FIBRE

kimi-k3

Moonshot

Ranked 2 of 14 overall. Strongest on discovery & prediction at 98.9, weakest on credit analysis at 83.5.

Score
90.1
rank 2 of 14
Latency
400s
median per task
Cost
$0.332
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 Analysis83.5 · 62
Monitoring97.3 · 20
Structured Products98.6 · 18
Research Intelligence88.3 · 10
Discovery & Prediction98.9 · 2

Where it sits

kimi-k3 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-Taskkimi-k3
kimi-k3 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
15.4
searches, reads and calculations per task

Where it lost the most

Its lowest-scoring tasks on question-answering.
PARTIAL
Trade Idea Extraction
Research Intelligence
30.0
PARTIAL
Spread Analysis
Credit Analysis
31.6
PARTIAL
Spread Analysis
Credit Analysis
35.3
PARTIAL
Curve Trade Analysis
Credit Analysis
46.4
PARTIAL
Initial Credit Assessment
Credit Analysis
47.1