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Run: 2026-03-03-01KJTZG3SEK62WHSXYDPB1JV5P
Run Details
Model:
ByteDance Seed 2.0 Mini
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
2m 15s
Cost:
$0.001850
Provider:
Seed
Evaluation summary
Score
Evaluator
Details Link
90.91%
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
### Scene Context: Cozy Maple Street Cafe in Alborn, MN, days before the annual apple festival. Melanie slumps in a corner booth, flipping through landscape photos on her DSLR—shots from the abandoned west orchard, the site of the town’s latest mysterious disappearance—her hands trembling slightly. Detective Hunter, in a rumpled field jacket with a visible badge clip, approaches her table. --- **Voice Sheet Dialogue:** Melanie: [starts, then softens when she spots his badge, voice wobbly with a heavy German lilt] Guten Tag. Ist hier etwas los? Ich hoffe, ich bin nicht im Wege. [Hello. Is something wrong? I hope I’m not in the way.] Hunter: [leans forward, sliding a laminated missing person poster across the table, speaking slow, deliberate English as if addressing someone new to the language] Hi. I’m Detective Hunter. I’m investigating a missing person from the old orchard. Did you see anything out there lately? Melanie: [blinks rapidly, brow furrowing as she struggles to parse his words, then shakes her head, voice rising slightly in panic] Ich verstehe nicht! Bitte sprechen Sie langsamer! Ich kann Englisch nicht verstehen! [I don’t understand! Please speak slower! I can’t understand English!] Hunter: [blinks, ears burning a little at his own bluntness, then gestures awkwardly between the poster, her camera, and his own chest to rephrase] Oh. Uh. Girl. Gone. Orchard. You? Take picture? Melanie: [eyes go wide, freezes, staring at the poster before her hands shake harder. She taps her camera’s screen, where a blurry shot of a crouched figure in a black jacket is visible] Ja… ich war dort. Ich hörte einen Knall. Dann rannte ich weg. [Yes… I was there. I heard a gunshot. Then I ran away.] Hunter: [leans in, even though he still can’t follow her words, but nods along as if he comprehends, scribbling a fast note in his notebook] Okay, thanks. That’s… important. Melanie: [voice breaking, gestures to the photo and her own chest, rushing to explain] Ich wusste nicht, was zu tun war! Ich wollte nicht sagen, weil ich Angst hatte! [I didn’t know what to do! I didn’t want to say anything because I was scared!] Hunter: [pulls a small notepad and pen from his pocket, scribbles a note before pushing it across the table to her: We’ll keep you safe. What did the man look like besides the jacket?] Melanie: [scans the note, breathing slowing a little, and responds in halting, study-abroad learned English] Tall… hood up. Voice low. Hunter: [jots that down quickly, then his cell phone buzzes loudly on his belt] Shit. Deputy just found a backpack matching the missing girl’s by the river. I gotta go. Melanie: [babbles a quick stream of grateful German] Danke! Sie sind nett! Danke für die Hilfe! [Thank you! You’re kind! Thank you for your help!] Hunter: [grins tightly, grabbing his notebook and hurrying toward the door] No problem! I’ll be back tomorrow!
created_at
"2026-03-03T23:10:58.876Z"
3/3/2026, 11:10:58 PM
model
"bytedance-seed/seed-2.0-mini-20260224"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
23550
moderation_latency
(null)
generation_time
134863
tokens_prompt
319
tokens_completion
4906
native_tokens_prompt
323
native_tokens_completion
4543
native_tokens_completion_images
(null)
native_tokens_reasoning
3828
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
0.0018495
router
(null)
provider_responses
0
endpoint_id
"9265aa87-9657-4d40-b9d7-2a70318e57d9"
id
"021772579458998a0b324f8ecfaf9ce03201b1eca3b66d82a8dd4"
is_byok
false
latency
23550
model_permaslug
"bytedance-seed/seed-2.0-mini-20260224"
provider_name
"Seed"
status
200
api_type
"completions"
id
"gen-1772579458-nDZ8rgLJ9nDZzKWwODL3"
upstream_id
"021772579458998a0b324f8ecfaf9ce03201b1eca3b66d82a8dd4"
total_cost
0.0018495
cache_discount
(null)
upstream_inference_cost
0
provider_name
"Seed"
Evaluation details
Result
Evaluator
Details
Meta Data
90.91%
Parse dialogue
n/a
dialogue
0
name
"Melanie"
dialogue
"Guten Tag. Ist hier etwas los? Ich hoffe, ich bin nicht im Wege."
detectedLang
"de"
heavyLang
"de"
scores
de
0.83395599833956
nl
0.4587280108254398
sk
0.3610223642172524
pl
0.3474714518760196
tr
0.3127147766323024
es
0.29577464788732394
sv
0.28825622775800713
eu
0.24953095684803
hi
0.20948616600790515
hr
0.20318725099601595
cs
0.2
fi
0.19839679358717435
ca
0.18032786885245902
fr
0.18032786885245902
ms
0.18032786885245902
no
0.17355371900826447
da
0.16317991631799164
reliable
true
passes
true
1
name
"Hunter"
dialogue
"Hi. I’m Detective Hunter. I’m investigating a missing person from the old orchard. Did you see anything out there lately?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8097763430943047
tl
0.6987951807228916
de
0.5459548706659328
nl
0.5393634840871022
fr
0.5236720554272517
pt
0.5147058823529412
ca
0.507168458781362
ro
0.5053956834532374
no
0.5048019207683073
sq
0.4748567791215786
sv
0.47385204081632654
it
0.46979434447300766
da
0.46911196911196906
ms
0.43298969072164945
es
0.3986880466472303
is
0.37688821752265855
et
0.3707093821510297
cs
0.36342592592592593
hr
0.3488555643251776
sk
0.32926829268292684
sl
0.2930591259640103
az
0.2744063324538259
lt
0.25339366515837103
fi
0.25203989120580234
pl
0.22535211267605632
yo
0.21503330161750714
hu
0.20977011494252876
lv
0.20673076923076925
tr
0.19747081712062256
hi
0.08435072142064373
eu
0.0782122905027933
vi
0.0782122905027933
reliable
true
passes
true
2
name
"Melanie"
dialogue
"Ich verstehe nicht! Bitte sprechen Sie langsamer! Ich kann Englisch nicht verstehen!"
detectedLang
"de"
heavyLang
"de"
scores
de
0.8201438848920863
nl
0.6285289747399703
no
0.4829369183040331
da
0.4324631101021567
is
0.3734335839598998
en
0.3710691823899371
sv
0.32157394843962006
lt
0.3150684931506849
pl
0.31224209078404397
it
0.30167597765363136
ro
0.2917847025495751
eu
0.2784992784992785
sk
0.2784992784992785
et
0.27641099855282203
ms
0.24127465857359634
hr
0.2295839753466872
fr
0.21011058451816747
sl
0.18032786885245902
cs
0.16666666666666666
fi
0.14965986394557826
hu
0.12587412587412586
es
0.11190053285968028
pt
0.11190053285968028
tl
0.11190053285968028
yo
0.11190053285968028
az
0.10554561717352416
ca
0.10554561717352416
sq
0.10554561717352416
reliable
true
passes
true
3
name
"Hunter"
dialogue
"Oh. Uh. Girl. Gone. Orchard. You? Take picture?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.7412008281573499
tl
0.6706192358366271
nl
0.4444444444444444
fr
0.4279176201372997
sl
0.3872549019607844
de
0.3686868686868687
hr
0.25595238095238093
it
0.25595238095238093
cs
0.2378048780487805
ro
0.2378048780487805
no
0.23076923076923078
sq
0.22118380062305293
yo
0.22118380062305293
reliable
true
passes
true
4
name
"Melanie"
dialogue
"Ja… ich war dort. Ich hörte einen Knall. Dann rannte ich weg."
detectedLang
"de"
heavyLang
"de"
scores
de
0.7932663910218547
fi
0.5238095238095238
et
0.3986254295532647
nl
0.38162544169611307
sk
0.37275985663082434
pl
0.35779816513761464
is
0.33962264150943394
sv
0.32432432432432434
en
0.25531914893617025
lv
0.24731182795698922
ca
0.2374727668845316
eu
0.2374727668845316
az
0.19908466819221968
no
0.19724770642201836
da
0.18604651162790697
sl
0.18604651162790697
sq
0.1764705882352941
yo
0.1764705882352941
reliable
true
passes
true
5
name
"Hunter"
dialogue
"Okay, thanks. That’s… important."
detectedLang
"en"
heavyLang
"en"
scores
en
0.800531914893617
tl
0.6646795827123696
fr
0.5714285714285714
ca
0.5697896749521989
it
0.5673076923076923
nl
0.5562130177514794
ro
0.55
es
0.4668246445497631
pt
0.4668246445497631
sq
0.4260204081632653
vi
0.39189189189189183
da
0.38016528925619836
no
0.38016528925619836
tr
0.26229508196721313
lt
0.2398648648648649
sv
0.22945205479452058
reliable
true
passes
true
6
name
"Melanie"
dialogue
"Ich wusste nicht, was zu tun war! Ich wollte nicht sagen, weil ich Angst hatte!"
detectedLang
"de"
heavyLang
"de"
scores
de
0.8294808639636226
nl
0.5609756097560975
da
0.4532199270959903
no
0.4396014943960149
sv
0.3885869565217392
en
0.375
yo
0.30769230769230765
sk
0.21602787456445993
pl
0.20353982300884957
cs
0.1818181818181818
ms
0.16356877323420074
tr
0.16356877323420074
es
0.15730337078651685
fr
0.15730337078651685
et
0.14772727272727273
tl
0.14772727272727273
it
0.14285714285714285
reliable
true
passes
true
7
name
"Melanie"
dialogue
"Tall… hood up. Voice low."
detectedLang
"en"
heavyLang
"en"
scores
en
0.7400346620450606
ja
0.5426829268292682
tl
0.38524590163934425
fr
0.34210526315789475
nl
0.34210526315789475
reliable
true
passes
false
8
name
"Hunter"
dialogue
"Shit. Deputy just found a backpack matching the missing girl’s by the river. I gotta go."
detectedLang
"en"
heavyLang
"en"
scores
en
0.7649186256781193
tl
0.6568109820485745
it
0.6055825242718447
sv
0.5732107682206172
da
0.4957331264546159
ca
0.4745351657235246
fr
0.45332211942809086
no
0.4268077601410935
yo
0.41704035874439455
pl
0.41282746160794936
nl
0.39759036144578314
pt
0.36647173489278756
cs
0.36149312377210213
de
0.3602362204724409
sq
0.35323383084577115
sk
0.34210526315789475
hu
0.3374108053007136
ms
0.33605720122574056
ro
0.3298969072164949
et
0.3107104984093319
is
0.30851063829787234
az
0.30406852248394006
fi
0.28017718715393136
hr
0.2785793562708102
lv
0.2562929061784897
es
0.2415402567094516
tr
0.18444165621079048
lt
0.18238993710691823
vi
0.1698595146871009
sl
0.12162162162162163
be
0.09722222222222222
eu
0.09722222222222222
uk
0.08835904628330996
reliable
true
passes
true
9
name
"Melanie"
dialogue
"Danke! Sie sind nett! Danke für die Hilfe!"
detectedLang
"de"
heavyLang
"de"
scores
de
0.830316742081448
nl
0.5054945054945055
no
0.44306930693069313
sk
0.40318302387267907
pl
0.33234421364985167
et
0.30769230769230765
hr
0.29467084639498436
sl
0.29467084639498436
yo
0.281150159744409
da
0.2474916387959866
sv
0.2474916387959866
reliable
true
passes
true
10
name
"Hunter"
dialogue
"No problem! I’ll be back tomorrow!"
detectedLang
"en"
heavyLang
"en"
scores
en
0.7755834829443448
tl
0.5867768595041323
hr
0.5059288537549407
no
0.4845360824742268
pl
0.47589098532494756
es
0.46120689655172414
pt
0.45652173913043476
ca
0.4529540481400437
lv
0.4517543859649123
lt
0.4212962962962963
hu
0.4186046511627907
sk
0.40191387559808617
sv
0.3946731234866829
it
0.38271604938271603
da
0.37810945273631835
de
0.37810945273631835
tr
0.3765586034912718
az
0.3734335839598998
sl
0.3556701030927836
yo
0.3055555555555556
ro
0.2492492492492493
cs
0.24698795180722888
nl
0.23076923076923078
et
0.22360248447204967
fr
0.22360248447204967
sq
0.21135646687697163
reliable
true
passes
true