Model Profile

mistralai/mistral-large-2512

Name: mistralai/mistral-large-2512
Author: mistralai

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/mistralai/mistral-large-2512

Author: mistralai

Origin: external_benchmark_shadow

Arch: unknown

Benchmark Coverage

Scored use cases: 12

Avg confidence: 33.3%

Evidence points: 230

Raw rows: 480

Weighted rows: 29

Catalog Metadata

Parameters: unknown

Context window: 4096

Downloads: 0

Coverage Diagnostics

actively scored

Use-Case Scores

111

Total Measurements

480

Weighted Measurements

Weighted Sources

Raw Source Coverage

vals_mmlu_pro 60vals_mgsm 48vals_finance_agent 40vals_multimodal_index 32corpfin_taxeval_public 28vals_medqa 28

Weighted Source Coverage

vectara_hhem_leaderboard 12vals_finance_agent 5vals_corp_fin_v2 3vals_case_law_v2 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	22.6%	43.1%	21	Vals CorpFin v2: overall_accuracy_pct
Earnings call synthesis use_case.fin.earnings_call_synthesis	finance	20.3%	38.7%	21	Vals CorpFin v2: overall_accuracy_pct
Transaction anomaly narrative use_case.fin.transaction_anomaly_narrative	finance	19.8%	37.9%	21	Vals CorpFin v2: overall_accuracy_pct
AML alert triage use_case.fin.aml_alert_triage	finance	19.0%	36.3%	21	Vals CorpFin v2: overall_accuracy_pct
KYC profile synthesis use_case.fin.kyc_profile_synthesis	finance	19.0%	36.3%	21	Vals CorpFin v2: overall_accuracy_pct
Accounts payable invoice extraction (text) use_case.fin.ap_invoice_extraction	finance	19.0%	36.5%	21	Vals Tax Eval v2: overall_accuracy_pct
Filings summarization (10-K/10-Q) use_case.fin.filings_summarization	finance	17.5%	33.5%	21	Vals CorpFin v2: overall_accuracy_pct
Contract Q&A (RAG grounded) use_case.legal.contract_qna	legal	15.9%	26.2%	17	Vals Legal Bench: overall_accuracy_pct
Regulatory summary use_case.legal.regulatory_summary	legal	15.5%	25.7%	17	Vals Legal Bench: overall_accuracy_pct
Cross-paper contradiction analysis use_case.bio.paper_contradictions	biomed_science	15.3%	27.2%	17	Vals CorpFin v2: overall_accuracy_pct
Literature synthesis with citations use_case.bio.literature_synthesis	biomed_science	15.3%	27.2%	17	Vals CorpFin v2: overall_accuracy_pct
Component selection assistant use_case.eng.component_selection	engineering	15.1%	30.8%	15	Vals CorpFin v2: overall_accuracy_pct

Deployment Fit Calculator

Model

mistralai/mistral-large-2512

external/mistralai/mistral-large-2512

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