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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 2026-11-14 17:17 UTC · refreshes every few minutes

2399 Model & service calls
85.4% Succeeded
1s Median latency
2.5 Calls per graded answer grading purposes only
317554 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 speech239299.7%85.3%1s2s3042770
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.com239399.7%85.3%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 2392 (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) 2399 (100.0%)
0 48 96 145 193 Oct 18: 66.0 Oct 18 Oct 19: 90.0 Oct 20: 59.0 Oct 21: 83.0 Oct 22: 74.0 Oct 23: 62.0 Oct 24: 58.0 Oct 25: 41.0 Oct 25 Oct 26: 58.0 Oct 27: 69.0 Oct 28: 81.0 Oct 29: 66.0 Oct 30: 66.0 Oct 31: 79.0 Nov 1: 62.0 Nov 1 Nov 2: 60.0 Nov 3: 84.0 Nov 4: 96.0 Nov 5: 99.0 Nov 6: 70.0 Nov 7: 156.0 Nov 8: 193.0 Nov 8 Nov 9: 79.0 Nov 10: 115.0 Nov 11: 150.0 Nov 12: 138.0 Nov 13: 81.0 Nov 14: 64.0
Calls over time
0 16 31 46 62 Oct 18: 4.0 Oct 18 Oct 19: 4.0 Oct 20: 5.0 Oct 21: 3.0 Oct 22: 58.0 Oct 23: 62.0 Oct 24: 58.0 Oct 25: 41.0 Oct 25 Oct 26: 58.0 Oct 27: 54.0 Oct 28: 0.0 Oct 29: 0.0 Oct 30: 0.0 Oct 31: 1.0 Nov 1: 0.0 Nov 1 Nov 2: 0.0 Nov 3: 0.0 Nov 4: 0.0 Nov 5: 0.0 Nov 6: 0.0 Nov 7: 0.0 Nov 8: 0.0 Nov 8 Nov 9: 0.0 Nov 10: 0.0 Nov 11: 3.0 Nov 12: 0.0 Nov 13: 0.0 Nov 14: 0.0
Failed calls over time

Calls over time by purpose

0 0 0 1 1 Oct 18: 0.0 Oct 18 Oct 19: 0.0 Oct 20: 0.0 Oct 21: 1.0 Oct 22: 0.0 Oct 23: 0.0 Oct 24: 0.0 Oct 25: 0.0 Oct 25 Oct 26: 0.0 Oct 27: 0.0 Oct 28: 0.0 Oct 29: 0.0 Oct 30: 0.0 Oct 31: 0.0 Nov 1: 0.0 Nov 1 Nov 2: 0.0 Nov 3: 1.0 Nov 4: 0.0 Nov 5: 0.0 Nov 6: 0.0 Nov 7: 0.0 Nov 8: 0.0 Nov 8 Nov 9: 0.0 Nov 10: 0.0 Nov 11: 0.0 Nov 12: 0.0 Nov 13: 0.0 Nov 14: 0.0
Calls: classify
0 0 0 1 1 Oct 18: 0.0 Oct 18 Oct 19: 0.0 Oct 20: 0.0 Oct 21: 1.0 Oct 22: 0.0 Oct 23: 0.0 Oct 24: 0.0 Oct 25: 0.0 Oct 25 Oct 26: 0.0 Oct 27: 0.0 Oct 28: 0.0 Oct 29: 0.0 Oct 30: 0.0 Oct 31: 0.0 Nov 1: 0.0 Nov 1 Nov 2: 0.0 Nov 3: 1.0 Nov 4: 0.0 Nov 5: 0.0 Nov 6: 0.0 Nov 7: 0.0 Nov 8: 0.0 Nov 8 Nov 9: 0.0 Nov 10: 0.0 Nov 11: 0.0 Nov 12: 0.0 Nov 13: 0.0 Nov 14: 0.0
Calls: feedback
0 0 0 1 1 Oct 18: 0.0 Oct 18 Oct 19: 0.0 Oct 20: 0.0 Oct 21: 0.0 Oct 22: 0.0 Oct 23: 0.0 Oct 24: 0.0 Oct 25: 0.0 Oct 25 Oct 26: 0.0 Oct 27: 0.0 Oct 28: 0.0 Oct 29: 0.0 Oct 30: 0.0 Oct 31: 0.0 Nov 1: 0.0 Nov 1 Nov 2: 0.0 Nov 3: 1.0 Nov 4: 0.0 Nov 5: 0.0 Nov 6: 0.0 Nov 7: 0.0 Nov 8: 0.0 Nov 8 Nov 9: 0.0 Nov 10: 0.0 Nov 11: 0.0 Nov 12: 0.0 Nov 13: 0.0 Nov 14: 0.0
Calls: rubric
0 48 96 145 193 Oct 18: 66.0 Oct 18 Oct 19: 90.0 Oct 20: 59.0 Oct 21: 80.0 Oct 22: 74.0 Oct 23: 62.0 Oct 24: 58.0 Oct 25: 41.0 Oct 25 Oct 26: 58.0 Oct 27: 69.0 Oct 28: 80.0 Oct 29: 66.0 Oct 30: 66.0 Oct 31: 79.0 Nov 1: 62.0 Nov 1 Nov 2: 60.0 Nov 3: 81.0 Nov 4: 96.0 Nov 5: 99.0 Nov 6: 70.0 Nov 7: 156.0 Nov 8: 193.0 Nov 8 Nov 9: 79.0 Nov 10: 115.0 Nov 11: 150.0 Nov 12: 138.0 Nov 13: 81.0 Nov 14: 64.0
Calls: tts

Failure reasons

HTTP 401 308
unavailable 21
HTTP 429 12
ReadTimeout 4
HTTP 503 4
HTTP 502 2