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Run: 2026-09-02-01M1GTE5TC1HXR68M75CNNNH0V
Run Details
Model:
Z.AI GLM 5.3 Flash (Reasoning, Max)
Test:
Dialogue tags
Scenario:
Write 500 words with 30% dialogue
Duration:
3m 39s
Cost:
$0.002863
Provider:
Z.AI
Evaluation summary
Score
Evaluator
Details Link
43.38%
Matches word count
(details)
97.80%
Dialogue to Total Word Ratio
(details)
70.5903%
Overall
Model input
User/Human
You are a author of comedic heist books. Please write a 500 word scene that has 30% words of dialogue between two thieves named Molly and Bill who are planning to break into a children's party to steal all the presents. Only include the prose of the scene without any markdown or commentary.
Model response
Messages
Meta
AI
The surveillance van sat across from the Maplewood Community Center, engine ticking, windows fogged except for two portholes Molly had wiped with surgical precision. On her lap sat a binder labeled OPERATION SUGAR RUSH, tabbed by phase, laminated against juice. Inside were floor plans of a room with one door, one window, and a folding table Molly had designated "the vault," plus photographs of the uncle on grill duty, an aerial sketch of the bouncy castle marked NO-MAN'S-LAND, and a threat assessment of a four-year-old described as "armed with a juice box and zero fear." "Say it out loud one more time," Bill said. "I want to hear how insane it is in your voice." "Two o'clock Saturday, the Delgado boy turns seven. Eleven hundred dollars of merchandise — a drone, a console, a life-size T-Rex taller than your mother — sitting on a card table guarded by an uncle named Darryl." Bill pressed his forehead to the steering wheel. They had once stolen a crown off a moving train, and it had been less complicated than this. He said so. "And this is harder?" He listed the complications. Children, for one. Children scream, and screaming draws parents, and parents call police. "That's why we go during cake. Nobody in history has abandoned cake." She flipped to the threats section: Biscuit, a golden retriever with no discipline; the piñata, which intel suggested had been stuffed with toothbrushes by clever parents; and the balloons, which Bill refused to touch since the incident that Molly had agreed never to mention again. He asked about the dog. "Biscuit's weakness is string cheese. A block will be taped to your forearm." Bill looked at his forearm, then at the ceiling of the van, negotiating with a higher power. He asked why she'd been planning this for three weeks. "Four. I don't do sloppy work. I did sloppy work in Reno, and I still wake up screaming." Then came the masterstroke. Molly reached into the duffel and produced two rainbow wigs, a polka-dot jumpsuit, and two red foam noses. They would enter as the hired entertainment: balloon animals at two forty-five, the table unattended by three, gone by three-ten. Bill noted that he had a law degree. "Not anymore. Today you're Bubbles." He accepted the nose the way a man accepts a subpoena. Outside, guests arrived, and he watched a kid drag a wrapped box nearly his own size up the sidewalk. Something happened to Bill's face, some muscle memory of conscience. "He's seven. He'll cry." "He'll get over it." "He'll cry, and it'll be my fault, and I'll think about it at four in the morning forever." Molly watched the T-Rex plush disappear through the double doors. Something behind her eyes recalculated. "Fine. The T-Rex only. The console stays. And we leave a twenty in the card box." Bill exhaled, a sound like a man pardoned, and asked what she planned to go by out there. "Giggles." He looked at her wig, her dead eyes, her foam nose, and told her it was the most terrifying thing he'd heard all day. "Thank you."
created_at
"2026-09-02T10:25:35.573Z"
9/2/2026, 10:25:35 AM
model
"z-ai/glm-5.3-flash-20260826"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
816
moderation_latency
(null)
generation_time
218951
tokens_prompt
75
tokens_completion
10407
native_tokens_prompt
73
native_tokens_completion
11431
native_tokens_completion_images
(null)
native_tokens_reasoning
10745
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
(null)
usage
0.002863225
router
(null)
user_agent
"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer
(null)
request_id
"req-1788344735-DLYWg1xBCAJjlzlx1bHy"
session_id
(null)
preset_id
(null)
api_type
"completions"
id
"gen-1788344735-wu2T7SJQtTNz73pBLcXa"
upstream_id
"20260902182535193d7aa8ab4f4b56"
provider_responses
0
endpoint_id
"8e9fe48b-2f91-41c3-a8a7-e4a93a8c4ff0"
id
"20260902182535193d7aa8ab4f4b56"
is_byok
false
latency
816
model_permaslug
"z-ai/glm-5.3-flash-20260826"
provider_name
"Z.AI"
status
200
total_cost
0.002863225
cache_discount
(null)
upstream_inference_cost
0
provider_name
"Z.AI"
response_cache_source_id
(null)
data_region
"global"
workspace_id
"97e315e5-d303-487d-83c1-83180e8a13d4"
Evaluation details
Result
Evaluator
Details
Meta Data
43.38%
Matches word count
n/a
neededClean
false
words
517
97.80%
Dialogue to Total Word Ratio
Ratio: 30.67%, Deviation: 0.67%
neededClean
false
wordsTotal
525
wordsDialogue
161
70.5903%