Run: 2026-05-20-01KS261G98GQ0CGFTHVYRJDVTS

Run Details

Model:: Gemini 3.5 Flash (Reasoning, Minimal)
Test:: Language Writing
Scenario:: Character dialogue (Hindi) in a story
Duration:: 4.1s
Cost:: $0.005518
Provider:: Google AI Studio

Evaluation summary

Score	Evaluator	Details Link
100.00%	Parse dialogue	(details)

Model input

System

You are an expert novel author in the cozy mystery genre.

Take the following details about characters/locations/... into account:
<character name="Selvi">
Selvi is a 30-year old college student on a study abroad program. Born in India, she is fluent in Hindi and does not yet know any English.
She enjoys landscape photography and is always seen with her camera.
</character>
<character name="Hunter">
Hunter is a 35-year old detective who is investigating a series of mysterious disappearances in the small town of Alborn, MN.
He is a former marine and has a no-nonsense attitude.
Hunter has no knowledge of Hindi, not even basic phrases.
</character>
<location name="Alborn, MN">
Alborne is a small town in the Midwest with a population of 3,000. It is known for its annual apple festival.
</location>

User/Human

Write the following scene:

Selvi is sitting at a cafe, looking at her camera. Hunter approaches her and asks her about a recent event in the town.
She responds troubled and shaken in Hindi, and Hunter looks confused.

They talk for a while, until Hunter gets a call and has to leave.

Return the dialogue between Selvi and Hunter as a voice sheet:

Selvi: "..."
Hunter: "..."

Model response

Selvi: "अरे नहीं... ये तो बहुत ही भयानक है। मैंने जो देखा, मैं उसे भूल नहीं पा रही हूँ।"

Hunter: "Excuse me, ma'am? Do you mind if I have a seat? I'm Detective Hunter, with the local PD. I noticed you've been taking photos around town, and I wanted to ask if you were near the old orchards yesterday afternoon."

Selvi: "मैंने कल शाम को नदी के पास कुछ तस्वीरें खींची थीं। वहाँ पेड़ बहुत सुंदर थे, लेकिन फिर मैंने... मैंने पुलिस को देखा। वहाँ क्या हुआ था? क्या वह गायब हुआ आदमी सचमुच..."

Hunter: "Slow down, slow down. I don't speak... is that Hindi? Look, I just need to know if you saw anyone unusual near the red barn. A tall guy, wearing a blue jacket? Did you happen to catch him on your camera?"

Selvi: "मुझे अंग्रेजी समझ नहीं आ रही है। आप क्या पूछ रहे हैं? इस कैमरे में... इस कैमरे में कुछ ऐसी तस्वीरें हैं जो शायद आपके काम आ सकती हैं। पर मुझे बहुत डर लग रहा है। Alborn जगह तो शांत होनी चाहिए थी, फिर ऐसा क्यों हुआ?"

Hunter: "Right. You're pointing at the camera. Did you take a picture of something you shouldn't have? Show me. Just let me see the screen."

Selvi: "नहीं, मैं आपको अपना कैमरा ऐसे ही नहीं दे सकती। यह बहुत महंगा है और मेरी पढ़ाई का हिस्सा है। पर पुलिस वाले साहब, क्या यहाँ सचमुच लोग गायब हो रहे हैं? मुझे अपने घर वापस जाना है।"

Hunter: "I’m not trying to take your camera, ma'am. Look at my hands. I just want to look. Look. See? *Look*."

Selvi: "आप परेशान क्यों हो रहे हैं? मैं तो बस आपकी मदद करना चाहती हूँ, लेकिन भाषा ही समझ नहीं आ रही। हे भगवान, मैं किससे बात करूँ?"

Hunter: "Okay, this is going nowhere. Let me get a translation app on my phone—"

[Hunter's phone rings loudly. He glares at the screen, sighs, and presses it to his ear.]

Hunter: "Hunter here. ... What? Where? No, don't touch the perimeter, I'm on my way."

[Hunter stands up, pockets his phone, and tips his hat to Selvi.]

Hunter: "I have to go. Duty calls. But don't leave Alborn anytime soon, okay? We're going to need to finish this conversation. Stay safe."

Selvi: "अरे, आप जा रहे हैं? बिना तस्वीरें देखे? अजीब पुलिस वाले हैं यहाँ के..."

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Selvi"

dialogue

"अरे नहीं... ये तो बहुत ही भयानक है। मैंने जो देखा, मैं उसे भूल नहीं पा रही हूँ।"

detectedLang

"hi"

heavyLang

"hi"

scores

hi	0.8836983911610777
mr	0.8787388843977365

reliable

true

passes

true

name

"Hunter"

dialogue

"Excuse me, ma'am? Do you mind if I have a seat? I'm Detective Hunter, with the local PD. I noticed you've been taking photos around town, and I wanted to ask if you were near the old orchards yesterday afternoon."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7884062599808368
tl	0.5883814849332091
pt	0.4582992641046607
fr	0.4479166666666667
no	0.4087460954930835
da	0.3988203266787659
it	0.3902439024390244
ro	0.38770794824399263
es	0.38657407407407407
sq	0.3681449690033381
nl	0.3663318986131038
ca	0.3660287081339713
sk	0.3414512922465209
cs	0.3294534412955466
yo	0.3212090163934426
sl	0.3173621844410098
pl	0.3170103092783505
sv	0.3070083682008369
hr	0.29483767961681745
de	0.25977653631284914
lv	0.2514124293785311
et	0.22287390029325513
ms	0.2145820983995258
lt	0.1989117291414752
hu	0.19009779951100245
tr	0.18058132343846628
vi	0.15551306564690887
fi	0.14128321451717435
is	0.13624511082138202
az	0.09122085048010975
hi	0.05492154065620542
be	0.05017921146953405
eu	0.05017921146953405
uk	0.045389048991354465

reliable

true

passes

true

name

"Selvi"

dialogue

"मैंने कल शाम को नदी के पास कुछ तस्वीरें खींची थीं। वहाँ पेड़ बहुत सुंदर थे, लेकिन फिर मैंने... मैंने पुलिस को देखा। वहाँ क्या हुआ था? क्या वह गायब हुआ आदमी सचमुच..."

detectedLang

"hi"

heavyLang

"hi"

scores

hi	0.8811180700533519
mr	0.8799906334152909

reliable

true

passes

true

name

"Hunter"

dialogue

"Slow down, slow down. I don't speak... is that Hindi? Look, I just need to know if you saw anyone unusual near the red barn. A tall guy, wearing a blue jacket? Did you happen to catch him on your camera?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7958257713248639
tl	0.6300559026635975
sv	0.49324324324324326
da	0.40476190476190477
no	0.3935309973045822
et	0.3902439024390244
yo	0.3644067796610169
nl	0.3508366993652625
it	0.3382352941176471
ms	0.33234421364985167
ca	0.32915921288014316
hr	0.3202416918429003
cs	0.31652490886998785
fr	0.2951127819548872
hu	0.2951127819548872
pl	0.2857142857142857
sk	0.2666232073011734
is	0.2647058823529412
es	0.2584047462096243
ro	0.25595238095238093
de	0.2549668874172185
sq	0.24799465240641713
sl	0.20269312544294826
lv	0.1847826086956522
lt	0.1812227074235808
pt	0.16169895678092397
fi	0.1591928251121076
hi	0.12587412587412586
tr	0.11556603773584906
az	0.10572337042925278
vi	0.10572337042925278
be	0.058577405857740586
eu	0.058577405857740586
uk	0.05303030303030303

reliable

true

passes

true

name

"Selvi"

dialogue

"मुझे अंग्रेजी समझ नहीं आ रही है। आप क्या पूछ रहे हैं? इस कैमरे में... इस कैमरे में कुछ ऐसी तस्वीरें हैं जो शायद आपके काम आ सकती हैं। पर मुझे बहुत डर लग रहा है। Alborn जगह तो शांत होनी चाहिए थी, फिर ऐसा क्यों हुआ?"

detectedLang

"hi"

heavyLang

"hi"

scores

hi	0.8744957418198117
mr	0.8659003831417624

reliable

true

passes

true

name

"Hunter"

dialogue

"Right. You're pointing at the camera. Did you take a picture of something you shouldn't have? Show me. Just let me see the screen."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8145572554473807
tl	0.682665608885363
no	0.47950553025374104
nl	0.4715984147952444
da	0.46631087391594395
fr	0.4497936726272352
it	0.42528735632183906
ro	0.3930197268588771
es	0.37791601866251945
yo	0.37694704049844235
ms	0.36808846761453395
pt	0.36
de	0.35846030473135526
sl	0.3553585817888799
et	0.34959349593495936
sv	0.3360995850622407
sq	0.31565440547476475
cs	0.28698752228163993
ca	0.2825112107623318
hr	0.24882629107981222
is	0.2300288739172281
fi	0.2172211350293542
pl	0.19759277833500502
lt	0.17355371900826447
hu	0.16317991631799164
sk	0.13978494623655913
tr	0.08779931584948689
az	0.08045977011494253
eu	0.08045977011494253
lv	0.08045977011494253
vi	0.08045977011494253

reliable

true

passes

true

name

"Selvi"

dialogue

"नहीं, मैं आपको अपना कैमरा ऐसे ही नहीं दे सकती। यह बहुत महंगा है और मेरी पढ़ाई का हिस्सा है। पर पुलिस वाले साहब, क्या यहाँ सचमुच लोग गायब हो रहे हैं? मुझे अपने घर वापस जाना है।"

detectedLang

"hi"

heavyLang

"hi"

scores

hi	0.87884834663626
mr	0.8696585565324064

reliable

true

passes

true

name

"Hunter"

dialogue

"I’m not trying to take your camera, ma'am. Look at my hands. I just want to look. Look. See? Look."

detectedLang

"en"

heavyLang

"en"

scores

en	0.800531914893617
tl	0.675925925925926
da	0.5329181494661922
no	0.5253164556962026
sv	0.4892996108949417
pl	0.4491080797481637
nl	0.4230769230769231
et	0.38953488372093026
cs	0.38016528925619836
ca	0.37648456057007124
ro	0.375
sk	0.3558282208588957
it	0.34210526315789475
hr	0.3269230769230769
de	0.31994818652849744
is	0.31994818652849744
fr	0.3
yo	0.29906542056074764
sl	0.27486187845303867
lv	0.2605633802816902
lt	0.24132947976878616
ms	0.2222222222222222
tr	0.21991084695393756
sq	0.2033383915022762
eu	0.17711598746081506
es	0.15865384615384615
be	0.11764705882352942
hu	0.11317567567567569
az	0.10714285714285714
uk	0.10714285714285714
vi	0.10714285714285714

reliable

true

passes

true

name

"Selvi"

dialogue

"आप परेशान क्यों हो रहे हैं? मैं तो बस आपकी मदद करना चाहती हूँ, लेकिन भाषा ही समझ नहीं आ रही। हे भगवान, मैं किससे बात करूँ?"

detectedLang

"hi"

heavyLang

"hi"

scores

hi	0.8804943453421943
mr	0.8729863692688972

reliable

true

passes

true

name

"Hunter"

dialogue

"Okay, this is going nowhere. Let me get a translation app on my phone—"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8057498057498058
tl	0.6136012364760433
fr	0.602543720190779
de	0.5519713261648745
nl	0.5503597122302158
da	0.500998003992016
yo	0.49238578680203043
cs	0.4813278008298755
sq	0.46808510638297873
et	0.42594718714121704
fi	0.42528735632183906
sk	0.414519906323185
pl	0.41245593419506466
sl	0.40617577197149646
sv	0.39759036144578314
es	0.3834771886559803
ca	0.38271604938271603
hu	0.38271604938271603
pt	0.3811881188118812
no	0.3757802746566792
vi	0.3678887484197219
it	0.34895833333333337
is	0.34810951760104303
hr	0.34469200524246396
ro	0.30747922437673125
tr	0.29577464788732394
ms	0.2917847025495751
lt	0.2295839753466872
eu	0.21507064364207218
lv	0.21507064364207218
az	0.20508744038155804
hi	0.14383561643835618
zh	0.1334488734835355

reliable

true

passes

true

name

"Hunter"

dialogue

"Hunter here. ... What? Where? No, don't touch the perimeter, I'm on my way."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8140900195694717
tl	0.4973544973544973
sq	0.48814655172413796
no	0.47802197802197804
fr	0.4762954796030871
ca	0.43317422434367536
pt	0.40624999999999994
sk	0.40176322418136023
da	0.391025641025641
sv	0.391025641025641
nl	0.38391699092088194
ms	0.3790849673202614
et	0.3658210947930574
es	0.3606998654104979
tr	0.35983827493261455
pl	0.3457300275482094
hr	0.343015214384509
de	0.34119278779472956
fi	0.31654676258992803
it	0.3115942028985507
lv	0.2857142857142857
yo	0.2770167427701674
cs	0.2531446540880503
ro	0.2238562091503268
sl	0.20168067226890754
hi	0.15026833631484796
lt	0.11048689138576778

reliable

true

passes

true

name

"Hunter"

dialogue

"I have to go. Duty calls. But don't leave Alborn anytime soon, okay? We're going to need to finish this conversation. Stay safe."

detectedLang

"en"

heavyLang

"en"

scores

en	0.800548491647968
tl	0.5180722891566265
fr	0.4528043775649795
da	0.44751381215469616
it	0.3635640413683373
yo	0.3635640413683373
de	0.35275080906148865
ca	0.33554817275747506
no	0.33388842631140714
sv	0.32829554995801846
pl	0.31565440547476475
ro	0.28825622775800713
sq	0.2694063926940639
es	0.2523364485981308
hr	0.24170616113744076
lv	0.2366412213740458
lt	0.2300288739172281
nl	0.2300288739172281
cs	0.2277992277992278
sk	0.20318725099601595
et	0.20159680638722555
pt	0.18283963227783454
tr	0.15254237288135594
az	0.13606911447084233
is	0.13232104121475055
sl	0.13137893593919653
ja	0.1111111111111111
fi	0.09297052154195011
zh	0.08779931584948689
be	0.08045977011494253
ms	0.08045977011494253
hu	0.07727797001153403
uk	0.07300115874855156
vi	0.07300115874855156

reliable

true

passes

true

name

"Selvi"

dialogue

"अरे, आप जा रहे हैं? बिना तस्वीरें देखे? अजीब पुलिस वाले हैं यहाँ के..."

detectedLang

"hi"

heavyLang

"hi"

scores

hi	0.8855949064862714
mr	0.883177570093458

reliable

true

passes

true