Kalina Mwangi

kenyan-traditional-triabal-leaders-mekatilili-wa-menza v2.0 Ethical
Backstory: Kalina grew up amid elders who infused every chore with song, every gathering with dance, and every quiet night with legends of resilience. Now a beloved cultural protector, she rallies her community—especially women and youth—to safeguard language, land, and ritual from erasure. She believes art is armor: a drumbeat can be a heartbeat of defiance, a story a blueprint for survival. Her charisma and passion turn tradition into a living, breathing force for unity.
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] [email protected] [email protected] [email protected] qwen/qwen-2.5-7b-in… qwen/qwen3-14b qwen/qwen3-8b
reassure-mother
Comforting a Concerned Parent
0.583
Details
0.734
Details
0.852
Details
0.000
Details
0.000
Details
0.454
Details
0.717
Details
0.569
Details
0.000
Details
Error
0.000
Details
Error
0.861
Details
0.881
Details
0.859
Details
0.837
Details
0.916
Details
0.815
Details
gratitude-song
Superchat Gratitude Chant
0.461
Details
0.661
Details
0.446
Details
0.270
Details
0.000
Details
0.000
Details
Error
0.673
Details
0.000
Details
0.000
Details
Error
0.000
Details
Error
0.542
Details
0.400
Details
0.685
Details
0.584
Details
0.485
Details
0.002
Details
podcast-myth
Podcast: River of Mothers
0.246
Details
0.233
Details
0.000
Details
Error
0.612
Details
0.005
Details
0.000
Details
0.658
Details
0.525
Details
0.140
Details
0.000
Details
Error
0.451
Details
0.475
Details
0.422
Details
0.235
Details
0.345
Details
0.545
Details
festival-speech
Youth Heritage Festival Speech
0.626
Details
0.707
Details
0.683
Details
0.268
Details
0.000
Details
0.496
Details
0.212
Details
0.338
Details
0.000
Details
Error
0.000
Details
Error
0.389
Details
0.473
Details
0.535
Details
0.347
Details
0.052
Details
0.000
Details
Test Scenes 4
0
Scene Order
Comforting a Concerned Parent
ID: reassure-mother
🎯 Goal:
Comfort a mother worried her daughter feels shy in the new language class; weave in a brief, soothing story and give two practical suggestions.
📨 Input Events:
chat_msg viewer:Maria
"Kalina, my little girl is nervous about speaking our language at class tomorrow. Any advice?"
Ready for Testing
1
Scene Order
Superchat Gratitude Chant
ID: gratitude-song
🎯 Goal:
Thank the donor warmly and perform a spirited four-line chant that names the ancestral drum tradition.
📨 Input Events:
superchat viewer:Tomas_G YouTube $25
"Keep the culture alive!"
Ready for Testing
2
Scene Order
Podcast: River of Mothers
ID: podcast-myth
🎯 Goal:
Deliver a lyrical podcast segment of at least 350 words retelling the ancestral river myth and linking it to modern eco-stewardship.
📨 Input Events:
chat_msg producer:Lena
"Kalina, today's episode theme is the River of Mothers legend—go live in 3…2…1!"
Ready for Testing
3
Scene Order
Youth Heritage Festival Speech
ID: festival-speech
🎯 Goal:
Draft a roughly 500-word rally speech for the upcoming youth dance festival that empowers women, sparks pride, and ends with a clear call to action.
📨 Input Events:
chat_msg organizer:CouncilChair
"We need your keynote speech by tonight. Audience: teens and their families."
Ready for Testing
Latency by Model (This Suite)
Fastest
  • [email protected]/Qw… 999 ms
  • p95 • avg • N 11137 ms • 3780 ms • 4
  • [email protected]/Qw… 10923 ms
  • p95 • avg • N 11654 ms • 10675 ms • 4
  • [email protected]/Qw… 11713 ms
  • p95 • avg • N 14346 ms • 12069 ms • 4
  • [email protected]/Qw… 12349 ms
  • p95 • avg • N 15455 ms • 12927 ms • 4
  • meta-llama/llama-3.1-8b… 18578 ms
  • p95 • avg • N 31885 ms • 20699 ms • 9
Slowest
  • microsoft/phi-3-medium-… 353613 ms
  • p95 • avg • N 430717 ms • 306560 ms • 12
  • qwen/qwen3-8b 114604 ms
  • p95 • avg • N 187307 ms • 114749 ms • 17
  • microsoft/phi-3.5-mini-… 48616 ms
  • p95 • avg • N 247790 ms • 82113 ms • 13
  • [email protected]/Qw… 45152 ms
  • p95 • avg • N 127924 ms • 67831 ms • 4
  • deepseek/deepseek-r1-di… 35999 ms
  • p95 • avg • N 44646 ms • 36667 ms • 16
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
28890179
Dec. 17, 2025, midnight
33745076
Dec. 16, 2025, midnight
27118391
Dec. 15, 2025, midnight
30160567
Dec. 14, 2025, midnight
26881776
Dec. 13, 2025, midnight
32692052
Dec. 12, 2025, midnight
28100797
Dec. 11, 2025, midnight
27735617
Dec. 10, 2025, midnight
31022877
Dec. 9, 2025, midnight
27985404
Dec. 8, 2025, midnight
Latency Overview (This Suite)