Model Profile

Command A (03-2025)

Name: Command A (03-2025)
Author: cohere

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/cohere/command-a-03-2025

Author: cohere

Origin: external_benchmark_shadow

Arch: unknown

Benchmark Coverage

Scored use cases: 12

Avg confidence: 29.4%

Evidence points: 200

Raw rows: 395

Weighted rows: 28

Catalog Metadata

Parameters: unknown

Context window: 4096

Downloads: 0

Some fit rows have limited benchmark evidence.

4 of 12 scored use cases have low confidence or thin contributor coverage.

Coverage Diagnostics

actively scored

Use-Case Scores

100

Total Measurements

395

Weighted Measurements

Weighted Sources

Raw Source Coverage

vals_mmlu_pro 60vals_mgsm 48vals_finance_agent 40corpfin_taxeval_public 28vals_medqa 28vals_vals_index 24

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
Contract Q&A (RAG grounded) use_case.legal.contract_qna	legal	13.5%	25.3%	15	Vals Legal Bench: overall_accuracy_pct
Thesis red teaming use_case.fin.thesis_red_team	finance	13.3%	40.4%	19	Vectara HHEM Leaderboard: overall_hallucination_error_pct
Regulatory summary use_case.legal.regulatory_summary	legal	13.2%	24.8%	15	Vals Legal Bench: overall_accuracy_pct
Contract redline summary use_case.legal.contract_redline_summary	legal	12.6%	23.7%	15	Vals Legal Bench: overall_accuracy_pct
Contract term extraction use_case.legal.contract_term_extraction	legal	12.2%	23.0%	15	Vals Legal Bench: overall_accuracy_pct
Clause playbook check use_case.legal.playbook_clause_check	legal	12.2%	23.0%	15	Vals Legal Bench: overall_accuracy_pct
Earnings call synthesis use_case.fin.earnings_call_synthesis	finance	11.9%	36.3%	19	Vectara HHEM Leaderboard: overall_hallucination_error_pct
Transaction anomaly narrative use_case.fin.transaction_anomaly_narrative	finance	11.7%	35.6%	19	Vectara HHEM Leaderboard: overall_hallucination_error_pct
Literature synthesis with citations use_case.bio.literature_synthesis	biomed_science	11.2%	26.2%	15	Vectara HHEM Leaderboard: overall_hallucination_error_pct
Cross-paper contradiction analysis use_case.bio.paper_contradictions	biomed_science	11.2%	26.2%	15	Vectara HHEM Leaderboard: overall_hallucination_error_pct
KYC profile synthesis use_case.fin.kyc_profile_synthesis	finance	11.2%	34.1%	19	Vectara HHEM Leaderboard: overall_hallucination_error_pct
AML alert triage use_case.fin.aml_alert_triage	finance	11.2%	34.1%	19	Vectara HHEM Leaderboard: overall_hallucination_error_pct

Deployment Fit Calculator

Model

Command A (03-2025)

external/cohere/command-a-03-2025

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