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Run: 2026-07-25-01KYCXFKXA37KTEGYSWRDZJ9EV
Run Details
Model:
Gemini 3.5 Flash Lite (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (Hindi) in a story
Duration:
3.3s
Cost:
$0.001822
Provider:
Google AI Studio
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="Selvi"> Selvi is a 30-year old college student on a study abroad program. Born in India, she is fluent in Hindi 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 Hindi, 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: Selvi 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 Hindi, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Selvi and Hunter as a voice sheet: Selvi: "..." Hunter: "..."
Model response
Messages
Meta
AI
The crisp autumn air of Alborn, Minnesota, carried the distant scent of cinnamon and baking apples from the town square, but inside the cozy warmth of the Rusty Kettle Café, thirty-year-old Selvi was entirely focused on the digital screen of her camera. Her fingers gently scrolled through a series of landscape photographs she had captured earlier that morning near the edge of the woods. Detective Hunter, broad-shouldered and wearing his usual stern expression, stepped up to her table. The former Marine cast a glance at the camera, then down at the young college student from India who had recently arrived in town on a study abroad program. He needed answers about the strange commotion near the apple orchards the night before, and Selvi had been spotted on the periphery of the woods. Hunter cleared his throat, his voice flat and authoritative. "Excuse me. Miss? I need to ask you about what you saw out by the north ridge last night." Selvi looked up, her dark eyes wide with lingering fright. Her hands trembled slightly as she clutched the camera to her chest. She burst into a rapid stream of Hindi, her voice cracking with anxiety as she gestured wildly toward the dark tree line depicted in her latest photograph. Hunter blinked, his brow furrowing deeply. He stared at her, completely lost. He raised a hand, palm out. "Hold on, slow down. I don't understand a word of that. English, please?" Selvi, not yet knowing any English, shook her head frantically and pointed at the camera's screen again, speaking even faster, her tone urgent and distressed. Hunter sighed, rubbing the bridge of his nose with a calloused thumb, trying to piece together her body language—the trembling hands, the fearful glances toward the door. He pointed at the camera, trying universal sign language. "Picture? You saw something in the picture?" Selvi let out a troubled sigh, her shoulders slumping as she realized the language barrier, though she tapped the screen insistently, her Hindi softening into a worried plea. Before Hunter could attempt to gesture for a translation app, his cell phone buzzed loudly in his jacket pocket. He pulled it out, glanced at the screen, and muttered a curse under his breath. He looked back down at Selvi, who was watching him warily. "Duty calls," Hunter said grimly, turning on his heel. "Stay put." *** Selvi: "अरे भगवान, मैंने कुछ बहुत भयानक देखा! जंगल में... वहाँ कुछ गलत है, कोई गायब हो गया है, मुझे पता है!" Hunter: "Excuse me. Miss? I need to ask you about what you saw out by the north ridge last night." Selvi: "नहीं, नहीं, अंग्रेजी नहीं समझती मैं। लेकिन यह देखिए, इस कैमरे में... कल रात मैंने तस्वीर ली थी, वहाँ कुछ परछाई थी, बहुत डरावनी!" Hunter: "Hold on, slow down. I don't understand a word of that. English, please?" Selvi: "वह आदमी... वह अधिकारी मेरी बात क्यों नहीं समझ रहा? मुझे बहुत डर लग रहा है इस छोटे से शहर में।" Hunter: "Picture? You saw something in the picture?" Selvi: "हाँ! तस्वीर देखो! कोई खतरे में है!" Hunter: "Duty calls. Stay put."
created_at
"2026-07-25T15:14:45.299Z"
7/25/2026, 3:14:45 PM
model
"google/gemini-3.5-flash-lite-20260721"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
281
moderation_latency
(null)
generation_time
3272
tokens_prompt
302
tokens_completion
960
native_tokens_prompt
289
native_tokens_completion
694
native_tokens_completion_images
0
native_tokens_reasoning
0
native_tokens_cached
0
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
"default"
usage
0.0018217
router
(null)
provider_responses
0
endpoint_id
"6bd8f433-79e1-416c-b407-1772eb796c9a"
id
"5dJkasqxFqOD-8YPvtO50QE"
is_byok
false
latency
281
model_permaslug
"google/gemini-3.5-flash-lite-20260721"
provider_name
"Google AI Studio"
status
200
user_agent
"langchainjs-openai/1.0.0 ((node/v24.18.0; linux; x64))"
http_referer
(null)
request_id
"req-1784992485-W6OigKvLkOJd7QxwKNbj"
session_id
(null)
preset_id
(null)
api_type
"completions"
id
"gen-1784992485-ey7fNkTQxO8vSI7eGPfc"
upstream_id
"5dJkasqxFqOD-8YPvtO50QE"
total_cost
0.0018217
cache_discount
(null)
upstream_inference_cost
0
provider_name
"Google AI Studio"
response_cache_source_id
(null)
data_region
"global"
Evaluation details
Result
Evaluator
Details
Meta Data
100.00%
Parse dialogue
n/a
dialogue
0
name
"Hunter"
dialogue
"Excuse me. Miss? I need to ask you about what you saw out by the north ridge last night."
detectedLang
"en"
heavyLang
"en"
scores
en
0.8161176846818037
tl
0.6392722710163111
no
0.5064377682403434
da
0.4554924242424242
cs
0.4362745098039216
yo
0.413265306122449
pl
0.39727463312368977
et
0.3940990516332982
sq
0.3850267379679145
sk
0.37158469945355194
ms
0.31302270011947436
hr
0.3072289156626506
nl
0.2987804878048781
fr
0.29706601466992666
sv
0.2730720606826802
sl
0.26658163265306123
it
0.2532467532467532
es
0.24639580602883354
lv
0.24342105263157895
pt
0.23230974632843793
lt
0.22506738544474394
ca
0.1935483870967742
ro
0.13533834586466165
fi
0.11538461538461538
de
0.11402157164869028
be
0.10852713178294573
tr
0.10852713178294573
hu
0.1043613707165109
az
0.0987460815047022
is
0.0987460815047022
uk
0.0987460815047022
vi
0.0987460815047022
reliable
true
passes
true
1
name
"Hunter"
dialogue
"Hold on, slow down. I don't understand a word of that. English, please?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8207171314741035
da
0.6073298429319371
no
0.6045694200351494
tl
0.5790458372310571
sv
0.5182012847965739
ro
0.5135135135135136
de
0.47976878612716767
hr
0.47735191637630664
cs
0.46808510638297873
yo
0.4668246445497631
pl
0.46619217081850534
nl
0.4538834951456311
ca
0.4532199270959903
sk
0.4485294117647059
is
0.4007989347536618
et
0.3835616438356164
it
0.34782608695652173
fr
0.3343195266272189
hu
0.33135215453194655
fi
0.3212669683257918
sq
0.31402439024390244
tr
0.24623115577889448
lt
0.24369747899159663
pt
0.23728813559322032
ms
0.23076923076923078
az
0.22813036020583194
lv
0.22813036020583194
vi
0.22813036020583194
es
0.22680412371134018
sl
0.16666666666666666
hi
0.15730337078651685
be
0.1346153846153846
eu
0.1346153846153846
uk
0.12280701754385964
reliable
true
passes
true
2
name
"Hunter"
dialogue
"Picture? You saw something in the picture?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.832089552238806
tl
0.7007978723404256
ms
0.5953237410071942
yo
0.5417515274949084
nl
0.5161290322580645
sl
0.5098039215686274
it
0.5087336244541485
ro
0.4943820224719101
de
0.49209932279909707
fr
0.4578313253012048
sv
0.45121951219512196
sq
0.39839572192513373
no
0.296875
hr
0.27652733118971057
az
0.27184466019417475
pl
0.27184466019417475
cs
0.25742574257425743
da
0.25742574257425743
es
0.25742574257425743
pt
0.25742574257425743
reliable
true
passes
true
3
name
"Hunter"
dialogue
"Stay put."
detectedLang
"en"
heavyLang
"en"
scores
en
0.8181818181818182
hr
0.7142857142857143
reliable
false
passes
true
4
name
"Selvi"
dialogue
"अरे भगवान, मैंने कुछ बहुत भयानक देखा! जंगल में... वहाँ कुछ गलत है, कोई गायब हो गया है, मुझे पता है!"
detectedLang
"hi"
heavyLang
"hi"
scores
hi
0.876311844077961
mr
0.8699353618161754
reliable
true
passes
true
5
name
"Hunter"
dialogue
"Excuse me. Miss? I need to ask you about what you saw out by the north ridge last night."
detectedLang
"en"
heavyLang
"en"
scores
en
0.8161176846818037
tl
0.6392722710163111
no
0.5064377682403434
da
0.4554924242424242
cs
0.4362745098039216
yo
0.413265306122449
pl
0.39727463312368977
et
0.3940990516332982
sq
0.3850267379679145
sk
0.37158469945355194
ms
0.31302270011947436
hr
0.3072289156626506
nl
0.2987804878048781
fr
0.29706601466992666
sv
0.2730720606826802
sl
0.26658163265306123
it
0.2532467532467532
es
0.24639580602883354
lv
0.24342105263157895
pt
0.23230974632843793
lt
0.22506738544474394
ca
0.1935483870967742
ro
0.13533834586466165
fi
0.11538461538461538
de
0.11402157164869028
be
0.10852713178294573
tr
0.10852713178294573
hu
0.1043613707165109
az
0.0987460815047022
is
0.0987460815047022
uk
0.0987460815047022
vi
0.0987460815047022
reliable
true
passes
true
6
name
"Selvi"
dialogue
"नहीं, नहीं, अंग्रेजी नहीं समझती मैं। लेकिन यह देखिए, इस कैमरे में... कल रात मैंने तस्वीर ली थी, वहाँ कुछ परछाई थी, बहुत डरावनी!"
detectedLang
"hi"
heavyLang
"hi"
scores
hi
0.8754743833017078
mr
0.8682228915662651
reliable
true
passes
true
7
name
"Hunter"
dialogue
"Hold on, slow down. I don't understand a word of that. English, please?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8207171314741035
da
0.6073298429319371
no
0.6045694200351494
tl
0.5790458372310571
sv
0.5182012847965739
ro
0.5135135135135136
de
0.47976878612716767
hr
0.47735191637630664
cs
0.46808510638297873
yo
0.4668246445497631
pl
0.46619217081850534
nl
0.4538834951456311
ca
0.4532199270959903
sk
0.4485294117647059
is
0.4007989347536618
et
0.3835616438356164
it
0.34782608695652173
fr
0.3343195266272189
hu
0.33135215453194655
fi
0.3212669683257918
sq
0.31402439024390244
tr
0.24623115577889448
lt
0.24369747899159663
pt
0.23728813559322032
ms
0.23076923076923078
az
0.22813036020583194
lv
0.22813036020583194
vi
0.22813036020583194
es
0.22680412371134018
sl
0.16666666666666666
hi
0.15730337078651685
be
0.1346153846153846
eu
0.1346153846153846
uk
0.12280701754385964
reliable
true
passes
true
8
name
"Selvi"
dialogue
"वह आदमी... वह अधिकारी मेरी बात क्यों नहीं समझ रहा? मुझे बहुत डर लग रहा है इस छोटे से शहर में।"
detectedLang
"hi"
heavyLang
"hi"
scores
hi
0.880509824747743
mr
0.8720864127345083
reliable
true
passes
true
9
name
"Hunter"
dialogue
"Picture? You saw something in the picture?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.832089552238806
tl
0.7007978723404256
ms
0.5953237410071942
yo
0.5417515274949084
nl
0.5161290322580645
sl
0.5098039215686274
it
0.5087336244541485
ro
0.4943820224719101
de
0.49209932279909707
fr
0.4578313253012048
sv
0.45121951219512196
sq
0.39839572192513373
no
0.296875
hr
0.27652733118971057
az
0.27184466019417475
pl
0.27184466019417475
cs
0.25742574257425743
da
0.25742574257425743
es
0.25742574257425743
pt
0.25742574257425743
reliable
true
passes
true
10
name
"Selvi"
dialogue
"हाँ! तस्वीर देखो! कोई खतरे में है!"
detectedLang
"hi"
heavyLang
"hi"
scores
hi
0.8848334514528703
mr
0.884710890386662
reliable
true
passes
true
11
name
"Hunter"
dialogue
"Duty calls. Stay put."
detectedLang
"en"
heavyLang
"en"
scores
en
0.7702205882352942
de
0.5860927152317881
hr
0.5
es
0.4292237442922375
ca
0.4131455399061033
reliable
true
passes
true