NC Bench
Overview
About
Tests
Categories
Models
Vendors
Compare
Run: 2026-07-25-01KYCX4A348Q6WA0FFSG20BAFA
Run Details
Model:
Thinking Machines Inkling
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
1m 35s
Cost:
$0.002879
Provider:
DeepInfra
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
The afternoon sun slanted through the café windows of Alborn, MN, catching the lens of the camera Melanie turned slowly in her hands. At thirty, the German study-abroad student had no English to bridge the gap with the Midwest town—only her fluent native tongue, her troubled eyes, and the photos she had taken near the orchard. Detective Hunter, thirty-five and carrying the rigid posture of a former Marine, approached her table. His investigation into the recent disappearances in the town of 3,000 had led him here, to the apple-festival crowd, and to the silent witness with the camera. Melanie: "Ich... ich habe etwas gesehen. Gestern Abend, nahe dem alten Apfelfestplatz. Es war nicht richtig—jemand ist verschwunden, und mein Foto..." (Voice trembling, she lowers the camera; her hands shake as she clutches it tighter, visibly shaken.) "...Die Schatten. Ich habe Angst. Ich kann nicht... nicht erklären, nicht ohne Worte." Hunter: "Ma'am, I'm Detective Hunter. I need to ask about what happened near the fairgrounds last night. Do you speak English? You saw something?" Melanie: "Nein... kein Englisch. Es tut mir leid. Ich bin Melanie... Fotografin... aus Deutschland. Die Person—verschwunden. Mein Bild zeigt..." Hunter: "German? I don't... I don't know any German, not even basics. Look, I need to know if you saw who disappeared." (He frowns, confused, gesturing to the camera with a firm but frustrated motion.) "Photos? Show me the camera. Did you take pictures?" Melanie: "Ja... Fotos. Hier—sehen Sie? Die Dunkelheit... es war schrecklich. Ich bin so erschüttert. Bitte... helfen Sie?" Hunter: "I can't understand you, but you're upset. Stay right here. Don't leave." (He pulls out his notepad, points to himself, then to her, trying to bridge the language gap with sharp, no-nonsense gestures.) "We'll figure this out. Just... wait." They sat in strained silence, Hunter attempting to read her expressions and the images on the small screen, Melanie answering in rapid, troubled German he could not decode—pointing at her camera, then at the window toward the orchard, shaking her head. Then Hunter's phone rang. He answered, his jaw tightening. Hunter: "Hunter here." (Listening, his expression hardening.) "Another one? Where? I'm on my way." Melanie: "Was ist los? Noch jemand?" Hunter: "I have to go. Stay here. We'll talk later—I'll get a translator." (He stands abruptly, giving her a brief, serious nod before turning away, leaving her alone with her camera and her untranslatable fear.) "Don't leave town." Melanie: "Warten Sie! Ich... ich muss Ihnen noch zeigen—" But Hunter was already moving through the café door, back into the apple-scented air of Alborn, leaving Melanie shaken, unheard, and holding the only evidence neither of them could yet speak.<|end_message|>
created_at
"2026-07-25T15:08:34.797Z"
7/25/2026, 3:08:34 PM
model
"thinkingmachines/inkling-20260715"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
934
moderation_latency
(null)
generation_time
93392
tokens_prompt
306
tokens_completion
724
native_tokens_prompt
279
native_tokens_completion
655
native_tokens_completion_images
(null)
native_tokens_reasoning
0
native_tokens_cached
64
num_media_prompt
(null)
num_input_audio_prompt
(null)
num_media_completion
0
num_search_results
(null)
num_fetches
(null)
web_search_engine
(null)
origin
"https://ncbench.com/"
is_byok
false
finish_reason
"stop"
native_finish_reason
"stop"
service_tier
(null)
usage
0.00287863
router
(null)
provider_responses
0
endpoint_id
"d6b9d68e-115a-49d7-81cd-1ad1c6942b0e"
id
"chatcmpl-RsmczvgIXL96Nt3AgJgPCKIu"
is_byok
false
latency
73
model_permaslug
"thinkingmachines/inkling-20260715"
provider_name
"DeepInfra"
status
200
user_agent
"langchainjs-openai/1.0.0 ((node/v24.18.0; linux; x64))"
http_referer
(null)
request_id
"req-1784992115-zxjaXzQd530HGPJC9TVS"
session_id
(null)
preset_id
(null)
api_type
"completions"
id
"gen-1784992115-fVOLUryzqtwAwaRTIDrT"
upstream_id
"chatcmpl-RsmczvgIXL96Nt3AgJgPCKIu"
total_cost
0.00287863
cache_discount
0.00005312
upstream_inference_cost
0
provider_name
"DeepInfra"
response_cache_source_id
(null)
data_region
"global"
Evaluation details
Result
Evaluator
Details
Meta Data
100.00%
Parse dialogue
n/a
dialogue
0
name
"Melanie"
dialogue
"Ich... ich habe etwas gesehen. Gestern Abend, nahe dem alten Apfelfestplatz. Es war nicht richtig—jemand ist verschwunden, und mein Foto..."
detectedLang
"de"
heavyLang
"de"
scores
de
0.8119896862913621
nl
0.497991967871486
sv
0.4307091737150293
no
0.38249823570924485
en
0.36084733382030676
es
0.35803374908290536
da
0.34798807749627425
ca
0.32117920868890615
sk
0.3169398907103825
it
0.29775280898876405
fr
0.28454619787408014
ro
0.27204658901830286
pt
0.24242424242424243
hu
0.24111014744145706
tr
0.23846823324630112
cs
0.21242124212421243
lv
0.1729678638941399
pl
0.16904083570750236
lt
0.1610738255033557
tl
0.1610738255033557
is
0.14383561643835618
ms
0.14383561643835618
sq
0.13708086785009863
hr
0.13452027695351138
sl
0.13452027695351138
eu
0.11616161616161616
hi
0.10805300713557595
fi
0.09138110072689512
yo
0.09138110072689512
az
0.06316916488222697
et
0.06316916488222697
reliable
true
passes
true
1
name
"Hunter"
dialogue
"Ma'am, I'm Detective Hunter. I need to ask about what happened near the fairgrounds last night. Do you speak English? You saw something?"
detectedLang
"en"
heavyLang
"ga"
scores
en
0.8101395730706076
tl
0.6166597596353087
no
0.41750629722921917
da
0.40629011553273425
fr
0.3681693989071039
cs
0.35941828254847646
hr
0.35719249478804727
sv
0.3522408963585434
yo
0.3430397727272727
sq
0.34210526315789475
ro
0.338340486409156
pt
0.3354885057471264
pl
0.30398796087283675
ms
0.29496951219512196
ca
0.2895545314900153
sl
0.28405572755417957
it
0.27507836990595613
sk
0.26645519429024583
de
0.25583266291230894
nl
0.24857839155158404
et
0.23172757475083056
es
0.2167654530059272
lv
0.16666666666666666
vi
0.1583257506824386
lt
0.15293040293040291
tr
0.1223908918406072
be
0.07035175879396985
hu
0.06754032258064516
az
0.06376518218623482
is
0.06376518218623482
uk
0.06376518218623482
reliable
true
passes
true
2
name
"Melanie"
dialogue
"Nein... kein Englisch. Es tut mir leid. Ich bin Melanie... Fotografin... aus Deutschland. Die Person—verschwunden. Mein Bild zeigt..."
detectedLang
"de"
heavyLang
"de"
scores
de
0.8012916045702931
nl
0.5844155844155844
sv
0.47575360419397117
no
0.43741209563994377
da
0.41046425939572584
ms
0.41046425939572584
ca
0.3930197268588771
sk
0.3902439024390244
es
0.38461538461538464
sq
0.37839937839937837
en
0.3665874901029295
pl
0.35379644588045234
ro
0.3469387755102041
tr
0.3360995850622407
hr
0.3150684931506849
lt
0.313893653516295
it
0.3049522154648132
hu
0.2988606485539001
pt
0.28762243989314334
lv
0.2837958818263205
tl
0.2831541218637993
is
0.2613111726685134
fr
0.2047713717693837
cs
0.19436052366565962
et
0.18450560652395515
yo
0.1836734693877551
az
0.1811668372569089
sl
0.14621131270010673
reliable
true
passes
true
3
name
"Hunter"
dialogue
"German? I don't... I don't know any German, not even basics. Look, I need to know if you saw who disappeared."
detectedLang
"en"
heavyLang
"en"
scores
en
0.8215444516547696
tl
0.461839530332681
ca
0.4527363184079602
nl
0.4142705005324814
it
0.39692982456140347
cs
0.36342592592592593
sv
0.358974358974359
tr
0.3559718969555035
ms
0.3276283618581907
pl
0.32182490752157833
hr
0.3167701863354037
no
0.3159203980099502
ro
0.31335830212234705
da
0.3064312736443884
yo
0.289405684754522
sk
0.27055702917771884
sq
0.27055702917771884
et
0.26861702127659576
lv
0.25170068027210885
lt
0.2329149232914923
de
0.21540656205420827
eu
0.20174165457184323
az
0.19472913616398244
sl
0.18032786885245902
fr
0.12280701754385964
be
0.11290322580645161
es
0.11290322580645161
hu
0.1085899513776337
is
0.10277324632952692
uk
0.10277324632952692
vi
0.10277324632952692
reliable
true
passes
true
4
name
"Melanie"
dialogue
"Ja... Fotos. Hier—sehen Sie? Die Dunkelheit... es war schrecklich. Ich bin so erschüttert. Bitte... helfen Sie?"
detectedLang
"de"
heavyLang
"de"
scores
de
0.8204207285787583
nl
0.5073891625615764
no
0.3939393939393939
ca
0.35779816513761464
sk
0.3524514338575393
lv
0.3451824134705332
pl
0.3433395872420263
et
0.32038834951456313
en
0.3027888446215139
sl
0.2985971943887776
es
0.29292929292929293
yo
0.29221435793731043
fi
0.25611052072263546
lt
0.2505353319057816
da
0.23413566739606126
fr
0.1935483870967742
tr
0.18414918414918416
pt
0.16963226571767495
it
0.16467780429594273
sq
0.16467780429594273
sv
0.1606714628297362
eu
0.1411042944785276
hu
0.12718204488778054
vi
0.12390488110137672
ms
0.1116751269035533
tl
0.1116751269035533
cs
0.08735332464146023
hr
0.08735332464146023
az
0.077733860342556
ro
0.077733860342556
reliable
true
passes
true
5
name
"Hunter"
dialogue
"I can't understand you, but you're upset. Stay right here. Don't leave."
detectedLang
"en"
heavyLang
"en"
scores
en
0.8017446471054719
no
0.5078740157480316
da
0.5069033530571991
tl
0.500998003992016
sv
0.4110718492343934
cs
0.34810951760104303
de
0.34810951760104303
sq
0.31880108991825606
pl
0.28977272727272724
nl
0.2625368731563422
ro
0.24698795180722888
fr
0.24471299093655588
sk
0.24357034795764
yo
0.24357034795764
hr
0.21752738654147105
ca
0.2163009404388715
is
0.21507064364207218
it
0.18699186991869918
fi
0.17355371900826447
be
0.12280701754385964
tr
0.12280701754385964
hu
0.11816578483245149
az
0.11190053285968028
et
0.11190053285968028
lt
0.11190053285968028
lv
0.11190053285968028
uk
0.11190053285968028
vi
0.11190053285968028
reliable
true
passes
true
6
name
"Hunter"
dialogue
"Hunter here."
detectedLang
"en"
heavyLang
"en"
scores
en
0.8036649214659686
sq
0.6794871794871795
de
0.5398773006134969
da
0.5222929936305732
no
0.5098039215686274
fr
0.4897959183673469
sv
0.4827586206896552
tl
0.471830985915493
it
0.45652173913043476
nl
0.45652173913043476
pt
0.45652173913043476
ca
0.44029850746268656
ms
0.44029850746268656
ro
0.44029850746268656
sl
0.44029850746268656
tr
0.44029850746268656
reliable
true
passes
true
7
name
"Melanie"
dialogue
"Was ist los? Noch jemand?"
detectedLang
"de"
heavyLang
"de"
scores
de
0.8181818181818182
en
0.609375
nl
0.604221635883905
yo
0.5384615384615384
es
0.5283018867924528
hi
0.4140625
da
0.39759036144578314
tr
0.38524590163934425
ca
0.3697478991596639
ms
0.3697478991596639
fr
0.3333333333333333
ro
0.3333333333333333
reliable
true
passes
true
8
name
"Hunter"
dialogue
"I have to go. Stay here. We'll talk later—I'll get a translator."
detectedLang
"en"
heavyLang
"en"
scores
en
0.7893954410307235
pl
0.6178057553956835
da
0.6153846153846154
tl
0.5905587668593449
no
0.5591286307053942
hr
0.5360262008733625
sq
0.5159453302961275
cs
0.5011737089201878
yo
0.49704142011834324
nl
0.4904076738609112
sv
0.48918269230769235
sk
0.48296836982968366
ro
0.4785276073619632
de
0.45652173913043476
pt
0.4530244530244531
ca
0.4509043927648579
sl
0.4378306878306878
lv
0.4310575635876841
lt
0.4264507422402159
it
0.4162087912087912
fr
0.38672438672438675
et
0.36661698956780925
is
0.358974358974359
hu
0.3441358024691358
vi
0.34210526315789475
tr
0.33070866141732286
es
0.32965299684542587
az
0.3111831442463533
ms
0.30098684210526316
eu
0.24377224199288253
hi
0.15169660678642716
be
0.1414141414141414
fi
0.1290983606557377
uk
0.1290983606557377
reliable
true
passes
true
9
name
"Melanie"
dialogue
"Warten Sie! Ich... ich muss Ihnen noch zeigen—"
detectedLang
"de"
heavyLang
"de"
scores
de
0.8457742134484886
pl
0.5689655172413793
sv
0.44812362030905084
nl
0.4469026548672566
no
0.43438914027149317
es
0.3686868686868687
sk
0.3315508021390375
da
0.2690058479532163
eu
0.251497005988024
fi
0.251497005988024
ms
0.2378048780487805
ca
0.21875
tr
0.21875
reliable
true
passes
true