Model Profile

gemini-2.5-pro

Name: gemini-2.5-pro
Author: google

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/google/gemini-2-5-pro

Author: google

Origin: external_benchmark_shadow

Arch: unknown

Benchmark Coverage

Scored use cases: 12

Avg confidence: 53.8%

Evidence points: 363

Raw rows: 502

Weighted rows: 79

Catalog Metadata

Parameters: unknown

Context window: 4096

Downloads: 0

Coverage Diagnostics

actively scored

Use-Case Scores

143

Total Measurements

502

Weighted Measurements

Weighted Sources

Raw Source Coverage

ugi_main 57vals_finance_agent 40galileo_agent_v2 34vals_multimodal_index 32vals_vals_index 24vectara_hhem_leaderboard 21

Weighted Source Coverage

vectara_hhem_leaderboard 12galileo_agent_v2 10vals_finance_agent 5basedagi_doc_summarization_eval 4basedagi_kb_qna_eval 4basedagi_log_triage_eval 4

Best Use Cases for This Model

Use Case	Vertical	Score	Confidence	Evidence	Top Contributor
Thesis red teaming use_case.fin.thesis_red_team	finance	42.4%	61.8%	32	FACTS Benchmark Suite: facts_grounding_score_pct
Earnings call synthesis use_case.fin.earnings_call_synthesis	finance	38.0%	55.4%	32	FACTS Benchmark Suite: facts_grounding_score_pct
Transaction anomaly narrative use_case.fin.transaction_anomaly_narrative	finance	38.0%	55.3%	32	FACTS Benchmark Suite: facts_grounding_score_pct
Knowledge base Q&A (with citations) use_case.business.kb_qna_with_citations	business_productivity	37.5%	56.4%	30	FACTS Benchmark Suite: facts_grounding_score_pct
Log triage use_case.sre.log_triage	devops_sre	36.8%	55.6%	27	BasedAGI Log Triage Eval: overall_score_pct
AML alert triage use_case.fin.aml_alert_triage	finance	35.7%	52.0%	32	FACTS Benchmark Suite: facts_grounding_score_pct
KYC profile synthesis use_case.fin.kyc_profile_synthesis	finance	35.7%	52.0%	32	FACTS Benchmark Suite: facts_grounding_score_pct
Contract redline summary use_case.legal.contract_redline_summary	legal	34.5%	52.3%	30	LEXam Leaderboard: average_score_pct
Document summarization use_case.business.doc_summarization	business_productivity	33.8%	51.5%	30	FACTS Benchmark Suite: facts_grounding_score_pct
Knowledge base Q&A (fast, no citations) use_case.business.kb_qna_fast	business_productivity	33.7%	51.4%	26	FACTS Benchmark Suite: facts_grounding_score_pct
Clause playbook check use_case.legal.playbook_clause_check	legal	33.4%	50.6%	30	LEXam Leaderboard: average_score_pct
Contract term extraction use_case.legal.contract_term_extraction	legal	33.4%	50.6%	30	LEXam Leaderboard: average_score_pct

Deployment Fit Calculator

Model

gemini-2.5-pro

external/google/gemini-2-5-pro

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