NC Bench
Overview
About
Tests
Models
Vendors
Run: 2026-02-17-01KHNEZT29387ZZ7TWS9SWYRXA
Run Details
Model:
Arcee AI: Trinity Mini
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
6.2s
Cost:
$0.000195
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="Melanie"> Melanie is a 30-year old college student on a study abroad program. Born in Germany, she is fluent in German 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 German, 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: Melanie 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 German, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Melanie and Hunter as a voice sheet: Melanie: "..." Hunter: "..."
Model response
Messages
Meta
AI
**Voice Sheet Dialogue:** **Melanie:** (Looking up from her camera, eyes wide with distress) "Ich habe etwas gesehen... etwas, das nicht passieren sollte." (I saw something... something that shouldn't happen.) **Hunter:** (Leaning in, brow furrowed, trying to catch her words) "Sorry? What? Slow down. What did you see?" (His confusion is palpable; he gestures vaguely, as if trying to grasp the air.) **Melanie:** (Voice trembling, speaking faster in German) "Im Wald... hinter dem alten Keller... Sie sind weg... alle drei." (In the woods... behind the old cellar... They're gone... all three.) **Hunter:** (Eyes narrowing, trying to piece it together) "The woods? The old cellar? Who's gone? Three people?" (He shakes his head slightly, clearly struggling to follow her rapid German.) **Melanie:** (Pointing frantically towards the window, then back to her camera) "Nein! Nicht sie! Das... das ist nicht sie!" (No! Not them! That... that is not them!) (She gestures urgently towards the town square outside, her German growing more frantic.) **Hunter:** (Standing up abruptly, pulling out his phone) "Hold on, I need to take this. Just... just point or something. I'll be back." (He speaks in English, his voice clipped and urgent, the call clearly interrupting. He doesn't wait for her response, already distracted by the incoming call.) **Melanie:** (Watching him leave, her hand hovering near her camera, speaking softly in German) "Er versteht nicht... wie kann er helfen?" (He doesn't understand... how can he help?) (Her voice is a mix of frustration and lingering fear.)
created_at
"2026-02-17T09:30:39.961775+00:00"
2/17/2026, 9:30:39 AM
model
"arcee-ai/trinity-mini-20251201"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
71
moderation_latency
(null)
generation_time
6123
tokens_prompt
319
tokens_completion
1486
native_tokens_prompt
269
native_tokens_completion
1219
native_tokens_completion_images
(null)
native_tokens_reasoning
1076
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
0.000194955
router
(null)
provider_responses
0
id
"32ffea55019e47d59c170308a5d19dcd"
status
200
is_byok
false
latency
71
endpoint_id
"73d82c49-90ae-4223-a860-83ed0810821f"
provider_name
"Clarifai"
model_permaslug
"arcee-ai/trinity-mini-20251201"
api_type
"completions"
id
"gen-1771320633-X82qn0Ce0nTwegEoXRwV"
upstream_id
"32ffea55019e47d59c170308a5d19dcd"
total_cost
0.000194955
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
"Melanie"
dialogue
"Ich habe etwas gesehen... etwas, das nicht passieren sollte."
detectedLang
"de"
heavyLang
"de"
scores
de
0.8493327593628928
nl
0.500713266761769
it
0.44178628389154706
pt
0.43548387096774194
eu
0.38704028021015763
no
0.3566176470588235
da
0.3554327808471455
ca
0.35304990757855825
sk
0.26160337552742613
pl
0.24731182795698922
cs
0.2222222222222222
fr
0.21875
tr
0.20634920634920634
fi
0.2009132420091324
en
0.1898148148148148
es
0.18604651162790697
ro
0.18604651162790697
sq
0.1822429906542056
sv
0.1822429906542056
et
0.1566265060240964
is
0.1566265060240964
ms
0.1566265060240964
reliable
true
passes
true
1
name
"Hunter"
dialogue
"Sorry? What? Slow down. What did you see?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.7973657548125633
tl
0.4708994708994709
et
0.4594594594594595
it
0.3333333333333333
pt
0.3333333333333333
cs
0.2805755395683453
reliable
true
passes
true
2
name
"Melanie"
dialogue
"Im Wald... hinter dem alten Keller... Sie sind weg... alle drei."
detectedLang
"de"
heavyLang
"de"
scores
de
0.8118279569892474
no
0.6128318584070797
da
0.5925494761350407
sv
0.5580808080808082
nl
0.5564005069708492
fi
0.45736434108527135
it
0.4077834179357022
fr
0.39130434782608703
et
0.38271604938271603
en
0.3805309734513274
pl
0.375
ca
0.37275985663082434
tr
0.36823104693140796
sk
0.3150684931506849
pt
0.27083333333333337
ms
0.25213675213675213
ro
0.25213675213675213
sl
0.25213675213675213
hu
0.2374727668845316
hr
0.22566371681415928
tl
0.1606714628297362
es
0.14425427872860636
sq
0.14425427872860636
reliable
true
passes
true
3
name
"Hunter"
dialogue
"The woods? The old cellar? Who's gone? Three people?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8062015503875969
tl
0.7007366482504603
fr
0.4318181818181818
sv
0.3380855397148676
no
0.33264887063655035
nl
0.3172268907563025
yo
0.2476851851851852
az
0.21307506053268765
is
0.21307506053268765
ca
0.20537897310513448
tr
0.19753086419753088
da
0.1935483870967742
ms
0.1935483870967742
sq
0.1935483870967742
it
0.19154228855721395
de
0.1875
es
0.1709183673469388
reliable
true
passes
true
4
name
"Melanie"
dialogue
"Nein! Nicht sie! Das... das ist nicht sie!"
detectedLang
"de"
heavyLang
"de"
scores
de
0.8678414096916299
pt
0.5253164556962026
nl
0.4915254237288135
pl
0.42748091603053434
hi
0.4140625
cs
0.39999999999999997
tr
0.38524590163934425
reliable
true
passes
true
5
name
"Hunter"
dialogue
"Hold on, I need to take this. Just... just point or something. I'll be back."
detectedLang
"en"
heavyLang
"en"
scores
en
0.8236514522821577
tl
0.6777862016679301
da
0.5444801714898178
et
0.5186862967157418
pl
0.5069605568445477
yo
0.4904076738609112
fr
0.4791666666666667
hr
0.44661458333333337
ca
0.42489851150202973
cs
0.4225543478260869
lt
0.3963068181818182
sk
0.3963068181818182
no
0.37407952871870404
sv
0.3609022556390977
sl
0.3189102564102564
lv
0.30327868852459017
hu
0.30213464696223313
fi
0.2608695652173913
sq
0.23971377459749554
it
0.21296296296296297
ro
0.17475728155339806
hi
0.1650294695481336
es
0.1550695825049702
ms
0.1550695825049702
pt
0.1550695825049702
be
0.1414141414141414
tr
0.1414141414141414
az
0.1290983606557377
is
0.1290983606557377
uk
0.1290983606557377
vi
0.1290983606557377
reliable
true
passes
true
6
name
"Melanie"
dialogue
"Er versteht nicht... wie kann er helfen?"
detectedLang
"de"
heavyLang
"de"
scores
de
0.8402555910543131
nl
0.702026221692491
is
0.5551601423487544
no
0.5503597122302158
da
0.40617577197149646
cs
0.2857142857142857
pl
0.2378048780487805
lt
0.23547400611620795
hu
0.22360248447204967
it
0.22360248447204967
en
0.20127795527156547
es
0.20127795527156547
fr
0.20127795527156547
pt
0.20127795527156547
az
0.19093851132686085
ca
0.19093851132686085
ro
0.19093851132686085
sq
0.19093851132686085
sv
0.19093851132686085
reliable
true
passes
true