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Analytics

Public & anonymized. Same page for everyone, no account needed. Rows hold shape, never identity: no ip, no cookie id, no user id, no answer text. Cells under 7 observations stay hidden. How this data works · JSON

nu (pre-K through grade 12) · Last 28 days · computed 2026-11-12 20:36 UTC · refreshes every few minutes

273 Model & service calls
98.5% Succeeded
1s Median latency
2.17 Calls per graded answer grading purposes only
66697 Characters sent
1791 Characters received

Every outbound call to a language model, the decision classifier, translation, speech, lesson generation or code execution. Purpose, host, latency & outcome only. No prompt or completion text.

By purpose

PurposeCallsShareSucceededMedian95thChars inChars out
Text to speech25392.7%98.8%1s1s312310
Classification (chat model)72.6%85.7%1s10s25943249
Code execution62.2%100.0%1s1s650
Feedback62.2%100.0%1s2s94581516
Speech to text (mic)10.4%100.0%0s0s026

By lesson

Which lessons drove model calls — chat, feedback and speech attributed to the lesson the learner was on.

LessonSubjectCallsShare
Python: First Stepscomputer_science197.0%

By endpoint

HostCallsShareSucceededMedian
speech.ai.unturf.com25493.0%98.8%1s
hermes.ai.unturf.com114.0%90.9%1s
unsandbox62.2%100.0%1s
qwen.ai.unturf.com20.7%100.0%1s

By model

tts-1-f5 253 (92.7%)
turboderp/Qwen3.8-27B-exl3 13 (4.8%)
python 6 (2.2%)
stt-1-parakeet 1 (0.4%)

By brand

nu (pre-K through grade 12) 273 (100.0%)
0 50 100 149 199 Oct 16: 0.0 Oct 16 Oct 17: 1.0 Oct 18: 0.0 Oct 19: 0.0 Oct 20: 1.0 Oct 21: 23.0 Oct 22: 0.0 Oct 23: 2.0 Oct 23 Oct 24: 0.0 Oct 25: 0.0 Oct 26: 1.0 Oct 27: 0.0 Oct 28: 4.0 Oct 29: 1.0 Oct 30: 1.0 Oct 30 Oct 31: 0.0 Nov 1: 0.0 Nov 2: 4.0 Nov 3: 1.0 Nov 4: 1.0 Nov 5: 10.0 Nov 6: 3.0 Nov 6 Nov 7: 199.0 Nov 8: 12.0 Nov 9: 3.0 Nov 10: 3.0 Nov 11: 1.0 Nov 12: 2.0
Calls over time
0 0 1 2 2 Oct 16: 0.0 Oct 16 Oct 17: 0.0 Oct 18: 0.0 Oct 19: 0.0 Oct 20: 0.0 Oct 21: 1.0 Oct 22: 0.0 Oct 23: 2.0 Oct 23 Oct 24: 0.0 Oct 25: 0.0 Oct 26: 1.0 Oct 27: 0.0 Oct 28: 0.0 Oct 29: 0.0 Oct 30: 0.0 Oct 30 Oct 31: 0.0 Nov 1: 0.0 Nov 2: 0.0 Nov 3: 0.0 Nov 4: 0.0 Nov 5: 0.0 Nov 6: 0.0 Nov 6 Nov 7: 0.0 Nov 8: 0.0 Nov 9: 0.0 Nov 10: 0.0 Nov 11: 0.0 Nov 12: 0.0
Failed calls over time

Calls over time by purpose

0 2 4 5 7 Oct 16: 0.0 Oct 16 Oct 17: 0.0 Oct 18: 0.0 Oct 19: 0.0 Oct 20: 0.0 Oct 21: 7.0 Oct 22: 0.0 Oct 23: 0.0 Oct 23 Oct 24: 0.0 Oct 25: 0.0 Oct 26: 0.0 Oct 27: 0.0 Oct 28: 0.0 Oct 29: 0.0 Oct 30: 0.0 Oct 30 Oct 31: 0.0 Nov 1: 0.0 Nov 2: 0.0 Nov 3: 0.0 Nov 4: 0.0 Nov 5: 0.0 Nov 6: 0.0 Nov 6 Nov 7: 0.0 Nov 8: 0.0 Nov 9: 0.0 Nov 10: 0.0 Nov 11: 0.0 Nov 12: 0.0
Calls: classify
0 2 3 4 6 Oct 16: 0.0 Oct 16 Oct 17: 0.0 Oct 18: 0.0 Oct 19: 0.0 Oct 20: 0.0 Oct 21: 6.0 Oct 22: 0.0 Oct 23: 0.0 Oct 23 Oct 24: 0.0 Oct 25: 0.0 Oct 26: 0.0 Oct 27: 0.0 Oct 28: 0.0 Oct 29: 0.0 Oct 30: 0.0 Oct 30 Oct 31: 0.0 Nov 1: 0.0 Nov 2: 0.0 Nov 3: 0.0 Nov 4: 0.0 Nov 5: 0.0 Nov 6: 0.0 Nov 6 Nov 7: 0.0 Nov 8: 0.0 Nov 9: 0.0 Nov 10: 0.0 Nov 11: 0.0 Nov 12: 0.0
Calls: feedback
0 50 100 149 199 Oct 16: 0.0 Oct 16 Oct 17: 1.0 Oct 18: 0.0 Oct 19: 0.0 Oct 20: 1.0 Oct 21: 4.0 Oct 22: 0.0 Oct 23: 2.0 Oct 23 Oct 24: 0.0 Oct 25: 0.0 Oct 26: 1.0 Oct 27: 0.0 Oct 28: 3.0 Oct 29: 1.0 Oct 30: 1.0 Oct 30 Oct 31: 0.0 Nov 1: 0.0 Nov 2: 4.0 Nov 3: 1.0 Nov 4: 1.0 Nov 5: 10.0 Nov 6: 3.0 Nov 6 Nov 7: 199.0 Nov 8: 12.0 Nov 9: 3.0 Nov 10: 3.0 Nov 11: 1.0 Nov 12: 2.0
Calls: tts

Failure reasons

HTTP 401 2
unavailable 1
ReadTimeout 1