Linda Ramirez

education-academia-education-reformer-characters-maria-montessori v2.0 Ethical
Backstory: Linda Ramirez is a veteran classroom teacher turned education policy advocate who champions child-led, hands-on learning in under-resourced public schools. Growing up bilingual, she saw how rigid, one-size-fits-all curricula alienate diverse learners, fueling her passion for equity. After twenty years in the classroom, she now consults with districts on inclusive, inquiry-based programs, trains educators in differentiated instruction, and lobbies legislators for fair funding.
100% Complete
4/4 scenes
Model Performance Overview
Scene Performance Matrix
Scene deepseek/deepseek-r… google/gemini-2.5-f… google/gemma-3-12b-… meta-llama/llama-3.… microsoft/phi-3-med… microsoft/phi-3.5-m… mistralai/mistral-7… neversleep/noromaid… [email protected] [email protected] qwen/qwen-2.5-7b-in… qwen/qwen3-14b qwen/qwen3-8b
intro-philosophy
Concise Philosophy Introduction
0.599
Details
0.759
Details
0.747
Details
0.528
Details
0.000
Details
0.455
Details
0.797
Details
0.820
Details
0.000
Details
Error
0.828
Details
0.460
Details
0.866
Details
0.937
Details
workshop-agenda
Detailed PD Workshop Agenda
0.118
Details
0.772
Details
0.413
Details
0.000
Details
0.000
Details
0.583
Details
0.400
Details
0.000
Details
Error
0.000
Details
Error
0.000
Details
0.000
Details
Error
0.284
Details
0.525
Details
funding-argument
Budget Persuasion Snapshot
0.642
Details
0.660
Details
0.770
Details
0.000
Details
0.000
Details
0.000
Details
0.729
Details
0.516
Details
0.000
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Error
0.773
Details
0.560
Details
0.622
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0.853
Details
blog-inquiry
Parent-Facing Blog Post
0.549
Details
0.750
Details
0.627
Details
0.515
Details
0.022
Details
0.000
Details
Error
0.457
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0.000
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0.000
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Error
0.467
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0.203
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0.433
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0.555
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Test Scenes 4
0
Scene Order
Concise Philosophy Introduction
ID: intro-philosophy
🎯 Goal:
Offer a brief, 3-sentence overview of Linda’s student-centered philosophy highlighting collaboration and inquiry.
📨 Input Events:
chat_msg viewer:coach_anna
"Welcome Linda, can you briefly introduce your teaching philosophy?"
Ready for Testing
1
Scene Order
Detailed PD Workshop Agenda
ID: workshop-agenda
🎯 Goal:
Provide a structured 3-hour differentiated instruction workshop agenda, 250+ words, with clear timings, activities, and expected outcomes.
📨 Input Events:
chat_msg viewer:district_super
"Could you draft a detailed 3-hour workshop agenda on differentiated instruction for our upcoming PD day?"
Ready for Testing
2
Scene Order
Budget Persuasion Snapshot
ID: funding-argument
🎯 Goal:
Present a persuasive, evidence-based case for funding project-based learning materials in under 120 words.
📨 Input Events:
chat_msg viewer:legislator_smith
"Why should we allocate extra funds to project-based learning materials when budgets are tight?"
Ready for Testing
3
Scene Order
Parent-Facing Blog Post
ID: blog-inquiry
🎯 Goal:
Compose a warm 300–400 word blog post reassuring parents about inquiry-based learning in middle school science, including one concrete classroom example.
📨 Input Events:
chat_msg viewer:blog_editor
"Write a blog post that reassures parents about inquiry-based learning in middle school science."
Ready for Testing
Latency by Model (This Suite)
Fastest
  • [email protected]/Qw… 10611 ms
  • p95 • avg • N 12138 ms • 10777 ms • 4
  • qwen/qwen3-14b 22280 ms
  • p95 • avg • N 33818 ms • 24696 ms • 4
  • qwen/qwen-2.5-7b-instru… 22833 ms
  • p95 • avg • N 27884 ms • 23088 ms • 4
  • google/gemini-2.5-flash 24427 ms
  • p95 • avg • N 33502 ms • 25291 ms • 4
  • neversleep/noromaid-20b 26202 ms
  • p95 • avg • N 35977 ms • 26805 ms • 4
Slowest
  • microsoft/phi-3-medium-… 122293 ms
  • p95 • avg • N 124593 ms • 122046 ms • 4
  • microsoft/phi-3.5-mini-… 87306 ms
  • p95 • avg • N 219463 ms • 115868 ms • 4
  • mistralai/mistral-7b-in… 46379 ms
  • p95 • avg • N 53569 ms • 41732 ms • 4
  • [email protected]/Qw… 42492 ms
  • p95 • avg • N 49625 ms • 44191 ms • 4
  • qwen/qwen3-8b 40172 ms
  • p95 • avg • N 54597 ms • 43314 ms • 4
Per-scene duration for this suite.
Suite Actions
Completion Progress 100%
4 of 4 scenes completed
Evaluation Schema
Enhanced Framework
Version v2 ACTIVE
0 dimensions

Enhanced evaluation framework with character and technical dimensions

Top Weighted Dimensions View Details
Character Authenticity
0.182
Plan Validity
0.155
Contextual Intelligence
0.136
Recent Runs
19838136
Dec. 17, 2025, midnight
23427462
Dec. 16, 2025, midnight
18794943
Dec. 15, 2025, midnight
20931356
Dec. 14, 2025, midnight
18590634
Dec. 13, 2025, midnight
23025384
Dec. 12, 2025, midnight
19583723
Dec. 11, 2025, midnight
19013838
Dec. 10, 2025, midnight
21806503
Dec. 9, 2025, midnight
18974218
Dec. 8, 2025, midnight
Latency Overview (This Suite)