Deterministic Assessment Platform

Generate realistic practice tests. Study and pass.

Convert your notes, PDFs, and lectures into accurate practice exams. Get graded instantly with zero mistakes, and pass your certifications with confidence.

No credit card required · Free forever
Supporting active SAA-C03, CCNA, and Security+ blueprints.
Refraxi Practice Exam Dashboard on MacBook Pro Refraxi Practice Exam on iPad
Supported Technical Blueprints
☁️ AWS Certified Solutions Architect
🌐 Cisco CCNA
🛡️ CompTIA Security+
🩺 NCLEX-RN
🧪 STEM Math Core

LLMs can't grade math equivalence. MCQs can't simulate Cisco CLI.

Multiple-choice guesses hide real knowledge gaps. Meanwhile, generic AI study tools grade responses using flaky LLM prompts, leading to false negatives on equivalent equations and code configurations.

Hallucinating Graders

Generic AI tools grade equations using token probabilities. They mark equivalent expressions wrong—penalizing correct math because it differs from the exact text-match pattern.

Frictionless Guessing

Multiple-choice options permit guesswork and test memorization, not application. They cannot simulate the active problem-solving demanded by official Cisco CLI router consoles.

LMS Export Loss

Educators lose formatting, equations, and interactive elements when migrating exams between different LMS platforms. There is no simple way to preserve technical question metadata.

Verify Responses with Compilers, Not Guesswork

Refraxi extracts concepts from your materials, structures them into modular topics, and grades practice outputs inside sandboxed terminal consoles and computer algebra engines.

1

Ingest Sources

Drag-and-drop course PDFs, syllabus files, or paste public documentation and YouTube links.

2

Extract ConceptMap

The parser processes content and isolates key curriculum nodes to prevent exam hallucinations.

3

Interactive Mock Sandbox

Practice command inputs using mock CLI terminals and verify equations with symbolic math engines.

4

Spaced Repetition Review

Mistakes feed directly into a customized deck designed to reinforce facts using active recall.

Ingested Sources
CCNA_Ch3_IP.pdf
Subnet_Guide.docx
OSPF_Lecture.mp3
IP Routing
Subnet Mask
CIDR Notation
VLSM Routing
IPv4 Header
Route Aggregation

Mock Cisco CLI Terminal Console

Practice router configuration syntax in a mock command-line interface. Refraxi validates command inputs via pattern matching to prepare you for console exams.

Test the Sandbox
Cisco IOS v15.4 Console Simulator
Router> enable
Router# configure terminal
Enter configuration commands, one per line. End with CNTL/Z.
Router(config)# interface g0/1
Router(config-if)# no shutdown
✓ Verified: Interface GigabitEthernet0/1 changed state to up. Protocol status: UP

Exact Mathematical Verification

Our engine uses SymPy to evaluate algebraic answers symbolically. Whether you enter 1/2 or 0.5, the computer algebra system checks for true mathematical equivalence without LLM guesswork.

Enter Equation Editor
Reference Answer
12 x2
Student Input
0.5 • x2
✓ SymPy Verification: Mathematically Equivalent

Native LTI 1.3 Integration

Embed exams directly inside Canvas or Moodle. Synchronize student rosters and export grades automatically with zero API configuration.

Sync Your LMS

FSRS-Powered Spaced Repetition

Convert exam mistakes into active-recall flashcards. Review intervals adapt automatically based on your individual retention speed.

Open Flashcard Studio

Transparent, Predictable Plans

Choose the plan that matches your study pace or classroom size. Upgrade, downgrade, or cancel anytime.

Sandbox
Build and test manual exams. Try Refraxi players.
$0 USD/mo
  • Build exams up to 50 questions
  • 3 AI-powered exam builds per month
  • Spaced repetition (SRS) study tools
  • ConceptMap Knowledge Extraction
  • LMS Canvas & Moodle sync
Start Free
Basic Learning
For candidates preparing for cloud, network, or STEM exams.
$12.50 USD/mo
  • Everything in Sandbox
  • Monthly AI Generation Credits
  • ConceptMap Knowledge Extraction
  • Print-ready PDF exam booklets
  • QTI & Moodle XML exports
Get Basic
Institutional
Educator
For instructors, bootcamps, and institutions.
$79 USD/mo
  • Everything in Pro
  • Classroom management
  • LTI 1.3 (Canvas/Moodle)
  • Automatic roster sync
  • Grade passback to LMS
  • Student analytics dashboard
Start Educator Trial

Answers to Technical Questions

Honest explanations of how we grade responses, integrate with institutional platforms, and secure student telemetry.

How does Refraxi prevent grading errors in math exams?

We do not use LLMs to grade mathematics. Refraxi parses formulas into the SymPy symbolic mathematics library. SymPy determines whether your expression is algebraically equivalent to the answer key, meaning variations like 1/2 and 0.5 are both scored correctly.

Do you track student webcams or use automated video monitoring?

No. We do not use webcam proctoring, microphone recordings, or screen monitoring. Refraxi tracks focus telemetry only (whether the exam tab goes out of focus) if enabled by the instructor. We prioritize user privacy.

What are the limits of the Free tier?

The Sandbox plan is free forever. It includes manual quiz building up to 50 questions per exam, 3 AI-powered exam builds per month, and full access to spaced repetition study decks. Premium features like ConceptMaps, terminal labs, and LMS syncing are available on paid tiers.

How does the Canvas and Moodle LTI 1.3 integration work?

Instructors can link Refraxi assessments directly into Canvas, Moodle, or Blackboard. Roster mapping is handled dynamically when students access the assignments, and exam grades are passed back directly to the LMS gradebook.

Face certification day with verified, hallucination-free practice.

Convert your notes, manuals, or slides into realistic, deterministic practice tests in under 60 seconds.

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