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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

un (continuing education) · Last 28 days · computed 2026-11-12 20:47 UTC · refreshes every few minutes

2347 Model & service calls
84.8% Succeeded
1s Median latency
2.5 Calls per graded answer grading purposes only
309379 Characters sent
665 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 speech234099.7%84.7%1s2s2961020
Classification (chat model)20.1%100.0%1s1s867568
Feedback20.1%100.0%2s2s3419419
Code execution10.0%100.0%1s1s110
Speech to text (mic)10.0%100.0%0s0s031
Rubric scoring10.0%100.0%1s1s1172147

By lesson

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

No lesson-attributed calls yet.

By endpoint

HostCallsShareSucceededMedian
speech.ai.unturf.com234199.7%84.8%1s
qwen.ai.unturf.com40.2%100.0%1s
unsandbox10.0%100.0%1s
hermes.ai.unturf.com10.0%100.0%2s

By model

tts-1-f5 2340 (99.7%)
turboderp/Qwen3.8-27B-exl3 5 (0.2%)
python 1 (0.0%)
stt-1-parakeet 1 (0.0%)

By brand

un (continuing education) 2347 (100.0%)
0 66 132 198 264 Oct 16: 50.0 Oct 16 Oct 17: 42.0 Oct 18: 71.0 Oct 19: 84.0 Oct 20: 71.0 Oct 21: 78.0 Oct 22: 73.0 Oct 23: 62.0 Oct 23 Oct 24: 50.0 Oct 25: 44.0 Oct 26: 66.0 Oct 27: 62.0 Oct 28: 80.0 Oct 29: 69.0 Oct 30: 65.0 Oct 30 Oct 31: 84.0 Nov 1: 56.0 Nov 2: 64.0 Nov 3: 86.0 Nov 4: 92.0 Nov 5: 105.0 Nov 6: 61.0 Nov 6 Nov 7: 264.0 Nov 8: 84.0 Nov 9: 91.0 Nov 10: 132.0 Nov 11: 140.0 Nov 12: 121.0
Calls over time
0 17 34 51 68 Oct 16: 4.0 Oct 16 Oct 17: 2.0 Oct 18: 4.0 Oct 19: 5.0 Oct 20: 6.0 Oct 21: 1.0 Oct 22: 68.0 Oct 23: 62.0 Oct 23 Oct 24: 50.0 Oct 25: 44.0 Oct 26: 66.0 Oct 27: 41.0 Oct 28: 0.0 Oct 29: 0.0 Oct 30: 0.0 Oct 30 Oct 31: 1.0 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: 3.0 Nov 11: 0.0 Nov 12: 0.0
Failed calls over time

Calls over time by purpose

0 0 0 1 1 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: 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: 1.0 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 0 0 1 1 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: 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: 1.0 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 0 0 1 1 Oct 16: 0.0 Oct 16 Oct 17: 0.0 Oct 18: 0.0 Oct 19: 0.0 Oct 20: 0.0 Oct 21: 0.0 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: 1.0 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: rubric
0 66 132 198 264 Oct 16: 50.0 Oct 16 Oct 17: 42.0 Oct 18: 71.0 Oct 19: 84.0 Oct 20: 71.0 Oct 21: 75.0 Oct 22: 73.0 Oct 23: 62.0 Oct 23 Oct 24: 50.0 Oct 25: 44.0 Oct 26: 66.0 Oct 27: 62.0 Oct 28: 79.0 Oct 29: 69.0 Oct 30: 65.0 Oct 30 Oct 31: 84.0 Nov 1: 56.0 Nov 2: 64.0 Nov 3: 83.0 Nov 4: 92.0 Nov 5: 105.0 Nov 6: 61.0 Nov 6 Nov 7: 264.0 Nov 8: 84.0 Nov 9: 91.0 Nov 10: 132.0 Nov 11: 140.0 Nov 12: 121.0
Calls: tts

Failure reasons

HTTP 401 308
unavailable 21
HTTP 429 18
ReadTimeout 4
HTTP 503 4
HTTP 502 2