Model Profile

gpt-4.1-20250414

Name: gpt-4.1-20250414
Author: openai

External Benchmark Shadowexternal_benchmark_shadowpublic

4,096 ctx

Use this page to decide where this model is a strong fit. Rankings below are benchmark-backed by use case, with explicit confidence and contributor metrics.

Identity

ID: external/openai/gpt-4-1-20250414

Author: openai

Origin: external_benchmark_shadow

Arch: unknown

Benchmark Coverage

Scored use cases: 12

Avg confidence: 41.9%

Evidence points: 274

Raw rows: 556

Weighted rows: 48

Catalog Metadata

Parameters: unknown

Context window: 4096

Downloads: 0

Coverage Diagnostics

actively scored

Use-Case Scores

143

Total Measurements

556

Weighted Measurements

Weighted Sources

Raw Source Coverage

vals_mmlu_pro 60ugi_main 57vals_mgsm 48docvqa_leaderboard 34galileo_agent_v2 34corpfin_taxeval_public 28

Weighted Source Coverage

vectara_hhem_leaderboard 12galileo_agent_v2 10facts_benchmark_suite 3ugi_main 3vals_corp_fin_v2 3mmlongbench_doc_leaderboard 2

Best Use Cases for This Model

Use Case	Vertical	Score	Confidence	Evidence	Top Contributor
Thesis red teaming use_case.fin.thesis_red_team	finance	35.1%	48.9%	25	Vals CorpFin v2: overall_accuracy_pct
Earnings call synthesis use_case.fin.earnings_call_synthesis	finance	32.7%	45.5%	25	Vals CorpFin v2: overall_accuracy_pct
Transaction anomaly narrative use_case.fin.transaction_anomaly_narrative	finance	32.0%	44.5%	25	Vals CorpFin v2: overall_accuracy_pct
Accounts payable invoice extraction (text) use_case.fin.ap_invoice_extraction	finance	32.0%	42.3%	25	Vals Tax Eval v2: overall_accuracy_pct
KYC profile synthesis use_case.fin.kyc_profile_synthesis	finance	30.7%	42.7%	25	Vals CorpFin v2: overall_accuracy_pct
AML alert triage use_case.fin.aml_alert_triage	finance	30.7%	42.7%	25	Vals CorpFin v2: overall_accuracy_pct
Filings summarization (10-K/10-Q) use_case.fin.filings_summarization	finance	30.5%	42.3%	25	Vals CorpFin v2: overall_accuracy_pct
Claims summary use_case.ins.claims_summary	insurance	27.7%	39.3%	20	MMLongBench-Doc Leaderboard: acc_score_pct
Litigation risk memo use_case.ins.litigation_risk_memo	insurance	27.6%	41.5%	21	Vectara HHEM Leaderboard: overall_hallucination_error_pct
Regulatory summary use_case.legal.regulatory_summary	legal	27.5%	38.5%	21	MMLongBench-Doc Leaderboard: acc_score_pct
RCA writeup use_case.sre.rca_writeup	devops_sre	27.4%	35.6%	18	Galileo Agent Leaderboard v2: Avg AC
Runbook step assistant use_case.sre.runbook_steps	devops_sre	27.2%	39.2%	19	Galileo Agent Leaderboard v2: Avg AC

Deployment Fit Calculator

Model

gpt-4.1-20250414

external/openai/gpt-4-1-20250414

Hardware

Quantization: 4-bit

2-bit8-bit

Insufficient

Unknown parameter count. Cannot estimate deployment fit.

Required VRAM

~0.0GB

Est. Throughput

0.00 tok/s

Deployment Fit Matrix

GPU	4-bit	6-bit	8-bit
RTX 3060 12GB	Insufficient	Insufficient	Insufficient
RTX 3090 24GB	Insufficient	Insufficient	Insufficient
RTX 4090 24GB	Insufficient	Insufficient	Insufficient
Mac Studio M2 Ultra 192GB	Insufficient	Insufficient	Insufficient