How many answers were correct
Each bar is one benchmark: how many items it answered correctly out of every item in that set. We wrote the questions and answer keys ourselves and had them checked by two native speakers, and every model answers exactly the same items.
8 benchmarks
Pemahaman slang Indonesia37/42 88.1%
Normalisasi teks Indonesiaquestion version 3KeteranganWe asked this benchmark with several different phrasings of the question, on the same items and the same answer key. Scores across phrasings are not directly comparable; open the benchmark page to see them side by side.31/49 63.3%
Normalisasi teks Indonesiaquestion version 2KeteranganWe asked this benchmark with several different phrasings of the question, on the same items and the same answer key. Scores across phrasings are not directly comparable; open the benchmark page to see them side by side.30/49 61.2%
Normalisasi teks Indonesiaquestion version 1KeteranganWe asked this benchmark with several different phrasings of the question, on the same items and the same answer key. Scores across phrasings are not directly comparable; open the benchmark page to see them side by side.29/49 59.2%
Koreksi ejaan Indonesia21/38 55.3%
Tingkat tutur bahasa Jawamultiple choice14/27 51.9%
Arti kata Jawa sehari-hari51/135 37.8%
Tingkat tutur bahasa Jawaopen answer2/6 33.3%
How far the cost pays off
Sorted by the cheapest correct answer first. The left column shows how many items were answered correctly, so a top row with a long left bar means both cheap and accurate.
8 with cost on record
Correct answersCost per correct answer
Normalisasi teks Indonesiaquestion version 1KeteranganWe asked this benchmark with several different phrasings of the question, on the same items and the same answer key. Scores across phrasings are not directly comparable; open the benchmark page to see them side by side.59.2%$0.000024
Normalisasi teks Indonesiaquestion version 2KeteranganWe asked this benchmark with several different phrasings of the question, on the same items and the same answer key. Scores across phrasings are not directly comparable; open the benchmark page to see them side by side.61.2%$0.000027
Normalisasi teks Indonesiaquestion version 3KeteranganWe asked this benchmark with several different phrasings of the question, on the same items and the same answer key. Scores across phrasings are not directly comparable; open the benchmark page to see them side by side.63.3%$0.000028
Tokens used
Input and output are kept apart because they are priced differently, often tenfold. A long output bar means the model talks a lot, and that is where nearly all the cost difference comes from.
75,945 in, 6,352 out
inputoutput
Pemahaman slang Indonesia12,684 · 103
Normalisasi teks Indonesiaquestion version 3KeteranganWe asked this benchmark with several different phrasings of the question, on the same items and the same answer key. Scores across phrasings are not directly comparable; open the benchmark page to see them side by side.12,342 · 916
Normalisasi teks Indonesiaquestion version 2KeteranganWe asked this benchmark with several different phrasings of the question, on the same items and the same answer key. Scores across phrasings are not directly comparable; open the benchmark page to see them side by side.12,963 · 930
Normalisasi teks Indonesiaquestion version 1KeteranganWe asked this benchmark with several different phrasings of the question, on the same items and the same answer key. Scores across phrasings are not directly comparable; open the benchmark page to see them side by side.10,617 · 928
Koreksi ejaan Indonesia12,782 · 186
Tingkat tutur bahasa Jawamultiple choice5,669 · 67
Arti kata Jawa sehari-hari7,669 · 3,100
Tingkat tutur bahasa Jawaopen answer1,219 · 122
Wait time per call
Median wait for a single call on each benchmark. Median rather than mean, so one stalled call does not move the number.
8 with wait time on record
Tingkat tutur bahasa Jawaopen answer0.48 s
Koreksi ejaan Indonesia0.60 s
Tingkat tutur bahasa Jawamultiple choice0.61 s
Normalisasi teks Indonesiaquestion version 3KeteranganWe asked this benchmark with several different phrasings of the question, on the same items and the same answer key. Scores across phrasings are not directly comparable; open the benchmark page to see them side by side.1.64 s
Normalisasi teks Indonesiaquestion version 2KeteranganWe asked this benchmark with several different phrasings of the question, on the same items and the same answer key. Scores across phrasings are not directly comparable; open the benchmark page to see them side by side.1.66 s
Normalisasi teks Indonesiaquestion version 1KeteranganWe asked this benchmark with several different phrasings of the question, on the same items and the same answer key. Scores across phrasings are not directly comparable; open the benchmark page to see them side by side.2.04 s
Test coverage
5/ 6
This model has been tested on 5 of the 6 benchmarks we publish. The rest have not been run, so this page cannot say anything about how it does there.
Earlier question versions
The questions or the key changed after these were measured. Kept as history, not as current results.show 2 rowsclose
Pemahaman slang Indonesia23/27 85.2%
Arti kata Jawa sehari-hari50/135 37.0%
Log10 calls to this model, spread across 5 days.OpenClose
This model is called through a provider id that may not pin a version, so the dates below state which weights were actually tested. Rows marked with a hyphen have a date we inferred from file history rather than recorded at call time, so we do not show a clock time for them.
1 runs
- 22:32Pemahaman slang Indonesiamultiple choice37/42
1 runs
- 19:57Arti kata Jawa sehari-hariword meaning51/135
3 runs
- 06:02Tingkat tutur bahasa Jawaopen answer2/6
- 03:02Pemahaman slang Indonesiamultiple choice23/27
- 02:56Koreksi ejaan Indonesiaopen answer21/38
4 runs
- 22:44Tingkat tutur bahasa Jawamultiple choice14/27
- 18:15Normalisasi teks Indonesiaopen answerPrompt stating the key's rule31/49
- 16:09Normalisasi teks Indonesiaopen answerDetailed prompt forbidding word swaps30/49
- 15:31Normalisasi teks Indonesiaopen answerBuilt-in prompt29/49
1 runs
- 22:15Arti kata Jawa sehari-hariword meaning50/135