Mastering IB MYP assessments: A teacher's guide to grading
By Sidhi Baweja
Sidhi Baweja brings 11+ years of experience across consulting and edtech, with previous roles at KPMG and Accenture. At AssessPrep, she writes on IB assessment, digital examination workflows, and the operational side of running on-screen assessments for international schools.

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TL;DR
IB MYP assessment is a criterion-related grading system used by International Baccalaureate Middle Years Programme teachers, where students are measured against fixed descriptors across four criteria (A, B, C, D) on a 0–8 scale, with the final 1–7 grade awarded through a best-fit professional judgement rather than averaging.
Key takeaway | What it means for your school |
|---|---|
IB MYP assessment is criterion-related, not norm-referenced. | Every student is measured against fixed descriptors, not against the class. The bell curve does not apply. |
Grades are awarded on a best-fit basis, never by averaging. | A single low score in September does not anchor a final grade. Recent, consistent evidence wins. |
The 6-step best-fit protocol turns "professional judgement" into a defensible process. | Teachers can show parents the exact descriptor that justified the grade, not an opinion. |
Each criterion (A, B, C, D) is scored 0–8, then totalled and converted via subject grade boundaries to a final 1–7. | The maths is mechanical once the four criterion judgements are made. The judgement is the work. |
Standardisation meetings, a criterion reference library, and clear rationale notes protect teachers and students alike. | MYP grading is too important to do alone. Collaboration is built into the model. |
Digital MYP assessment platforms remove the spreadsheet workload and store evidence in one place. | AssessPrep gives MYP teachers criterion-tagged tasks, AI-assisted marking against descriptors, and a defensible audit trail per student. |
Introduction
It is 10pm on a Wednesday. You are staring at a Grade 9 student's work that has come a long way since September. The new piece is sharp, structured, and clearly her own. The MYP descriptors, though, are telling a different story. Do you give her a 5 or a 6? And what exactly do you say to her parents in the morning when they email asking how you arrived at that decision?
If you have been there, you already know the feeling. You sit across from a parent with the criterion sheet in your hand, watching their frustration build, and somewhere in the back of your head you wonder if maybe you are the one who is not getting it. That feeling is why so many teachers find IB MYP assessment a lonely place to work, even when they are doing it right.
Here is the short version of the whole system, the one sentence everything else in this guide unpacks. IB MYP assessment is a criterion-related grading system used by International Baccalaureate Middle Years Programme teachers, where students are measured against fixed descriptors across four criteria (A, B, C, D) on a 0–8 scale, with the final 1–7 grade awarded through a best-fit professional judgement rather than averaging. Every late-night descriptor stare, every parent meeting, every "do I give a 5 or a 6?" loop is a downstream effect of one of those words.
The good news: MYP assessment is not mystical. It is methodical. This guide breaks down the best-fit approach, the maths behind the 1–7 scale, and the protocols that let you grade with confidence instead of crossed fingers.
One word to deal with first, because parents get anxious about it and students get sceptical: professional judgement. In some education circles, this phrase sounds like "teacher's opinion." In MYP, it is the opposite. Professional judgement is a documented, descriptor-anchored skill. It lets you look at a student's data points, a low score in September and a high score in December, and decide which one tells the truer story. It is the difference between a calculator that averages numbers and an expert who reads the trajectory.
Why traditional grading doesn't work in IB MYP assessment
MYP assessment is criterion-related, not norm-referenced. That single shift is what makes the whole system work. In traditional norm-referenced grading, a student's mark depends on where everyone else lands. If the class average is low, a mediocre score might still earn an A. The standard moves with the crowd.
In IB MYP assessment, the standard sits still. If every student in your Grade 8 humanities class meets the highest descriptor for Criterion A, every student earns the highest grade. The goal is to measure individual competence and growth, not classroom rank.
This is not a small technical difference. It is a complete shift in what we value about learning. The IBO's official assessment principles and practices put it plainly: MYP grades describe what a student can do against a public standard, not how they compare to peers in the room.
For coordinators new to the framework, our IB MYP eAssessment Guide walks through how this principle plays out across the four criteria, the personal project, and the on-screen examination.

What you're actually grading: The four MYP criteria
Every MYP subject scores students across four criteria (A, B, C, D), each marked on a 0–8 scale broken into bands of 1–2, 3–4, 5–6, and 7–8. The criterion names change by subject. "Knowing and understanding" in Sciences. "Organising" in Arts. The architecture is identical underneath. The framework forces teachers to assess inquiry, creation, reflection, and application, not just memory. That is why a multiple-choice quiz alone cannot produce a defensible MYP grade.
The 0–8 scale, in plain terms. Bands let you differentiate performance levels with clarity, without the false precision of percentages. A student scoring 73% versus 74% is essentially identical. A student at level 4 versus level 6 is materially different, and you can name exactly why by pointing at the descriptor.
The cardinal rule: no averaging. This is the single thing that trips up almost every new MYP teacher. Learning is a journey. Averaging punishes a student for what they did not know three months ago. MYP values the most accurate demonstration of ability, which is usually the most recent or the most consistent evidence, not the arithmetic mean of every task in the gradebook.
Your job is not to calculate an average. It is to make a professional judgement about where the student is right now.
That professional judgement protects the student. An average creates a "zombie grade", a hybrid of who the student was in October and who she is in May. Professional judgement lets you cut the outdated loose and hold onto the current. This is not fudging. It is honest assessment.
For teachers building MYP tasks that surface this kind of evidence across the four criteria, our guide to designing powerful MYP assessment tasks is the natural companion to this post.
The 6-step best-fit protocol for IB MYP grading
The MYP best-fit approach turns "professional judgement" into a clear, six-step process: gather evidence, look at progression, ascend through the descriptors, refine within the band, standardise with colleagues, and total the criterion scores. Done in this order, grading becomes transparent to students, to parents, and to yourself. It is how you stop second-guessing every borderline call.

Step 1: Get all the facts on the table
Round up everything you have for the criterion you are assessing. Valid MYP assessment relies on a mix of evidence: presentations, investigations, tasks, journals, written work. Do not lean on a single final test. You need to see patterns. A Grade 10 MYP humanities teacher might pull a research task from October, a debate transcript from January, and an essay from March before judging Criterion B (Investigating).
Step 2: Look at the progression (and don't just average it)
Look at how the student has progressed over time. If she scored a 3 in September, a 4 in November, and a 6 in March on Criterion A, and that March task was demanding, then the best fit is probably a 6. The earlier grades are not erased. They are context. They show where she was and where she is now.
Step 3: The "ascending" process (this is where the magic happens)
This part is non-negotiable. Once you do it consistently, most of your grading anxiety disappears.

Do not start somewhere in the middle. Start at the very lowest band (Level 1–2). Read it.
Does the work match this description? If yes, move up to the next band (Level 3–4).
Keep moving up.
Stop at the band the work definitely does not fit.
That is the level the student gets.
Nine times out of ten, you will land on a borderline case. That is where professional judgement comes in. Look at the MYP Command Terms and the consistency of the work:
Frequency. Is the student consistently producing high-quality work, or is it a one-off?
Independence. Did they need a lot of prompting to get to the higher level, or could they do it on their own?
Complexity. Did they handle the harder parts of the task with ease?
A note for parents. This is what "professional judgement" actually means: a decision based on how reliable the evidence is, not an arbitrary bump up or down.
A worked example. You are grading a Grade 10 MYP science investigation against Criterion C (Processing and Evaluating). The student did the calculations correctly and the graphs were clean. But she did not know what to do with the results. She restated the hypothesis without analysing the data.
Level 1–2? No. She did more than show up.
Level 3–4? Descriptor: "Collects and presents data appropriately." Yes. "Interprets data and explains results"? No.
Level 5–6? No. She did not attempt interpretation.
Result: she gets a 4, the top of the 3–4 band, because the presentation and processing were strong but interpretation was missing. The descriptor decided the grade. You did not.
Step 4: Refine within the band
MYP uses bands, so you decide which end of the band fits.
Award the lower number (e.g. a 5 in the 5–6 band) if the student just squeaks in or shows inconsistency.
Award the higher number (e.g. a 6) if she consistently produces work that meets the band's descriptors.
The ascending process has already done most of the work for you.
Step 5: Standardise with colleagues
Fairness demands this. Before publishing final grades, sit down with your subject team and standardise marking. Bring sample work. Compare scores. Talk through where you agree and disagree. When you award a Level 4, your colleagues should be awarding Level 4s for comparable work. This is not doubting your judgement. It is making sure everyone is speaking the same language.
Step 6: Add up the criterion scores
Total the levels for all four criteria (A + B + C + D) out of 32. Now you are ready for the final conversion.
From criterion scores to final MYP grades: the boundary table
MYP final grades are produced by adding the four criterion scores out of 32 and converting that total to a 1–7 grade using the subject grade boundary table set by the IB and applied consistently within a school. The criterion judgements are the work. The conversion is mechanical.
Take a sample student:
Criterion A: 6
Criterion B: 5
Criterion C: 7
Criterion D: 6
Total: 24/32
Using typical boundaries where 23–27 points = Grade 6, this student earns a Grade 6 for the semester. Straightforward, defensible, evidence-anchored.
Who sets the boundaries? The IBO sets boundaries for external eAssessments based on global cohort performance. For internal assessments, most schools follow the same boundaries to keep standards consistent.
Can boundaries vary? Between schools, slightly. Within a school, no. Every teacher in a subject must use the same boundaries, or the integrity of the programme breaks.
Once you know the boundary table for your subject, the maths is simple. The hard part is the criterion-by-criterion judgement, and you have now systemised that.
What MYP teachers wish they'd known on day one
The three most expensive mistakes new MYP teachers make are: treating diagnostic work as a verdict, letting one outstanding task overpower the rest of the evidence, and defending grades without citing the descriptor. Each one undermines the criterion-related model from a different angle. Avoiding them is half the battle.
Mistake 1. Treating early work as a verdict. That September diagnostic is not a final judgement. It is a starting point. Use it to map where students are and to track progress from there. A Grade 8 maths teacher who locks in a Level 3 in week three is grading a moment, not a year.
Mistake 2. Letting one remarkable task dominate. "Accurate" means representative, not exceptional. If a student nails one project but generally stumbles, do not let the outlier inflate the grade beyond what the evidence supports. The bandwidth across her body of work is the picture.
Mistake 3. Defending grades without naming the descriptor. Never back up a grade with "I felt it was a 5" or "compared to her classmates." Point to the specific language of the descriptor. That is your safety net and your proof.

How to explain your MYP grading judgement to parents
The biggest pain point in MYP grading is rarely the grade itself. It is the perception that the grade is a personal whim. When parents hear "professional judgement," they often hear "opinion." The fix is a language change. Move from "I think…" to "I can show you this…" and the conversation shifts immediately.
What to say | What not to say |
|---|---|
"My professional judgement, based on her inability to consistently analyse the data without prompting (Strand iii), places her at a 5." | "I felt he wasn't quite at a 6 yet." |
"I evaluated the trajectory of her work. The average would have lowered her grade due to early struggles, but my professional judgement weights her most recent, higher-level performance." | "I used my best-fit judgement." |
"Here's the descriptor for Level 6. Here's the descriptor for Level 5. Here's the work. You can see which one it matches." | "Compared to other students, this is about a 5." |
Naming the criterion and quoting the descriptor turns a subjective opinion into a clear, evidence-based assessment a parent can actually engage with. Most parent meetings end faster, and on warmer terms, when the conversation is anchored to a sentence the parent can read for themselves.
Building a MYP moderation and support network
Sustainable MYP grading is built on five habits: regular moderation sessions, a criterion reference library, written rationale notes, mentorship, and an open door to the MYP coordinator. No teacher should be doing this alone. The best-fit protocol works because the team trusts the process, not because any one teacher has a perfect inner compass.
Regular moderation sessions. Schedule recurring meetings with your subject team to review student work and talk through tough calls. These are not appraisals. They are calibration. Bring the work that stumped you. Discuss edge cases. Agree on what "good" looks like at each level.
A criterion reference library. Collect and annotate examples of student work that demonstrate each achievement level. Priceless training material for new teachers, and a sanity check for the rest of you at 10pm.
Quick rationale notes. Keep a short note about why you awarded each grade, especially for borderline cases. Bullet points naming the descriptors that applied. Future you, and future parent meetings, will thank you.
Mentorship in both directions. New to MYP? Find a veteran. Been doing this a decade? Mentor someone who has not. The grading philosophy clicks at different times for different teachers.
Loop in the MYP coordinator. That is what they are there for. Stuck between two levels? Ask. Good coordinators would much rather help in the moment than discover the issue at moderation.
For a fuller picture of how successful MYP teams build these habits at scale, the Fairgreen International School case study is a useful reference. It walks through how a multi-campus MYP school standardised criterion-based marking across teachers and sites.
How AssessPrep supports IB MYP assessment and grading
Most MYP teachers we talk to do not lose sleep over the criteria themselves. They lose sleep over the spreadsheet sprawl, the "where is the evidence for this Level 5?" question at moderation, and the parent meeting they cannot fully prepare for because the audit trail lives in five different folders. That is the gap AssessPrep was built to close.
For MYP teachers and coordinators looking to apply the best-fit protocol consistently across a department, AssessPrep is a digital assessment platform that tags every task to the four MYP criteria, supports descriptor-anchored marking, and stores a per-student evidence trail that makes professional judgement defensible. Over 800 IB and Cambridge schools across 85+ countries use it to author, deliver, and grade MYP tasks, including AI-assisted marking aligned to the descriptors and analytics that show progression on Criterion A through D over time. For schools preparing for the MYP on-screen examinations, AssessPrep replicates the IBO interface so students arrive on exam day already familiar with the environment.
If your team is wrestling with the spreadsheet sprawl or the parent-facing audit trail, you can book a 30-day free trial and run real MYP tasks through the platform this term. ManageBac schools can activate instantly via Settings.
Closing thoughts
At its heart, IB MYP assessment asks teachers to take a leap of faith. To trust that students grow. To document that growth properly. To refuse to let early struggles define the final outcome. The 10pm moment, staring at student work and wrestling with the call, is not a glitch in the system. It is the most important work in teaching: getting an honest read on where the student actually is, and having the patience to admit that learning does not follow a tidy timeline.
The rules, the focus on recent evidence, the four-criteria triangulation, the standardisation meetings, are not hoops. They exist to stop us from labelling kids and moving on. When you award a 6 to a student who started the year at a 3, you are not going easy. You are being honest. And when you can defend that grade by naming the descriptor, citing the work, and showing the trajectory, that is not just MYP compliance. That is good teaching.
Key takeaways
MYP assessment is criterion-related, not norm-referenced. Students are measured against fixed descriptors, never against each other.
Never average criterion scores across a term. Apply best-fit professional judgement to the most recent and most consistent evidence.
The 6-step best-fit protocol (gather, progress, ascend, refine, standardise, total) makes every grade defensible.
Always name the descriptor and the strand when explaining a grade to a parent. That is what turns judgement into evidence.
Standardisation meetings, a criterion reference library, and short rationale notes are non-negotiable team habits that protect both teachers and students.
A digital MYP assessment platform like AssessPrep removes the spreadsheet workload, stores per-student evidence by criterion, and gives coordinators the audit trail parents (and the IB) expect.
Teaching MYP and have grading questions we did not cover? Reach out to your subject network groups, post in the MYP teacher forums, or talk to your coordinator. This work is too important to do alone. If you would like to see what it looks like when a digital platform carries the operational weight of criterion-based grading, start a 30-day free trial of AssessPrep and run a real MYP task through it this week.
Frequently asked questions
What is IB MYP grading?
IB MYP grading is the criterion-related assessment system used in the International Baccalaureate Middle Years Programme. Students are measured against four published subject criteria (A, B, C, D), each scored on a 0–8 scale. The four criterion scores total out of 32 and convert to a final 1–7 grade using subject-specific grade boundaries. Grades are awarded through best-fit professional judgement rather than averaging.
How does the best-fit approach work in MYP?
The MYP best-fit approach is a six-step process: gather evidence across multiple tasks, look at the student's progression over time, ascend through the descriptor bands from lowest to highest, refine within the band based on consistency and independence, standardise with colleagues, and total the four criterion scores. The descriptor decides the grade, not the teacher's instinct.
Why don't MYP teachers average grades?
Averaging punishes a student for what they did not know earlier in the year and produces a "zombie grade" that does not reflect current ability. MYP grading values the most accurate demonstration of ability, which is usually the most recent or the most consistent evidence. Best-fit professional judgement weighs the trajectory rather than calculating a mean.
How are MYP final grades calculated from criterion scores?
Add the four criterion scores (A + B + C + D) out of 32 and convert to a final 1–7 grade using the subject grade boundary table. The IBO sets boundaries for external eAssessments based on global cohort performance, and most schools apply the same boundaries to internal assessments to keep standards consistent within a school.
How do I explain MYP grades to parents?
Move from "I felt…" or "I think…" language to descriptor-anchored language. Show the parent the descriptor for the level you awarded, the descriptor for the next level up, and the student work. Name the criterion and the strand. The conversation shifts from defending an opinion to walking through evidence the parent can read themselves.
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