Model Profile

claude-opus-4-5-20251101

Name: claude-opus-4-5-20251101
Author: anthropic

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/anthropic/claude-opus-4-5-20251101

Author: anthropic

Origin: external_benchmark_shadow

Arch: unknown

Benchmark Coverage

Scored use cases: 12

Avg confidence: 34.0%

Evidence points: 228

Raw rows: 444

Weighted rows: 29

Catalog Metadata

Parameters: unknown

Context window: 4096

Downloads: 0

Coverage Diagnostics

actively scored

Use-Case Scores

129

Total Measurements

444

Weighted Measurements

Weighted Sources

Raw Source Coverage

vals_mmlu_pro 60vals_mgsm 48corpfin_taxeval_public 28vals_medqa 28vals_legal_bench 24vectara_hhem_leaderboard 21

Weighted Source Coverage

vectara_hhem_leaderboard 12facts_benchmark_suite 3vals_corp_fin_v2 3icelandic_llm_leaderboard 1vals_gpqa 1vals_lcb 1

Best Use Cases for This Model

Use Case	Vertical	Score	Confidence	Evidence	Top Contributor
Thesis red teaming use_case.fin.thesis_red_team	finance	29.2%	39.9%	20	Vals CorpFin v2: overall_accuracy_pct
Component selection assistant use_case.eng.component_selection	engineering	26.9%	36.0%	17	Vals SWE-bench: overall_accuracy_pct
Earnings call synthesis use_case.fin.earnings_call_synthesis	finance	26.2%	35.8%	20	Vals CorpFin v2: overall_accuracy_pct
Transaction anomaly narrative use_case.fin.transaction_anomaly_narrative	finance	25.7%	35.0%	20	Vals CorpFin v2: overall_accuracy_pct
Literature synthesis with citations use_case.bio.literature_synthesis	biomed_science	25.2%	35.5%	19	FACTS Benchmark Suite: facts_grounding_score_pct
Cross-paper contradiction analysis use_case.bio.paper_contradictions	biomed_science	25.2%	35.5%	19	FACTS Benchmark Suite: facts_grounding_score_pct
AML alert triage use_case.fin.aml_alert_triage	finance	24.6%	33.6%	20	Vals CorpFin v2: overall_accuracy_pct
KYC profile synthesis use_case.fin.kyc_profile_synthesis	finance	24.6%	33.6%	20	Vals CorpFin v2: overall_accuracy_pct
Simulation setup assistant use_case.eng.simulation_setup_assistant	engineering	24.5%	29.8%	16	Vals SWE-bench: overall_accuracy_pct
Runbook step assistant use_case.sre.runbook_steps	devops_sre	23.0%	32.2%	17	FACTS Benchmark Suite: facts_grounding_score_pct
Filings summarization (10-K/10-Q) use_case.fin.filings_summarization	finance	22.7%	31.0%	20	Vals CorpFin v2: overall_accuracy_pct
Accounts payable invoice extraction (text) use_case.fin.ap_invoice_extraction	finance	22.6%	29.7%	20	Vals Tax Eval v2: overall_accuracy_pct

Deployment Fit Calculator

Model

claude-opus-4-5-20251101

external/anthropic/claude-opus-4-5-20251101

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