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chandra/FULL_BENCHMARKS.md
Vik Paruchuri 35e18c03ba README updates
2026-03-17 10:14:36 -04:00

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Full 90-Language Benchmark

This is a comprehensive multilingual evaluation covering 90 languages, comparing Chandra 2 against Gemini 2.5 Flash. The average scores are lower than the 43-language benchmark because this includes many lower-resource languages.

Overall Scores

Chandra 2 Gemini 2.5 Flash
Average 72.7% +/- 1.2% 60.8% +/- 1.3%

Results by Language

Language Chandra 2 Gemini 2.5 Flash
af 80.4% 85.8%
am 34.4% 0.5%
ar 68.4% 84.4%
as 35.8% 23.1%
az 75.2% 74.0%
be 80.7% 66.4%
bg 83.1% 64.3%
bn 72.8% 55.3%
br 90.0% 69.4%
bs 84.8% 85.1%
ca 85.1% 88.0%
cs 85.3% 79.1%
cy 82.2% 77.6%
da 91.1% 86.0%
de 94.8% 88.3%
el 85.6% 83.5%
en 96.6% 90.3%
eo 80.1% 71.9%
es 89.3% 86.8%
et 75.2% 73.7%
eu 80.2% 74.6%
fa 75.1% 61.8%
fi 83.4% 86.0%
fr 93.7% 86.1%
fy 81.2% 70.1%
ga 80.9% 70.1%
gd 71.8% 59.5%
gl 80.9% 80.9%
gu 70.8% 47.6%
ha 72.1% 59.1%
he 70.4% 50.9%
hi 78.4% 82.7%
hr 90.1% 88.2%
hu 82.1% 84.5%
hy 64.2% 42.1%
id 91.6% 88.3%
is 77.3% 72.2%
it 94.6% 85.7%
ja 86.9% 80.0%
jv 73.2% 80.4%
ka 77.0% 39.3%
kk 80.5% 77.2%
km 46.1% 6.3%
kn 63.2% 24.5%
ko 81.5% 84.8%
ku 62.0% 63.2%
ky 81.2% 69.8%
la 73.8% 70.5%
lo 60.9% 13.3%
lt 79.8% 70.5%
lv 76.9% 81.5%
mg 81.2% 78.4%
mk 83.5% 77.4%
ml 64.3% 23.8%
mn 88.4% 71.4%
mr 75.0% 69.7%
ms 79.3% 79.8%
my 55.9% 15.8%
ne 45.3% 43.0%
nl 88.6% 87.5%
no 90.5% 87.8%
or 31.1% 11.2%
pa 48.3% 22.4%
pl 91.5% 91.1%
ps 12.6% 13.3%
pt 95.2% 89.4%
ro 84.5% 76.7%
ru 85.5% 82.8%
sa 51.1% 44.6%
sd 50.0% 29.3%
si 62.4% 26.2%
sk 77.3% 81.2%
sl 81.0% 80.1%
so 82.4% 69.9%
sq 75.3% 77.1%
sr 90.3% 89.7%
su 85.7% 96.4%
sv 93.3% 91.1%
sw 88.9% 80.9%
ta 77.7% 53.9%
te 58.6% 33.3%
th 62.6% 66.7%
tr 84.1% 84.1%
ug 25.8% 5.4%
uk 91.0% 87.9%
ur 44.1% 57.6%
uz 77.2% 52.8%
vi 82.6% 89.5%
xh 82.1% 62.1%
yi 24.9% 6.8%
zh 88.7% 70.0%