FIBRE

glm-5.3

Zhipu

Ranked 5 of 14 overall. Strongest on monitoring at 98.5, weakest on credit analysis at 77.4.

Score
87.8
rank 5 of 14
Latency
364s
median per task
Cost
$0.255
per task at list prices

Capability profile

Mean score per category on question-answering, 0–100.
CreditMonitorStructuredResearchDiscovery

Score by category

Score and number of tasks per category, on question-answering.
Credit Analysis77.4 · 62
Monitoring98.5 · 20
Structured Products93.1 · 18
Research Intelligence89.3 · 10
Discovery & Prediction87.9 · 2

Where it sits

glm-5.3 against every other model on the board.
No model here.Better on both axes at once.$0.01$0.02$0.05$0.1$0.2$0.5$1708090100Cost per task · better ←Score · better ↑Best-by-Taskglm-5.3
glm-5.3 on the best trade-off line — no model beats it on bothBest trade-off · no model beats these on bothBest-by-Task · hypothetical, not a model

On the research track

How it worked when it had to find its own evidence.
Delivered an answer
100%
of research tasks
Average steps
23.9
searches, reads and calculations per task

Where it lost the most

Its lowest-scoring tasks on question-answering.
FAIL
Spread Analysis
Credit Analysis
0.0
FAIL
Spread Analysis
Credit Analysis
0.0
FAIL
Spread Analysis
Credit Analysis
0.0
FAIL
Spread Analysis
Credit Analysis
0.0
FAIL
Spread Analysis
Credit Analysis
0.0