TRUINT.AI

Model

Customer Sentiment LLM

Version v1.3
High drift

Accuracy

82.4%

Latency

1.9s

Cost / call

$0.031

7-day trend

-3.1

accuracy slipping

Drift timeline

Monthly accuracy for Customer Sentiment LLM over the last 12 months.

-16.8 pts over 12 months
OctDecFebAprJunAug
MonthAccuracyChangeDrift
Sep 202682.4%-1.4High
Aug 202683.8%-2.3Low
Jul 202686.1%-2.1Low
Jun 202688.2%-1.6Low
May 202689.8%-1.1Low
Apr 202690.9%-1.2Low
Mar 202692.1%-1.5Low
Feb 202693.6%-2.1Low
Jan 202695.7%-2.3Low
Dec 202598%-1.2Low
Nov 202599.2%0.0Low
Oct 202599.2%Low

Accuracy

Evaluation suites

Regression — golden set98% pass

Nightly, 12k cases · ran 2026-09-13

Robustness — adversarial91% pass

Perturbation suite v3 · ran 2026-09-13

Fairness — group parity82% pass

18 of 100 cohorts flagged · ran 2026-09-13

Hallucination — grounded QA74% pass

RAG benchmark, 2k prompts · ran 2026-09-13

Champion vs challenger

No challenger is running against this model.

Governance

Registered asset
Customer Sentiment LLM
Compliance score
71