NC Bench
Overview
About
Tests
Categories
Models
Vendors
Compare
Run: 2025-11-18-01KACPCRRW65ME56NNE3T9E3BR
Run Details
Model:
Gemini 2.5 Flash
Test:
Language Writing
Scenario:
Character dialogue (Hindi) in a story
Duration:
7.2s
Cost:
$0.003162
Provider:
Google AI Studio
Evaluation summary
Score
Evaluator
Details Link
91.67%
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
Messages
Meta
AI
Here's the scene with dialogue formatted as a voice sheet: Selvi sat hunched over a small, round table at the Apple Blossom Cafe, the clatter of ceramic and the gentle murmur of Sunday morning chatter fading into the background of her anxiety. Her camera, a sturdy Canon with a well-worn strap, was clutched in her hands, her thumb stroking the smooth casing as her eyes darted over the images on the display screen. Rolling hills, vibrant green under a clear sky, an old stone bridge reflecting in a glassy creek – the beauty of Alborn, Minnesota, that had once brought her such joy now felt… distant. Ethereal, like a ghost of happier times. A shadow fell over her, and she looked up, her heart giving a startled flutter. A tall man stood beside her table, his presence commanding without being overtly aggressive. He had an intensity in his gaze that made her instinctively pull her camera a little closer. Hunter: "Excuse me, miss? Do you have a moment?" Selvi’s brow furrowed. The words were a jumble, a foreign sound, and she could only offer a small, hesitant shake of her head. She knew no English, and the sudden approach of this serious-looking man sent a prickle of unease down her spine. Hunter: "My name's Detective Hunter. I'm investigating some… recent events in Alborn. I understand you're new to town, on a study abroad program." He gestured vaguely around the cafe, then towards her, his expression expectant. Selvi could only stare, her mouth slightly open. He was talking *at* her, not *to* her, and the rapid pace of his unfamiliar words only heightened her sense of isolation. Selvi: "जी, मैं… मुझे समझ नहीं आया। मुझे अंग्रेजी नहीं आती।" (Ji, main… Mujhe samajh nahin aaya. Mujhe Angrezi nahin aati.) Hunter blinked, a flicker of confusion crossing his features. The words were… not English. He ran a hand over his short-cropped hair, making a mental note that this was going to be more complicated than he’d thought. Hunter: "Right. Okay. Uh… I’m looking for information about… have you seen anything unusual? Anyone… missing?" He mimed a person vanishing with his hands, hoping the gesture might bridge the linguistic gap. Selvi watched his movements, her eyes wide. Missing. The word, though unheard, seemed to transmit its meaning through his troubled expression, through the tense set of his shoulders. She remembered the hushed whispers she'd overheard, the changed atmosphere in town, the way people’s eyes darted around, like prey. A shiver ran through her. Selvi: "गायब हो गए लोग… वो सब क्या हो रहा है यहाँ? मैं डरी हुई हूँ। मुझे कुछ समझ नहीं आ रहा, लेकिन हर कोई परेशान है। क्या हुआ है?" (Gayab ho gaye log… Woh sab kya ho raha hai yahaan? Main dari hui hoon. Mujhe kuch samajh nahin aa raha, lekin har koi pareshan hai. Kya hua hai?) Hunter leaned slightly closer, his confusion deepening. He could hear the distress in her voice, the tremor in her hands as she clutched her camera. She was troubled, undeniably shaken, but her words remained a mystery. He wished he had a translator, or even a phrasebook, but he hadn't anticipated this. Hunter: "I… I can see you're upset. Are you saying… you know something? Or you've heard things?" He tried to slow his speech, to articulate each word clearly, hoping some universal human signal might get through. Selvi shook her head vigorously, her long hair swaying. Selvi: "मैं तो बस तस्वीरें ले रही थी। सब कुछ इतना सुंदर था। लेकिन अब… अब यह सब ठीक नहीं है। मैं घर जाना चाहती हूँ।" (Main toh bas tasveerein le rahi thi. Sab kuch itna sundar tha. Lekin ab… ab yeh sab theek nahin hai. Main ghar jaana chahti hoon.) Hunter sighed, a frustrated sound barely audible above the cafe noise. He could see the fear in her eyes, but he felt like he was running into a brick wall. He pulled out a small notepad and a pen. Hunter: "Do you… write English? Maybe… can you draw something? If you've seen anything?" He pushed the notepad across the table towards her. Selvi looked at the blank page, then back at him, her expression a mix of sorrow and helplessness. She picked up the pen but only traced a hesitant circle on the paper. Just then, Hunter’s phone vibrated with a sharp, insistent buzz. He pulled it from his pocket, glanced at the caller ID, and his no-nonsense attitude snapped back into focus. Hunter: "Excuse me for a second." He stepped a few feet away, pressing the phone to his ear. Selvi watched him, her hand still resting on the pen. She could only catch snippets – "woods," "another one," "respond immediately." His face grew grimmer with each hurried word. He ended the call, his eyes sweeping the cafe one last time, a renewed urgency in their depths. He looked back at Selvi, opened his mouth to say something, then seemed to think better of it. Hunter: "Look, I’m sorry, I have to go. Something’s come up. But… stay safe, okay?" Selvi: "जी?" (Ji?) Hunter gave her a quick, almost apologetic nod, then turned and strode out of the cafe, his powerful frame quickly disappearing from view. Selvi watched him go, then slowly brought her camera back up, staring at the cheerful landscape images now feeling colder, more desolate than before.
created_at
"2025-11-18T23:57:02.924217+00:00"
11/18/2025, 11:57:02 PM
model
"google/gemini-2.5-flash"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
453
moderation_latency
(null)
generation_time
7130
tokens_prompt
273
tokens_completion
1299
native_tokens_prompt
289
native_tokens_completion
1230
native_tokens_completion_images
0
native_tokens_reasoning
0
native_tokens_cached
0
num_media_prompt
(null)
num_input_audio_prompt
(null)
num_media_completion
0
num_search_results
(null)
origin
"https://ncbench.com/"
is_byok
false
finish_reason
"stop"
native_finish_reason
"STOP"
usage
0.0031617
api_type
"completions"
id
"gen-1763510215-fkiMNqDTEiasvMYeRy7Q"
upstream_id
(null)
total_cost
0.0031617
cache_discount
(null)
upstream_inference_cost
0
provider_name
"Google AI Studio"
Evaluation details
Result
Evaluator
Details
Meta Data
91.67%
Parse dialogue
n/a
dialogue
0
name
"Hunter"
dialogue
"Excuse me, miss? Do you have a moment?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.7831743278404163
sq
0.6556473829201103
cs
0.6532593619972261
pt
0.6522948539638386
fr
0.622356495468278
sk
0.6136012364760433
pl
0.6075353218210361
ca
0.5791245791245792
tl
0.5741056218057922
es
0.5629370629370629
nl
0.558303886925795
ro
0.552772808586762
sl
0.5437956204379563
hr
0.5412844036697247
it
0.5370370370370371
da
0.5335820895522388
yo
0.5098039215686274
no
0.4769874476987448
hu
0.4669509594882729
de
0.4529540481400437
vi
0.419953596287703
et
0.3872549019607844
ms
0.37027707808564225
fi
0.3556701030927836
az
0.34725848563968675
sv
0.33510638297872336
lt
0.24698795180722888
tr
0.23547400611620795
is
0.23076923076923078
eu
0.21875
lv
0.21875
reliable
true
passes
true
1
name
"Hunter"
dialogue
"My name's Detective Hunter. I'm investigating some… recent events in Alborn. I understand you're new to town, on a study abroad program."
detectedLang
"en"
heavyLang
"en"
scores
en
0.7886070315976857
tl
0.6385083713850837
ro
0.6209098164405427
sv
0.5896328293736501
nl
0.5818661971830986
da
0.5814977973568282
no
0.5802032699955811
cs
0.5632183908045977
it
0.5587552252670692
fr
0.5520980669495521
hr
0.5476190476190477
de
0.5445829338446788
sk
0.543927028324532
ca
0.5372625426205553
sl
0.5230923694779117
pl
0.5075168481078279
pt
0.4957537154989384
sq
0.4398584905660377
es
0.4139420111042566
lt
0.3811074918566776
ms
0.3766404199475065
yo
0.3745885450954575
lv
0.37376400791034936
et
0.3319268635724332
hu
0.27811550151975684
tr
0.2725880551301685
is
0.2692307692307693
az
0.2607003891050583
fi
0.22258592471358432
eu
0.12280701754385964
vi
0.12280701754385964
hi
0.08123791102514508
be
0.06862745098039216
uk
0.06219151036525173
reliable
true
passes
true
2
name
"Selvi"
dialogue
"जी, मैं… मुझे समझ नहीं आया। मुझे अंग्रेजी नहीं आती।"
detectedLang
"hi"
heavyLang
"hi"
scores
hi
0.878133704735376
mr
0.8715596330275229
reliable
true
passes
true
3
name
"Hunter"
dialogue
"Right. Okay. Uh… I’m looking for information about… have you seen anything unusual? Anyone… missing?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8109773172780734
tl
0.6820536975977392
da
0.5633893919793014
fr
0.4819646968534152
no
0.47224394057857705
de
0.4672454617205999
nl
0.4573954983922829
sv
0.4298986486486487
pt
0.4058098591549295
ms
0.3270189431704885
sq
0.30769230769230765
et
0.3019648397104447
yo
0.266304347826087
es
0.2557883131201764
cs
0.24832962138084633
is
0.24832962138084633
ca
0.24496644295302009
it
0.23295454545454544
az
0.22055427251732102
fi
0.19161676646706588
pl
0.18870192307692307
lt
0.17883211678832117
ro
0.1758241758241758
lv
0.17380660954712362
hr
0.17177914110429449
sk
0.17076167076167076
eu
0.16563658838071693
sl
0.16149068322981366
zh
0.10239361702127658
tr
0.09395973154362416
hu
0.08536585365853659
reliable
true
passes
true
4
name
"Selvi"
dialogue
"गायब हो गए लोग… वो सब क्या हो रहा है यहाँ? मैं डरी हुई हूँ। मुझे कुछ समझ नहीं आ रहा, लेकिन हर कोई परेशान है। क्या हुआ है?"
detectedLang
"hi"
heavyLang
"hi"
scores
hi
0.8795724823122083
mr
0.8679214132408783
reliable
true
passes
true
5
name
"Hunter"
dialogue
"I… I can see you're upset. Are you saying… you know something? Or you've heard things?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8090214623499454
tl
0.5474137931034483
tr
0.31994818652849744
ro
0.3119266055045872
et
0.3073878627968338
no
0.29245283018867924
ca
0.2905405405405405
da
0.2866847826086956
sv
0.2857142857142857
cs
0.2584745762711864
nl
0.25742574257425743
is
0.22337278106508876
az
0.21052631578947367
hr
0.20933734939759033
sq
0.2033383915022762
pl
0.1935483870967742
it
0.1796875
fi
0.16666666666666666
de
0.15458937198067632
yo
0.14215686274509806
es
0.12935323383084577
fr
0.12935323383084577
ms
0.12935323383084577
pt
0.12935323383084577
sk
0.12060301507537688
be
0.11764705882352942
hu
0.11317567567567569
lt
0.10714285714285714
lv
0.10714285714285714
uk
0.10714285714285714
vi
0.10714285714285714
reliable
true
passes
true
6
name
"Selvi"
dialogue
"मैं तो बस तस्वीरें ले रही थी। सब कुछ इतना सुंदर था। लेकिन अब… अब यह सब ठीक नहीं है। मैं घर जाना चाहती हूँ।"
detectedLang
"hi"
heavyLang
"hi"
scores
hi
0.8810901144105926
mr
0.8767980820458178
reliable
true
passes
true
7
name
"Hunter"
dialogue
"Do you… write English? Maybe… can you draw something? If you've seen anything?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8032311516155758
tl
0.38946015424164526
pt
0.3300423131170663
sq
0.31358381502890176
sk
0.31059506531204645
cs
0.30758017492711365
hr
0.28785607196401797
sl
0.28785607196401797
sv
0.2658423493044822
ro
0.25196850393700787
ms
0.24000000000000002
pl
0.2313915857605178
vi
0.18941979522184302
et
0.16225749559082892
no
0.14721723518850988
es
0.1410488245931284
yo
0.1410488245931284
az
0.1394927536231884
ca
0.1394927536231884
tr
0.1394927536231884
da
0.1316270566727605
de
0.1316270566727605
fr
0.1316270566727605
it
0.1316270566727605
lt
0.1316270566727605
reliable
true
passes
true
8
name
"Hunter"
dialogue
"Excuse me for a second."
detectedLang
"en"
heavyLang
"es"
scores
en
0.7691292875989446
fr
0.6829710144927535
tl
0.6608527131782945
it
0.6464646464646464
no
0.645748987854251
pt
0.642126789366053
es
0.5721271393643031
da
0.5689655172413793
nl
0.5668316831683169
sq
0.5569620253164557
ro
0.5501285347043702
sl
0.5042492917847025
et
0.47447447447447455
hu
0.4712990936555891
ms
0.45652173913043476
fi
0.44089456869009586
ca
0.4372990353697749
cs
0.4299674267100977
sk
0.42622950819672134
yo
0.40476190476190477
hr
0.3902439024390244
pl
0.375
lt
0.31906614785992216
tr
0.3055555555555556
is
0.3
az
0.2857142857142857
eu
0.2857142857142857
lv
0.2857142857142857
vi
0.2857142857142857
de
0.2768595041322314
sv
0.2647058823529412
reliable
true
passes
true
9
name
"Selvi"
dialogue
"respond immediately."
detectedLang
"en"
heavyLang
"en"
scores
en
0.7400346620450606
fr
0.6296296296296297
ca
0.608355091383812
it
0.6062992125984252
sk
0.5844875346260388
es
0.5341614906832298
cs
0.5222929936305732
ro
0.5207667731629393
nl
0.471830985915493
de
0.42528735632183906
hr
0.3723849372384937
ms
0.3644067796610169
et
0.3562231759656652
pt
0.3562231759656652
fi
0.34210526315789475
sl
0.33035714285714285
az
0.3181818181818182
lt
0.29577464788732394
tl
0.29577464788732394
da
0.2822966507177033
no
0.2822966507177033
sq
0.2822966507177033
sv
0.2822966507177033
reliable
true
passes
false
10
name
"Hunter"
dialogue
"Look, I’m sorry, I have to go. Something’s come up. But… stay safe, okay?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8021657642648896
tl
0.6602288984263234
da
0.4508670520231214
it
0.4424882629107981
pl
0.43720379146919436
yo
0.38788659793814434
hr
0.3493150684931507
no
0.3484224965706447
cs
0.3319268635724332
sk
0.3004418262150221
lv
0.2803030303030303
pt
0.2725880551301685
nl
0.2714723926380368
lt
0.2601246105919003
ca
0.22512234910277326
sv
0.22512234910277326
sq
0.22003284072249588
sl
0.2030201342281879
ro
0.1592920353982301
fr
0.15630550621669628
es
0.1410488245931284
be
0.12844036697247707
tr
0.12844036697247707
hu
0.12361623616236161
az
0.1171003717472119
et
0.1171003717472119
is
0.1171003717472119
uk
0.1171003717472119
vi
0.1171003717472119
reliable
true
passes
true
11
name
"Selvi"
dialogue
"जी?"
detectedLang
"hi"
heavyLang
"hi"
scores
hi
0.8945147679324894
mr
0.8893805309734514
reliable
false
passes
true