Model Profile

x-ai/grok-3

Name: x-ai/grok-3
Author: x-ai

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/x-ai/grok-3

Author: x-ai

Origin: external_benchmark_shadow

Arch: unknown

Benchmark Coverage

Scored use cases: 12

Avg confidence: 23.0%

Evidence points: 170

Raw rows: 391

Weighted rows: 26

Catalog Metadata

Parameters: unknown

Context window: 4096

Downloads: 0

Some fit rows have limited benchmark evidence.

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

Coverage Diagnostics

actively scored

Use-Case Scores

112

Total Measurements

391

Weighted Measurements

Weighted Sources

Raw Source Coverage

vals_mmlu_pro 60ugi_main 57vals_mgsm 48corpfin_taxeval_public 28vals_medqa 28vectara_hhem_leaderboard 21

Weighted Source Coverage

vectara_hhem_leaderboard 12ugi_main 3vals_corp_fin_v2 3baxbench_leaderboard 1sciarena_leaderboard 1vals_gpqa 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	20.2%	27.0%	15	Vals CorpFin v2: overall_accuracy_pct
Transaction anomaly narrative use_case.fin.transaction_anomaly_narrative	finance	18.3%	24.8%	15	Vals CorpFin v2: overall_accuracy_pct
Earnings call synthesis use_case.fin.earnings_call_synthesis	finance	18.2%	24.2%	15	Vals CorpFin v2: overall_accuracy_pct
AML alert triage use_case.fin.aml_alert_triage	finance	17.0%	22.8%	15	Vals CorpFin v2: overall_accuracy_pct
KYC profile synthesis use_case.fin.kyc_profile_synthesis	finance	17.0%	22.8%	15	Vals CorpFin v2: overall_accuracy_pct
Cross-paper contradiction analysis use_case.bio.paper_contradictions	biomed_science	16.8%	23.1%	14	Vectara HHEM Leaderboard: overall_hallucination_error_pct
Literature synthesis with citations use_case.bio.literature_synthesis	biomed_science	16.8%	23.1%	14	Vectara HHEM Leaderboard: overall_hallucination_error_pct
Disinformation and manipulation resistance (eval) use_case.security.disinformation_resistance_eval	risk_eval	16.1%	21.7%	13	Vectara HHEM Leaderboard: overall_hallucination_error_pct
Component selection assistant use_case.eng.component_selection	engineering	15.9%	23.8%	12	Vectara HHEM Leaderboard: overall_hallucination_error_pct
Filings summarization (10-K/10-Q) use_case.fin.filings_summarization	finance	15.7%	21.0%	15	Vals CorpFin v2: overall_accuracy_pct
Accounts payable invoice extraction (text) use_case.fin.ap_invoice_extraction	finance	15.4%	20.5%	15	Vals Tax Eval v2: overall_accuracy_pct
Runbook step assistant use_case.sre.runbook_steps	devops_sre	15.4%	21.1%	12	Vectara HHEM Leaderboard: overall_hallucination_error_pct

Deployment Fit Calculator

Model

x-ai/grok-3

external/x-ai/grok-3

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