of learning. If that is not done carefully, a student's practice experience can jump around.
  • Magma is built to surface student thinking not to tutor students. The hints Magma offers are light and students report mixed feelings about their value. This can lead students to get stuck. Teachers have to monitor class work closely to identify when individual students or groups need intervention.

Implementation considerations

  • Magma shares the standard school-based implementation considerations: scheduling (within the class schedule and the scope and sequence for instruction), teacher and leader training, tech set up, and expectations for use.
  • Magma is so flexible that leaders need to be very clear about where and how Magma should be used and what parts of the curriculum Magma should not replace.
  • Leaders need to decide what teachers should be doing while students use Magma (e.g., what they will look for during Magma implementation).
  • Leaders should consider how Magma data should be used during PLC and planning time.
  • Leaders need to think through guidance about when Magma should be used in groups or pairs and when it should be used solo.
Evaluation icon

Evidence of Impact

Available evidence

Published

There is independent, causal evidence of impact on student outcomes.

Magma Math contracted Instructure to evaluate its impact on student math outcomes. The 2024–25 study matched 843 students who used Magma Math against 843 who did not, across 10 elementary and three middle schools in one Ohio school system, and measured growth on the i-Ready mathematics assessment. It is certified at ESSA Level II, moderate evidence.

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Results differed by grade band. In grades 4 and 5, students using Magma Math scored higher than matched peers, at an effect size of 0.12, which the report describes as moving a student at the 50th percentile to roughly the 55th. In grades 6 through 8, the difference was 0.07 and not statistically significant.

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An ESSA Level I randomized controlled trial begins in fall 2026 and concludes in late 2027.

Magma Math ESSA Level II Study (2024-25), ERIC ED678117 · Founder conversations · AI in Action Evidence Scan (June 2026)

From the developer icon

From the developer

From

Magma Math

The following was written by the team at Magma Math and has been edited for clarity and tone by Instruction Partners. 

Magma Math has a deep history of building platform features that enable teachers to make math engaging and interactive for students while giving educators real-time insight into how students think. Looking ahead, Magma Math's roadmap keeps student work at the center of learning, helping educators make more informed instructional decisions and equipping school system leaders to better support both teachers and students.

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Product website icon

Product website: https://www.magmamath.com/

Hear from the developer

Instruction Partners' CEO Emily Freitag spoke with Henrik Appert from Magma Math to understand what problems they're trying to solve, how the tool works, and what they're still figuring out.

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