GPT-5.4 Mini (Non-reasoning): benchmark results

GPT-5.4 Mini evaluated with reasoning disabled. Provider: OpenAI. Released 2026-03-17. Access: API.

Aggregate Rating 1546 ± 12, rank #897 of 2170 rated models, from 98 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
SCOPE - AFlow Escalation0.92Accuracy (0–1)100
TableVista - Hard Questions35.2Accuracy (%) on the hard questions (most reasoning steps, mu96.4
TableVista - Medium Questions56.1Accuracy (%) on the medium questions of the 3,000 TableVista96.4
TableVista - Text-Mixed61Accuracy (%) on the 300 tables paired with textual context o96.4
SteerBench-Work91.9Mean Trial Accuracy (%)94.8
SteerBench-Work - Pass^589.6Scenarios Correct in All 5 Trials (%)94.8
TableVista - Complex Structure59.3Accuracy (%) on the 1,000 complex tables (multi-level header92.9
Logical Consistency Reformulation - Base Accuracy98.9Accuracy (%, zero-shot base questions)91.7
HalluWorld - Grid Causal22.2Hallucination rate (%) on the causal probes (forward simulat85.7
TableVista - Noise49.5Accuracy (%) on the 3,000 TableVista questions under the Noi85.7
TableVista - Simple Structure52Accuracy (%) on the 300 simple-grid tables of the 3,000 Tabl85.7
TableVista - Missing66.9Accuracy (%) on the 3,000 TableVista questions under the Mis83.9

Interactive version: theaggregate.ai/model?slug=gpt-5-4-mini-non-reasoning · How It Works · Data refreshed daily, snapshot 2026-11-05.