NC Bench
Overview
About
Tests
Models
Vendors
Run: 2026-02-17-01KHNG1X7WWTDG180YMKCFW8VS
Run Details
Model:
Arcee AI: Trinity Mini
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
5.2s
Cost:
$0.000180
Provider:
Clarifai
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="Marie"> Marie is a 30-year old college student on a study abroad program. Born in France, she is fluent in French 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 French, 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: Marie 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 French, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Marie and Hunter as a voice sheet: Marie: "..." Hunter: "..."
Model response
Messages
Meta
AI
**VoiceSheet Dialogue:** **Marie:** *(Looking down at her camera, voice trembling slightly in French)* "Je... je ne sais pas... c'est trop... trop terrifiant." *(I... I don't know... it's too... too terrifying.)* **Hunter:** *(Leaning in, brow furrowed, completely lost)* "What? What's too terrifying? Speak English, please. What happened?" *(His voice is sharp, demanding clarity, but his confusion is palpable.)* **Marie:** *(Eyes wide, shaking her head vigorously in French)* "Non! Je ne parle pas anglais! Je suis française! Parlez français!" *(No! I don't speak English! I'm French! Speak French!)* **Hunter:** *(Stares, then shakes his head slowly, a look of dawning realization mixed with frustration)* "Ah. Right. Sorry. French. Okay. Look, I need to know what you saw or heard around the old mill last night. Anything out of the ordinary?" *(He switches to slow, deliberate English, trying to be understood, but his tone is still clipped and impatient.)* **Marie:** *(Takes a shaky breath, pointing towards the window of the cafe, her French becoming more urgent)* "Là-bas... dehors... la lumière... rouge... et le bruit... le bruit terrible... comme un grondement... et puis... puis elle disparut." *(Outside... there... the light... red... and the noise... the terrible noise... like a roar... and then... and then she disappeared.)* **Hunter:** *(Eyes narrowing, processing her words)* "Red light? Roar? Disappeared? Who? The mayor? The librarian? Talk faster, Marie. What did you see?" *(He leans forward, his marine discipline keeping his voice controlled, but his confusion is replaced by intense focus.)* **Marie:** *(Shakes her head again, tears welling up)* "Je ne sais pas! Je l'ai vue... mais je ne sais pas qui... juste... juste disparue!" *(I don't know! I saw her... but I don't know who... just... just disappeared!)* **Hunter:** *(Stands abruptly, pulling out his phone)* "Okay. Okay. I need to call the station. Stay here. Don't move. I'll be back." *(He ends the call quickly, his gaze flicking back to her, still trying to decipher her distress and the vague clues she's given. He turns to leave, the mystery deepening with every word.)* **Hunter:** *(As he walks away, muttering to himself in English)* "Red light... roar... disappeared... French student... Alborn... weird." *(He disappears into the street, leaving Marie alone in the cafe, her camera clutched tightly, the weight of what she saw heavy in the air.)*
created_at
"2026-02-17T09:49:16.274701+00:00"
2/17/2026, 9:49:16 AM
model
"arcee-ai/trinity-mini-20251201"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
94
moderation_latency
(null)
generation_time
5107
tokens_prompt
316
tokens_completion
1327
native_tokens_prompt
269
native_tokens_completion
1118
native_tokens_completion_images
(null)
native_tokens_reasoning
694
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
0.000179805
router
(null)
provider_responses
0
id
"6d80e53d0c10463b88606c3043d8c546"
status
200
is_byok
false
latency
93
endpoint_id
"73d82c49-90ae-4223-a860-83ed0810821f"
provider_name
"Clarifai"
model_permaslug
"arcee-ai/trinity-mini-20251201"
api_type
"completions"
id
"gen-1771321750-KISI6iMIwQ6PXYXvOGH0"
upstream_id
"6d80e53d0c10463b88606c3043d8c546"
total_cost
0.000179805
cache_discount
(null)
upstream_inference_cost
0
provider_name
"Clarifai"
Evaluation details
Result
Evaluator
Details
Meta Data
100.00%
Parse dialogue
n/a
dialogue
0
name
"Marie"
dialogue
"Je... je ne sais pas... c'est trop... trop terrifiant."
detectedLang
"fr"
heavyLang
"fr"
scores
fr
0.8230714791224345
ca
0.5598591549295775
sq
0.5519713261648745
sl
0.5462794918330308
lt
0.5454545454545454
hr
0.5318352059925093
nl
0.5318352059925093
cs
0.4780793319415449
en
0.4703389830508474
ro
0.4186046511627907
it
0.39903846153846156
yo
0.3946731234866829
pl
0.375
fi
0.37027707808564225
hu
0.3670886075949367
sk
0.3670886075949367
de
0.36386768447837153
lv
0.2917847025495751
tr
0.2732558139534884
ms
0.251497005988024
pt
0.22360248447204967
es
0.21875
az
0.20127795527156547
da
0.20127795527156547
et
0.20127795527156547
no
0.20127795527156547
sv
0.20127795527156547
reliable
true
passes
true
1
name
"Hunter"
dialogue
"What? What's too terrifying? Speak English, please. What happened?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8157531091662829
tl
0.5
ro
0.3006993006993007
no
0.26605504587155965
da
0.2523364485981308
de
0.2523364485981308
sv
0.2523364485981308
ca
0.16317991631799164
it
0.16317991631799164
fr
0.15789473684210525
hr
0.15254237288135594
ms
0.15254237288135594
pt
0.15254237288135594
es
0.14893617021276595
sq
0.14893617021276595
nl
0.14346895074946467
az
0.13606911447084233
et
0.13606911447084233
hu
0.13606911447084233
fi
0.12854030501089325
pl
0.12854030501089325
reliable
true
passes
true
2
name
"Marie"
dialogue
"Non! Je ne parle pas anglais! Je suis française! Parlez français!"
detectedLang
"fr"
heavyLang
"fr"
scores
fr
0.7993119266055045
sl
0.6300211416490487
ca
0.5911214953271028
it
0.5757575757575758
sq
0.5668316831683169
cs
0.5580808080808082
hr
0.5478036175710594
lt
0.5472186287192755
en
0.515235457063712
sk
0.5056497175141244
nl
0.5035460992907801
lv
0.47368421052631576
ro
0.4720965309200603
yo
0.40978077571669475
pl
0.3944636678200692
de
0.38704028021015763
pt
0.38704028021015763
hu
0.3848857644991213
es
0.38380281690140844
tr
0.38162544169611307
ms
0.37050359712230213
eu
0.3230174081237911
et
0.28716904276985744
no
0.2768595041322314
az
0.2753623188405797
da
0.2647058823529412
sv
0.2647058823529412
fi
0.2009132420091324
tl
0.1606714628297362
is
0.14425427872860636
reliable
true
passes
true
3
name
"Hunter"
dialogue
"Ah. Right. Sorry. French. Okay. Look, I need to know what you saw or heard around the old mill last night. Anything out of the ordinary?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8131868131868133
tl
0.6929190751445088
yo
0.3786549707602339
no
0.37820043891733723
it
0.34765924788948577
da
0.3172690763052209
cs
0.30950446791226643
hr
0.2827004219409283
sq
0.2685025817555938
fr
0.2647058823529412
nl
0.25241864555848725
sv
0.24977934686672548
et
0.24712134632418067
pl
0.2349234923492349
ms
0.2314647377938517
ro
0.222323879231473
lt
0.21586715867158673
is
0.2048643592142189
sk
0.1935483870967742
sl
0.1912464319695528
pt
0.18504314477468842
lv
0.17874396135265702
es
0.1625615763546798
de
0.15590863952333664
ca
0.13967611336032387
eu
0.08602150537634409
be
0.07608695652173912
tr
0.07608695652173912
hu
0.07306434023991276
az
0.06900328587075576
uk
0.06900328587075576
vi
0.06900328587075576
reliable
true
passes
true
4
name
"Marie"
dialogue
"Là-bas... dehors... la lumière... rouge... et le bruit... le bruit terrible... comme un grondement... et puis... puis elle disparut."
detectedLang
"fr"
heavyLang
"fr"
scores
fr
0.787943047561345
ro
0.5530012771392081
ca
0.5336442371752165
it
0.5142262317834837
es
0.5053003533568905
nl
0.4897959183673469
en
0.4590417310664606
yo
0.4022203245089668
no
0.38704028021015763
tl
0.3854258121158911
da
0.3560257589696412
sq
0.34579439252336447
et
0.29789368104312935
vi
0.25611052072263546
hu
0.24242424242424243
de
0.22822491730981256
pt
0.19724770642201836
lv
0.19261822376009227
fi
0.16167664670658682
cs
0.15865384615384615
sk
0.15865384615384615
az
0.15254237288135594
pl
0.15254237288135594
sv
0.15254237288135594
sl
0.14320685434516522
tr
0.13043478260869565
ms
0.125
hr
0.08256880733944955
reliable
true
passes
true
5
name
"Hunter"
dialogue
"Red light? Roar? Disappeared? Who? The mayor? The librarian? Talk faster, Marie. What did you see?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.7834716708769397
tl
0.6376811594202898
da
0.5061728395061729
fr
0.46808510638297873
es
0.4628469113697404
no
0.4480220791168353
ro
0.41690962099125367
ms
0.4065281899109792
sv
0.402390438247012
it
0.3957703927492447
sq
0.3814432989690722
nl
0.358974358974359
yo
0.3442622950819672
eu
0.3428258488499452
et
0.34065934065934067
de
0.2673992673992674
sl
0.2628992628992629
hr
0.2583436341161928
fi
0.1880920162381597
cs
0.18588873812754408
pl
0.18256130790190736
sk
0.18144611186903137
pt
0.1792065663474692
ca
0.17695473251028807
is
0.12536443148688048
lt
0.10044977511244377
hu
0.09502262443438914
tr
0.09502262443438914
lv
0.08952959028831564
reliable
true
passes
true
6
name
"Marie"
dialogue
"Je ne sais pas! Je l'ai vue... mais je ne sais pas qui... juste... juste disparue!"
detectedLang
"fr"
heavyLang
"fr"
scores
fr
0.7827540106951871
pt
0.5678191489361702
ca
0.5672436750998668
sq
0.4857594936708861
sl
0.48083067092651754
cs
0.47833065810593905
hr
0.4663382594417077
it
0.46546052631578944
nl
0.4610281923714759
ro
0.4491525423728813
sk
0.3970315398886827
de
0.3925233644859813
lt
0.38330170777988615
et
0.367704280155642
es
0.344758064516129
yo
0.3340163934426229
ms
0.3172268907563025
en
0.3055555555555556
lv
0.24065420560747666
tr
0.2243436754176611
pl
0.21875
fi
0.21307506053268765
hu
0.20147420147420148
eu
0.1792929292929293
tl
0.1709183673469388
da
0.15803108808290156
no
0.15803108808290156
sv
0.15803108808290156
reliable
true
passes
true
7
name
"Hunter"
dialogue
"Okay. Okay. I need to call the station. Stay here. Don't move. I'll be back."
detectedLang
"en"
heavyLang
"en"
scores
en
0.8185117967332124
tl
0.6229971724787936
yo
0.5987963891675026
da
0.5589856670341786
no
0.5584988962472406
sv
0.4981179422835634
sq
0.4865211810012837
lt
0.46949602122015915
pl
0.44751381215469616
hr
0.4428969359331476
cs
0.42775393419170243
fr
0.42028985507246375
sk
0.39668174962292607
et
0.394856278366112
lv
0.38271604938271603
nl
0.36608557844690964
it
0.35275080906148865
de
0.32088285229202035
hu
0.3150684931506849
sl
0.3150684931506849
ro
0.2945326278659612
ca
0.25650557620817843
ms
0.25512104283054005
tr
0.2438563327032136
az
0.23954372623574144
fi
0.17012448132780084
zh
0.16142557651991615
be
0.14893617021276595
is
0.13606911447084233
uk
0.13606911447084233
vi
0.13606911447084233
reliable
true
passes
true
8
name
"Hunter"
dialogue
"Red light... roar... disappeared... French student... Alborn... weird."
detectedLang
"en"
heavyLang
"en"
scores
en
0.714896650035638
tl
0.5580110497237569
fr
0.42196531791907516
da
0.4074074074074074
nl
0.3798449612403101
it
0.36908517350157727
no
0.3474714518760196
de
0.34102141680395387
es
0.3127147766323024
hr
0.2753623188405797
cs
0.26199261992619927
ro
0.25925925925925924
eu
0.25788497217068646
sq
0.25788497217068646
pl
0.25512104283054005
sl
0.250936329588015
sv
0.24953095684803
sk
0.2438563327032136
ms
0.19678714859437751
pt
0.18864097363083165
ca
0.17012448132780084
az
0.15789473684210525
yo
0.15611814345991562
et
0.14893617021276595
lt
0.14893617021276595
lv
0.14893617021276595
hu
0.12854030501089325
reliable
true
passes
true