NC Bench
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Run: 2026-02-20-01KHY8JQ7X6G4MX25QF3WCHR22
Run Details
Model:
Ministral 3 8B
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
8.4s
Cost:
$0.000210
Provider:
Mistral
Evaluation summary
Score
Evaluator
Details Link
93.75%
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="Maria"> Maria is a 30-year old college student on a study abroad program. Born in Spain, she is fluent in Spanish 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 Spanish, 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: Maria 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 Spanish, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Maria and Hunter as a voice sheet: Maria: "..." Hunter: "..."
Model response
Messages
Meta
AI
**VOICE SHEET: SCENE – THE CAFÉ CONFRONTATION** **Setting:** A quiet, sunlit café in Alborn, MN. The hum of conversation and clinking dishes fills the air. Maria sits at a small table near the window, her camera open beside her, its lens covered in dust. She stares at it absently, her fingers tracing the edges. Hunter approaches from the opposite side of the room, his sharp gaze scanning the patrons before landing on her. --- ### **DIALOGUE** **Hunter:** *(clears throat, stepping up to the table)* "Señora… ¿Puedo ayudarla?" *(Maria flinches slightly, her hand tightening around her camera. She looks up, startled, her dark eyes wide with alarm. She doesn’t speak English, and Hunter’s broken Spanish only confuses her further.)* **Maria:** *(in rapid, frantic Spanish, voice trembling)* "¡No! No sé inglés… ¿Qué pasa? ¿Qué quiere?" *(Hunter blinks, his jaw tightening. He doesn’t understand a word she’s saying, but her panic is unmistakable. He leans in slightly, lowering his voice.)* **Hunter:** *(in slow, deliberate English, with a hint of frustration)* "I’m Detective Hunter. I’m looking into some recent disappearances in town. You don’t seem like you’re from here—" **Maria:** *(cutting him off, voice rising)* "¡No! No soy de aquí… Soy estudiante… ¡Estoy aquí para estudiar!" *(she gestures wildly toward her camera)* "¡Fotos! ¡Solo fotos!" *(her hands shake as she clutches the camera to her chest)* *(Hunter’s expression darkens. He notices the way her eyes dart around the café, her body tensed, as if expecting someone to jump out at any moment.)* **Hunter:** *(softer, but firm)* "Maria. That’s your name, right?" *(Maria freezes. She looks at him like he’s speaking another language entirely.)* **Maria:** *(whispering, terrified)* "¿Cómo sabe mi nombre?" *(Hunter exhales sharply, rubbing his temples. He pulls out his phone, flips to a photo, and slides it across the table. It’s a blurry image of Maria standing near the town’s apple festival grounds, her camera in hand.)* **Hunter:** "I saw this photo online. You were here last week. You took pictures of the festival. Then you disappeared for a few days." *(Maria’s breath catches. She stares at the photo, her face draining of color. She doesn’t speak for a long moment, her fingers digging into the table.)* **Maria:** *(hoarse, barely audible)* "No… no fue así. Alguien me siguió… *(she swallows hard)* Me asusté. Corrí. No quise que me vieran." *(Hunter’s eyes narrow. He notices the way she keeps glancing over her shoulder, her body coiled like she’s ready to bolt.)* **Hunter:** "Who followed you?" *(Maria hesitates, then whispers, her voice barely a breath.)* **Maria:** "No sé. Un hombre. Alto. Cabello oscuro. Llevaba una chaqueta negra." *(Hunter’s stomach tightens. He pulls out his notebook and scribes quickly.)* **Hunter:** "Did he say anything to you?" **Maria:** *(shaking her head)* "No. Solo me miraba. Como si supiera… *(she trails off, her voice breaking)* Como si supiera que estaba tomando fotos." *(Hunter’s mind races. This isn’t just a missing person case—it’s personal. Someone doesn’t want Maria here. And if she’s in danger, he needs to move fast.)* **Hunter:** *(leaning in closer, voice low)* "Maria, you need to tell me everything. Right now." *(Maria’s eyes fill with tears. She looks like she’s about to cry.)* **Maria:** *(whispering)* "No quiero problemas. Solo quiero mis fotos. Solo quiero irme." *(Hunter’s phone buzzes in his pocket. He glances at it, then back at her, his expression grim.)* **Hunter:** *(sighing, standing up)* "I have to take this. Stay here. Don’t leave." *(Maria nods frantically, her grip on her camera tightening.)* **Hunter:** *(muttering under his breath, already walking away)* "Damn it." *(He steps outside, answering the call. Maria stays seated, her body shaking slightly, her camera still clutched to her chest like it’s her only shield.)* --- **END SCENE.** --- **Notes for Tone & Delivery:** - **Hunter’s voice:** Gruff, no-nonsense, but with an undercurrent of frustration when he realizes Maria doesn’t speak English. His tone softens slightly when he realizes she’s genuinely scared. - **Maria’s voice:** Rapid, panicked, and trembling at first. She speaks in short, broken phrases, her Spanish accelerating as her fear grows. Her voice cracks when she mentions the man following her. - **Silence:** There are moments of uncomfortable silence where Maria doesn’t speak, just stares at Hunter with wide, terrified eyes. Hunter’s impatience clashes with her fear, creating tension. Would you like any adjustments to the tone or pacing?
created_at
"2026-02-20T19:31:42.985Z"
2/20/2026, 7:31:42 PM
model
"mistralai/ministral-8b-2512"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
189
moderation_latency
(null)
generation_time
8233
tokens_prompt
317
tokens_completion
1266
native_tokens_prompt
269
native_tokens_completion
1130
native_tokens_completion_images
(null)
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
0.00020985
router
(null)
provider_responses
0
endpoint_id
"c85d26e1-1e0c-449b-9775-2afce7ae510b"
id
"0a065193fecb467e98dd740147401534"
is_byok
false
latency
189
model_permaslug
"mistralai/ministral-8b-2512"
provider_name
"Mistral"
status
200
api_type
"completions"
id
"gen-1771615902-WqHP7j8arkOUZU0Rn6RA"
upstream_id
"0a065193fecb467e98dd740147401534"
total_cost
0.00020985
cache_discount
(null)
upstream_inference_cost
0
provider_name
"Mistral"
Evaluation details
Result
Evaluator
Details
Meta Data
93.75%
Parse dialogue
n/a
dialogue
0
name
"Hunter"
dialogue
"Señora… ¿Puedo ayudarla?"
detectedLang
"es"
heavyLang
"es"
scores
es
0.779040404040404
sl
0.375
az
0.36823104693140796
tr
0.36823104693140796
it
0.3346007604562738
is
0.31906614785992216
ca
0.29149797570850206
cs
0.29149797570850206
tl
0.29149797570850206
reliable
true
passes
false
1
name
"Maria"
dialogue
"¡No! No sé inglés… ¿Qué pasa? ¿Qué quiere?"
detectedLang
"es"
heavyLang
"es"
scores
es
0.8109640831758034
it
0.62756052141527
pt
0.5180722891566265
ca
0.51338199513382
no
0.47229551451187335
sk
0.4490358126721763
lv
0.3957703927492447
is
0.38080495356037153
eu
0.375
en
0.34210526315789475
hu
0.33993399339933994
hr
0.33554817275747506
ro
0.3150684931506849
de
0.3055555555555556
fr
0.3055555555555556
tr
0.3055555555555556
yo
0.3006993006993007
tl
0.2857142857142857
et
0.2779783393501805
pl
0.2727272727272727
da
0.2647058823529412
nl
0.2647058823529412
reliable
true
passes
true
2
name
"Hunter"
dialogue
"I’m Detective Hunter. I’m looking into some recent disappearances in town. You don’t seem like you’re from here—"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8193206456275596
tl
0.6095783446121812
fr
0.5148771021992239
nl
0.473314606741573
ro
0.44113263785394935
pt
0.42748091603053434
it
0.4186046511627907
ca
0.41360437842064113
sv
0.39172749391727496
de
0.34725848563968675
no
0.3297587131367293
sl
0.313815187557182
es
0.3055555555555556
cs
0.2822966507177033
da
0.25224327018943166
sq
0.251497005988024
ms
0.23625254582484725
pl
0.16943521594684383
sk
0.16666666666666666
hr
0.14772727272727273
yo
0.10501193317422433
az
0.10071942446043164
lv
0.08980582524271845
is
0.08647990255785627
lt
0.07749077490774908
tr
0.07292954264524104
reliable
true
passes
true
3
name
"Maria"
dialogue
"¡Fotos! ¡Solo fotos!"
detectedLang
"es"
heavyLang
"es"
scores
es
0.7844827586206896
it
0.7377622377622377
lt
0.6559633027522936
pt
0.6559633027522936
ca
0.6411483253588517
de
0.6411483253588517
lv
0.6411483253588517
nl
0.6411483253588517
fr
0.5161290322580645
en
0.4863013698630137
tr
0.4827586206896552
cs
0.471830985915493
hr
0.471830985915493
sk
0.471830985915493
sl
0.471830985915493
et
0.45652173913043476
sq
0.45652173913043476
az
0.44029850746268656
da
0.44029850746268656
no
0.44029850746268656
pl
0.44029850746268656
ro
0.44029850746268656
sv
0.44029850746268656
reliable
true
passes
true
4
name
"Hunter"
dialogue
"Maria. That’s your name, right?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8140495867768595
tl
0.6983914209115282
nl
0.5706106870229007
de
0.5490981963927856
it
0.5253164556962026
sq
0.5011086474501109
no
0.4742990654205608
da
0.47058823529411764
ms
0.47058823529411764
pt
0.4063324538258575
ro
0.3951612903225807
ca
0.39189189189189183
fr
0.3902439024390244
eu
0.3885869565217392
es
0.3869209809264305
yo
0.3784530386740331
lt
0.358974358974359
sv
0.358974358974359
fi
0.3440233236151603
hr
0.25
sl
0.24242424242424243
pl
0.22945205479452058
et
0.21875
sk
0.21875
cs
0.2077464788732394
lv
0.2077464788732394
reliable
true
passes
true
5
name
"Maria"
dialogue
"¿Cómo sabe mi nombre?"
detectedLang
"es"
heavyLang
"es"
scores
es
0.8134328358208955
fr
0.6535796766743649
ca
0.6341463414634145
it
0.5750708215297451
yo
0.5522388059701493
pt
0.42748091603053434
sl
0.38016528925619836
tl
0.38016528925619836
hu
0.3617021276595745
ro
0.3617021276595745
cs
0.35344827586206895
sk
0.35344827586206895
hr
0.34210526315789475
pl
0.34210526315789475
ms
0.336283185840708
tr
0.32432432432432434
reliable
true
passes
true
6
name
"Hunter"
dialogue
"I saw this photo online. You were here last week. You took pictures of the festival. Then you disappeared for a few days."
detectedLang
"en"
heavyLang
"en"
scores
en
0.8133399701343952
tl
0.6296296296296297
nl
0.584717607973422
fr
0.5647127103888566
no
0.5398773006134969
da
0.526813880126183
cs
0.48910081743869205
it
0.4669509594882729
ca
0.46428571428571425
ro
0.46351931330472107
ms
0.4627507163323783
pt
0.42528735632183906
et
0.40664556962025317
sq
0.40664556962025317
hr
0.4052339413164156
sv
0.38474159146841674
de
0.37707641196013286
sk
0.3760399334442596
yo
0.36224489795918363
sl
0.3093922651933701
es
0.29577464788732394
pl
0.2816091954022989
hu
0.27884615384615385
lv
0.2711370262390671
lt
0.2654260528893242
az
0.25074925074925075
is
0.2323439099283521
tr
0.22440537745604963
eu
0.21793534932221062
ja
0.15349887133182843
vi
0.1506228765571914
fi
0.14383561643835618
hi
0.09310761789600969
be
0.08536585365853659
uk
0.07749077490774908
reliable
true
passes
true
7
name
"Maria"
dialogue
"No… no fue así. Alguien me siguió… ** Me asusté. Corrí. No quise que me vieran."
detectedLang
"es"
heavyLang
"es"
scores
es
0.7955747955747956
pt
0.6281714785651793
ca
0.6258802816901409
fr
0.54004329004329
en
0.39716312056737585
it
0.37591776798825255
nl
0.3694362017804154
sq
0.36661698956780925
tl
0.36661698956780925
et
0.3167202572347267
hr
0.31451612903225806
no
0.30668841761827076
fi
0.2892976588628763
ms
0.2869127516778523
sk
0.28330522765598654
lv
0.23561151079136694
eu
0.19811320754716982
cs
0.1935483870967742
is
0.1920152091254753
da
0.1904761904761905
ro
0.17315175097276264
sl
0.17153996101364524
tr
0.17153996101364524
de
0.169921875
pl
0.15
reliable
true
passes
true
8
name
"Hunter"
dialogue
"Who followed you?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8380829015544041
tl
0.5551601423487544
cs
0.3842364532019704
it
0.3842364532019704
reliable
true
passes
true
9
name
"Maria"
dialogue
"No sé. Un hombre. Alto. Cabello oscuro. Llevaba una chaqueta negra."
detectedLang
"es"
heavyLang
"es"
scores
es
0.7493036211699164
ca
0.6698459280997798
it
0.6613995485327313
pt
0.5171673819742489
fr
0.46428571428571425
lv
0.460431654676259
tl
0.43467336683417085
ro
0.41482444733420026
is
0.31921331316187596
yo
0.29906542056074764
en
0.18772563176895307
hr
0.18330308529945552
no
0.1773308957952468
fi
0.1712707182320442
sk
0.16820702402957485
tr
0.16356877323420074
pl
0.14285714285714285
reliable
true
passes
true
10
name
"Hunter"
dialogue
"Did he say anything to you?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8367346938775511
tl
0.6850393700787402
yo
0.5444191343963554
cs
0.511002444987775
pl
0.40298507462686567
sk
0.39759036144578314
lv
0.37888198757763975
sl
0.37694704049844235
hr
0.3670886075949367
no
0.35275080906148865
da
0.34210526315789475
lt
0.34210526315789475
sq
0.3333333333333333
ca
0.3127147766323024
fi
0.3127147766323024
es
0.29577464788732394
ms
0.2805755395683453
reliable
true
passes
true
11
name
"Maria"
dialogue
"No. Solo me miraba. Como si supiera… ** Como si supiera que estaba tomando fotos."
detectedLang
"es"
heavyLang
"es"
scores
es
0.8126463700234192
pt
0.7226074895977809
it
0.6872556684910086
ca
0.6592844974446337
sq
0.5475113122171946
fr
0.5115995115995116
tl
0.4884910485933504
sk
0.4743758212877792
en
0.47019867549668876
lv
0.45652173913043476
no
0.4513031550068587
pl
0.4421199442119944
ro
0.40828402366863903
sl
0.3993993993993994
yo
0.3548387096774194
nl
0.35275080906148865
lt
0.34959349593495936
sv
0.33993399339933994
eu
0.332220367278798
cs
0.3174061433447099
hr
0.29577464788732394
et
0.2831541218637993
tr
0.2831541218637993
de
0.250936329588015
ms
0.17355371900826447
fi
0.15789473684210525
az
0.12854030501089325
da
0.12854030501089325
reliable
true
passes
true
12
name
"Hunter"
dialogue
"Maria, you need to tell me everything. Right now."
detectedLang
"en"
heavyLang
"en"
scores
en
0.8246087425796006
tl
0.6819960861056752
no
0.5535714285714286
da
0.4833068362480127
et
0.477491961414791
ms
0.4663382594417077
sl
0.46369636963696376
sq
0.4574290484140233
yo
0.4574290484140233
cs
0.4519392917369309
es
0.42882249560632685
pt
0.4268077601410935
fr
0.4196428571428571
lt
0.41441441441441446
it
0.4133574007220217
nl
0.3879472693032015
pl
0.38330170777988615
de
0.37619961612284064
sk
0.375
fi
0.3725868725868726
hr
0.3701550387596899
lv
0.35770750988142297
ro
0.3114406779661017
ca
0.30851063829787234
eu
0.3055555555555556
sv
0.2793791574279379
reliable
true
passes
true
13
name
"Maria"
dialogue
"No quiero problemas. Solo quiero mis fotos. Solo quiero irme."
detectedLang
"es"
heavyLang
"es"
scores
es
0.7807017543859649
it
0.6562500000000001
pt
0.6540880503144654
lv
0.6065808297567954
ca
0.5991253644314869
et
0.5676100628930818
pl
0.5669291338582677
lt
0.5655608214849921
nl
0.5592948717948718
en
0.532312925170068
hr
0.5299145299145299
fr
0.5250431778929188
sk
0.5166959578207382
no
0.5098039215686274
tr
0.5080500894454383
sl
0.4954128440366973
de
0.494485294117647
tl
0.45219123505976094
ro
0.4433198380566802
az
0.4353182751540041
cs
0.43064182194616984
da
0.4222689075630252
sv
0.4136460554371002
sq
0.4123931623931624
ms
0.21428571428571427
hu
0.1863905325443787
reliable
true
passes
true
14
name
"Hunter"
dialogue
"I have to take this. Stay here. Don’t leave."
detectedLang
"en"
heavyLang
"en"
scores
en
0.8389929742388759
tl
0.6414602346805737
da
0.5864661654135338
pl
0.4869402985074627
hr
0.4811320754716981
no
0.48015122873345933
cs
0.461839530332681
sq
0.45972495088408644
yo
0.44889779559118237
sk
0.4258872651356994
sl
0.41983122362869196
lv
0.40217391304347827
lt
0.3778280542986425
ca
0.3341404358353511
sv
0.3341404358353511
it
0.2948717948717949
ro
0.24657534246575344
be
0.20289855072463767
tr
0.20289855072463767
hu
0.19590643274853803
az
0.1863905325443787
et
0.1863905325443787
is
0.1863905325443787
uk
0.1863905325443787
vi
0.1863905325443787
reliable
true
passes
true
15
name
"Hunter"
dialogue
"Damn it."
detectedLang
"en"
heavyLang
"sv"
scores
en
0.7461928934010152
lv
0.6323529411764706
sq
0.6323529411764706
tl
0.6031746031746031
yo
0.6031746031746031
reliable
false
passes
true