NC Bench
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Run: 2026-02-17-01KHNFFTQXPM0YCA35RRFFR7NC
Run Details
Model:
Minimax M2.5
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
12.5s
Cost:
$0.001006
Provider:
AtlasCloud
Evaluation summary
Score
Evaluator
Details Link
66.67%
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="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 - Cafe Scene** --- **Hunter:** *(approaching Melanie's table)* Excuse me. Mind if I sit? I'm Detective Hunter, local police. I'm trying to talk to everyone about what happened at the apple orchard last week. **Melanie:** *(looking up from her camera, eyes wide and troubled)* Ich verstehe das nicht... Ich war nur dort, um Fotos zu machen. Die Bäume waren so schön, und dann... dann habe ich sie gesehen. *I don't understand... I was only there to take photos. The trees were so beautiful, and then... then I saw them.* **Hunter:** *(confused, tilting his head)* I'm sorry? **Melanie:** *Die Mädchen. Zwei Mädchen. Sie waren hinter den Bäern versteckt, und dann hat jemand—* *The girls. Two girls. They were hiding behind the trees, and then someone—* **Hunter:** *(holding up his hands, bewildered)* Whoa, whoa. I don't... I'm sorry, I don't understand what you're saying. Do you speak English? **Melanie:** *(shaking her head frantically)* Nein, nein, ich spreche nur Deutsch. Bitte, ich brauche Hilfe. Ich habe Angst. *No, no, I only speak German. Please, I need help. I'm scared.* **Hunter:** *(sitting down, rubbing his forehead)* German. Okay. This is... this is not helpful. *(gesturing to himself)* Detective. Police. I'm trying to help. Do you know what happened? At the orchard? **Melanie:** *(pulling out her camera, hands shaking)* Ich habe alles fotografiert. Sehen Sie? Hier. *I photographed everything. See? Here.* **Hunter:** *(taking the camera, looking at the screen)* These are... trees. Apples. Wait—is this... *(squinting)* Are those two girls in the background? **Melanie:** *(nodding rapidly, tears forming)* Ja! Ja, sie waren dort. Und dann— *Yes! Yes, they were there. And then—* **Hunter's phone rings.** **Hunter:** *(answering)* Detective Hunter. *(listening, face turning serious)* What? The orchard again? I'm on my way. *(hanging up, standing)* I'm sorry. I have to go. Stay here. Please. Don't leave town. **Melanie:** *(confused and frightened)* Was? Warten Sie— *What? Wait—* **Hunter:** *(already moving toward the door, pointing at her)* Stay here. We'll figure out the language thing. This is important. *Hunter exits quickly. Melanie sits alone, clutching her camera, tears streaming down her face.* --- **END SCENE**
created_at
"2026-02-17T09:39:31.578197+00:00"
2/17/2026, 9:39:31 AM
model
"minimax/minimax-m2.5-20260211"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
2731
moderation_latency
(null)
generation_time
12080
tokens_prompt
319
tokens_completion
868
native_tokens_prompt
278
native_tokens_completion
769
native_tokens_completion_images
(null)
native_tokens_reasoning
260
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
0.0010062
router
(null)
provider_responses
0
status
429
is_byok
false
latency
261
endpoint_id
"c61d37ec-745c-4efd-8129-a68371e056b2"
provider_name
"Fireworks"
model_permaslug
"minimax/minimax-m2.5-20260211"
1
id
"42ddc3193f59464a9bc4545ac5e956d7"
status
200
is_byok
false
latency
2731
endpoint_id
"acf82778-f331-40d9-ad3f-8c57494d4c4b"
provider_name
"AtlasCloud"
model_permaslug
"minimax/minimax-m2.5-20260211"
api_type
"completions"
id
"gen-1771321158-U4a4rGYXLv5MjkadT92e"
upstream_id
"42ddc3193f59464a9bc4545ac5e956d7"
total_cost
0.0010062
cache_discount
(null)
upstream_inference_cost
0
provider_name
"AtlasCloud"
Evaluation details
Result
Evaluator
Details
Meta Data
66.67%
Parse dialogue
n/a
dialogue
0
name
"Hunter"
dialogue
"** Excuse me. Mind if I sit? I'm Detective Hunter, local police. I'm trying to talk to everyone about what happened at the apple orchard last week."
detectedLang
"en"
heavyLang
"en"
scores
en
0.7991967871485943
tl
0.6431254695717505
fr
0.5180111618467783
no
0.5167853509664293
da
0.4814410480349345
nl
0.4574528840662478
ro
0.44959443800695253
it
0.44799535153980247
es
0.41896024464831805
ca
0.39873417721518983
sv
0.3933588761174968
pt
0.38471502590673573
sq
0.38471502590673573
sl
0.34346924671734624
cs
0.34027777777777785
hr
0.34027777777777785
de
0.33519944016794956
et
0.302496328928047
sk
0.2753623188405797
pl
0.2686682063125481
yo
0.258391881342701
ms
0.2418196328810854
lv
0.2238562091503268
lt
0.21096345514950168
hu
0.19491525423728812
tr
0.1746307558644657
fi
0.14337240757439135
az
0.12683823529411764
eu
0.09003831417624522
be
0.06862745098039216
is
0.06219151036525173
uk
0.06219151036525173
vi
0.06219151036525173
reliable
true
passes
true
1
name
"Melanie"
dialogue
"*I don't understand... I was only there to take photos. The trees were so beautiful, and then... then I saw them.*"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8293963254593175
tl
0.5419309372797745
no
0.5303468208092486
de
0.5123780945236309
yo
0.49729311678267596
da
0.48899371069182396
nl
0.4180841539838854
sv
0.3964716805942433
sk
0.3803622497616778
fr
0.35834155972359333
sl
0.35000000000000003
pl
0.34277047522750254
cs
0.3298969072164949
ca
0.3222106360792492
sq
0.30851063829787234
lv
0.282560706401766
hr
0.281767955801105
lt
0.2753623188405797
ms
0.214975845410628
ro
0.20147420147420148
et
0.2004920049200492
vi
0.19950738916256158
is
0.17407878017789072
it
0.15032679738562094
es
0.10958904109589042
pt
0.10958904109589042
hi
0.10591471801925723
be
0.09722222222222222
tr
0.09722222222222222
hu
0.09344490934449094
az
0.08835904628330996
uk
0.08835904628330996
reliable
true
passes
false
2
name
"Hunter"
dialogue
"** I'm sorry?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.7321428571428571
it
0.5714285714285714
pt
0.5714285714285714
tl
0.5714285714285714
reliable
true
passes
true
3
name
"Hunter"
dialogue
"** Whoa, whoa. I don't... I'm sorry, I don't understand what you're saying. Do you speak English?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.7998475028593214
no
0.49952335557673977
tl
0.49904580152671757
da
0.493731918997107
sv
0.4450317124735729
cs
0.4324324324324324
pl
0.3979357798165138
hr
0.38668224299065423
sk
0.3581907090464548
de
0.3354430379746835
pt
0.32778489116517284
sq
0.3234536082474227
ro
0.3101182654402102
it
0.2905405405405405
nl
0.2532005689900427
vi
0.24892703862660948
tr
0.2446043165467626
yo
0.2391304347826087
ca
0.2081447963800905
is
0.20694864048338368
sl
0.18604651162790697
ms
0.12060301507537688
be
0.11764705882352942
hu
0.11317567567567569
az
0.10714285714285714
et
0.10714285714285714
lt
0.10714285714285714
lv
0.10714285714285714
uk
0.10714285714285714
reliable
true
passes
true
4
name
"Melanie"
dialogue
"*No, no, I only speak German. Please, I need help. I'm scared.*"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8184647302904563
tl
0.5920745920745921
ro
0.5507060333761232
it
0.5118549511854952
ca
0.504950495049505
no
0.40878378378378377
hr
0.4067796610169492
tr
0.3944636678200692
sv
0.37275985663082434
es
0.37163375224416517
sq
0.36823104693140796
et
0.36594202898550726
pl
0.36479128856624315
lv
0.3566176470588235
sk
0.317738791423002
da
0.2842535787321063
pt
0.2827868852459016
az
0.2753623188405797
cs
0.23076923076923078
yo
0.19908466819221968
nl
0.1822429906542056
de
0.1764705882352941
be
0.16666666666666666
ms
0.16666666666666666
hu
0.1606714628297362
is
0.15254237288135594
lt
0.15254237288135594
uk
0.15254237288135594
vi
0.15254237288135594
reliable
true
passes
false
5
name
"Hunter"
dialogue
"** Detective. Police. I'm trying to help. Do you know what happened? At the orchard?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8206967213114753
tl
0.6825876662636033
no
0.5341614906832298
cs
0.5316681534344335
da
0.5028409090909091
fr
0.49177153920619554
hr
0.4728915662650602
sl
0.4723618090452261
ro
0.4491080797481637
sk
0.4450317124735729
pt
0.4299674267100977
sq
0.4134078212290503
pl
0.41077441077441074
it
0.39236111111111116
nl
0.38380281690140844
yo
0.38016528925619836
es
0.3251928020565552
ca
0.32432432432432434
de
0.31282722513089006
sv
0.308300395256917
lv
0.2866847826086956
lt
0.26675977653631283
ms
0.2335766423357664
vi
0.17452830188679244
eu
0.1518578352180937
et
0.1449511400651466
fi
0.13793103448275862
az
0.125
hu
0.125
tr
0.12060301507537688
reliable
true
passes
true
6
name
"Melanie"
dialogue
"*I photographed everything. See? Here.*"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8059006211180123
tl
0.5805369127516778
fr
0.5471014492753623
sq
0.4834710743801653
et
0.48240165631469983
no
0.3670886075949367
da
0.3573264781491003
hr
0.3573264781491003
ca
0.3556701030927836
sv
0.3556701030927836
pl
0.33510638297872336
it
0.3150684931506849
cs
0.29577464788732394
ro
0.2647058823529412
yo
0.258160237388724
ms
0.2378048780487805
hi
0.23547400611620795
sk
0.22360248447204967
be
0.21875
tr
0.21875
hu
0.21135646687697163
az
0.20127795527156547
is
0.20127795527156547
lt
0.20127795527156547
lv
0.20127795527156547
uk
0.20127795527156547
vi
0.20127795527156547
reliable
true
passes
false
7
name
"Hunter"
dialogue
"** Are those two girls in the background?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8435722411831627
tl
0.6496815286624203
de
0.5416666666666666
sv
0.5192307692307693
ro
0.5132743362831859
nl
0.46601941747572817
yo
0.4148936170212766
fr
0.40860215053763443
sq
0.39293598233995586
sl
0.358974358974359
ms
0.3574766355140187
it
0.3483412322274882
no
0.25675675675675674
az
0.233983286908078
pl
0.233983286908078
da
0.22096317280453256
reliable
true
passes
true
8
name
"Melanie"
dialogue
"*Yes! Yes, they were there. And then—*"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8577235772357724
de
0.5042492917847025
tl
0.38811188811188807
yo
0.3613138686131387
sq
0.308300395256917
reliable
true
passes
false
9
name
"Hunter"
dialogue
"** I'm sorry. I have to go. Stay here. Please. Don't leave town."
detectedLang
"en"
heavyLang
"en"
scores
en
0.8175182481751825
tl
0.5238095238095238
da
0.4936708860759494
pl
0.4798439531859558
yo
0.42938659058487877
hr
0.3893129770992366
no
0.38837920489296635
cs
0.3710691823899371
sq
0.36908517350157727
it
0.34959349593495936
sk
0.33774834437086093
ro
0.3220338983050847
lv
0.3162393162393162
lt
0.2945326278659612
ca
0.25650557620817843
sv
0.25650557620817843
sl
0.23224568138195778
pt
0.2
be
0.14893617021276595
tr
0.14893617021276595
hu
0.14346895074946467
az
0.13606911447084233
et
0.13606911447084233
is
0.13606911447084233
uk
0.13606911447084233
vi
0.13606911447084233
reliable
true
passes
true
10
name
"Melanie"
dialogue
"*What? Wait—*"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8371335504885994
reliable
false
passes
true
11
name
"Hunter"
dialogue
"** Stay here. We'll figure out the language thing. This is important."
detectedLang
"en"
heavyLang
"en"
scores
en
0.8102066638549136
tl
0.6073298429319371
ro
0.5750708215297451
fr
0.569377990430622
nl
0.526813880126183
no
0.4668246445497631
ca
0.4545454545454546
da
0.45255474452554745
sq
0.41709844559585496
yo
0.39189189189189183
es
0.3715083798882682
pt
0.3715083798882682
it
0.3697478991596639
ms
0.35064935064935066
is
0.281150159744409
de
0.25742574257425743
hu
0.2549668874172185
sv
0.24369747899159663
lt
0.22945205479452058
tr
0.15094339622641512
et
0.14772727272727273
eu
0.14772727272727273
reliable
true
passes
true