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Frizzle

For math teachers: Frizzle grades handwritten math at 97% accuracy so you reclaim 10-15 hours weekly and get standards-level analytics instantly.

Built by Abhay · Education · Freemium

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In category: #161 of 245 · Education

Frizzle is a Instant Launch listing on Launch Llama with 2 total upvotes, founded by Abhay who joined in Jun 2026, compared against 6 alternatives.

Instant Launch listing

Listing status

2upvotes

Community score

Abhay (Joined Jun 2026)

Founder

Launched on Launch Llama Jun 3, 2026 · #14 of 17 that day

Frizzle

About

Frizzle uses computer vision and LLMs to grade handwritten math at 97% accuracy, with a confidence-interval system that flags uncertain grades for human review. Students write on paper. Teachers photograph the work or run it through the copier. Within hours, Frizzle returns standards-level formative analytics, showing which CCSS standards each class and student has actually mastered, instead of waiting on spring assessments.

The result: math teachers get back the 10-15 hours a week they spend grading by hand, coaches run specific standards-level conversations instead of generic ones, and districts cut math screen time without losing the classroom-level data they need. Live in 30+ schools and districts, including a college math pilot at Vanderbilt and ASU.

Use Cases

  • Grading a stack of handwritten math quizzes by snapping photos of the papers and getting class results in about 8 minutes
  • Tagging recurring misconceptions across a class so a teacher knows what to reteach before the next lesson
  • Reading handwritten essays, lab write-ups, and short responses for partial credit and step-level feedback without student logins or tablets

Who it is for

  • Math teachers grading handwritten classroom work
  • K-12 school and district administrators and instructional coaches monitoring performance across classrooms
  • University instructors who want standards-level analytics from paper-based student work

Pricing

Free for individual teachers with no credit card required.

View Frizzle pricing →

FAQ

Is Free really free, forever?

Yes - no credit card, no expiry, no feature gating beyond the limits listed. Use it as long as you want; upgrade only when you need more.

What counts as a "worksheet"?

One worksheet = one student page. A class set of 25 student pages counts as 25 worksheets, since Frizzle reads and gives feedback on each page individually.

Do you offer school-wide pilots?

Yes. We run free 30-day pilots for schools with 5+ teachers. Includes onboarding, training, and a wrap-up impact report. Contact sales to start.

Can I cancel Pro anytime?

Anytime, with one click. You'll keep Pro access until the end of the billing period, then automatically drop to Free - no data loss.

Do you have nonprofit / Title I pricing?

Yes. Title I schools and 501(c)(3) nonprofits get 40% off Institution pricing. Mention it during your sales call.

How does billing work for districts?

Annual invoice, NET-30, paid via PO. We accept district checks, ACH, and major card networks. Multi-year discounts available.

Will Frizzle work with my curriculum?

Yes - curriculum-agnostic. Eureka, Illustrative Math, Saxon, Big Ideas, enVision, plus any custom worksheet you upload.

Do you train AI on student work?

Never. Encrypted, scoped to your district, never used for model training. We're FERPA, COPPA, and SOC 2 Type II compliant.

Alternatives

DayflowFor professionals: Dayflow auto-journals your workday from screen data so you prove accomplishments in standups, 1:1s, and performance reviews.WorksheetlyFor K-12 teachers: Worksheetly generates ready-to-edit worksheets with AI, auto-answer keys, and print-ready PDFs in minutes.ExamFlowFor students: ExamFlow turns lecture notes into AI flashcards and adapts your study schedule to exam dates so you retain more in less time.TeacherDetectFor teachers: TeacherDetect ranks AI detectors on real student work so you pick tools that actually catch cheating in your classroom.Teacher PlannerTeacher Planner AI helps educators organize weekly schedules and draft classroom materials using AI. Import timetables, manage lessons, and print customized plans without retyping.AveliqFor Nigerian students: Aveliq uses AI to summarize notes, generate quizzes, and practice past exams so you pass WAEC, JAMB, and NECO on your first attempt.

Tags

#handwritten grading#math assessment#computer vision#formative analytics#ccss standards#teacher productivity#human review#k-12 math

Ask AI about Frizzle

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Supporters

1 founder

1 founder supported Frizzle on Launch Llama.