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Run: 2026-09-02-01M1GWZ39FTQN8NCBYMEMCGBVT
Run Details
Model:
Z.AI GLM 5.3 Flash (Reasoning, Max)
Test:
Dialogue tags
Scenario:
Write 500 words with 30% dialogue
Duration:
3m 52s
Cost:
$0.003108
Provider:
Z.AI
Evaluation summary
Score
Evaluator
Details Link
100.00%
Matches word count
(details)
96.85%
Dialogue to Total Word Ratio
(details)
98.4248%
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 safe house was the back room of Suds Your Duds, a laundromat that had never once been audited, and every wall was papered with surveillance photos of the Maplewood Community Center. Molly had spent three weeks on this job—photographing parking lots, charting nap schedules, identifying the birthday boy, one Tyler Henderson, soon to be seven. She weighted the blueprint down with coffee mugs and tapped the circle in red marker. "The gift table. East wing, between the bouncy castle and the punch bowl. Forty packages, unguarded." Bill leaned in, toothpick migrating from one corner of his mouth to the other. Twenty years in the business had taught him that when Molly circled something in red marker, someone, somewhere, was about to have a very bad day. Usually it was a bank. Today the red circle contained forty wrapped presents and a cardboard cutout of a cartoon dinosaur, and Bill was beginning to suspect the bad day would be his. "What kind of fools leave presents unguarded?" "Children's party fools. We hit Saturday. Three o'clock, during the piñata." "They keep their valuables somewhere toddlers whack with sticks?" "The piñata is a decoy—cheap candy. The real goods sit on the table with the curly bows. Every adult will be filming the piñata on their phones. Ninety seconds, Bill. That's our window." Bill straightened up and paced the length of the room, which he did when a plan was either brilliant or insane. With Molly it was historically both. The last time she'd worn this particular expression, they'd ended up on the news dressed as raccoon mascots at the balloon festival, an incident neither of them discussed, and the word unfortunate did a lot of heavy lifting whenever it came up. "Guards?" "One grandmother. She's guarding the cake. Different jurisdictions." "Exit?" "Bouncy castle. It backs against the east fence. Socks only—no prints." Bill stopped pacing. He stared at the surveillance photo of the castle, a colossal inflatable velociraptor with a smug expression, its tail flicking toward the east fence like it had been installed by fate itself. He felt something stir in his chest, something he hadn't felt since the armored car in Reno, and it took him a moment to identify it as professional respect. "Twenty years, Molly. Banks, museums, that armored car. And now sock-sliding down an inflatable dinosaur." "Velociraptor." "There's nothing classy about a heist with a juice station." "It's a supply point. Stay hydrated." Bill removed the toothpick and set it on the table like a man laying down his sword. Then he offered her his hand. "In and out in ninety seconds?" "Give or take a round of musical chairs." Molly shook it. Her handshake could crack walnuts, a skill that had come in handy at the Brussels job and in at least one divorce. Somewhere across town, a boy named Tyler was about to have the most memorable seventh birthday of his young life, though not for the reasons his parents intended.
created_at
"2026-09-02T11:09:47.195Z"
9/2/2026, 11:09:47 AM
model
"z-ai/glm-5.3-flash-20260826"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
1081
moderation_latency
(null)
generation_time
232362
tokens_prompt
75
tokens_completion
10805
native_tokens_prompt
73
native_tokens_completion
12412
native_tokens_completion_images
(null)
native_tokens_reasoning
11768
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
0.003108475
router
(null)
user_agent
"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer
(null)
request_id
"req-1788347387-24doCym7vCrMXXQQ0Ii9"
session_id
(null)
preset_id
(null)
api_type
"completions"
id
"gen-1788347387-f79TKkJ1avIq80IcpxDK"
upstream_id
"202609021909479f138e3349454d1c"
provider_responses
0
endpoint_id
"8e9fe48b-2f91-41c3-a8a7-e4a93a8c4ff0"
id
"202609021909479f138e3349454d1c"
is_byok
false
latency
1080
model_permaslug
"z-ai/glm-5.3-flash-20260826"
provider_name
"Z.AI"
status
200
total_cost
0.003108475
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
100.00%
Matches word count
n/a
neededClean
false
words
499
96.85%
Dialogue to Total Word Ratio
Ratio: 29.20%, Deviation: 0.80%
neededClean
false
wordsTotal
500
wordsDialogue
146
98.4248%