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business_productivity

Meeting minutes

Extract decisions, action items, and open questions from transcripts.

#1 Recommendation

gemini-2.5-pro

Strong on Galileo Agent Leaderboard v2 Avg TSQ (79%) and FACTS Benchmark Suite facts_grounding_score_pct (100%)

external/google/gemini-2-5-pro

20.3%

Score

32.6%

Confidence

Limited benchmark evidence for this use case.

49 ranked models with average evidence of 15.0 points. Rankings may shift as more benchmark data is ingested.

Ranked Models

30

Evidence Quality

80%

Scoring

Benchmark-backed

Top Signal

Galileo Agent Leaderboard v2: Avg TSQ

All Ranked Models

Max params:
Min confidence:
30 of 30
RankModelScore
#1gemini-2.5-pro

Strong on Galileo Agent Leaderboard v2 Avg TSQ (79%) and FACTS Benchmark Suite facts_grounding_score_pct (100%)

20.3%
#2gemini-3-pro-preview

Strong on Vals Finance Agent overall_accuracy_pct (87%) and FACTS Benchmark Suite facts_grounding_score_pct (88%)

20.2%
#3gpt-4.1-20250414

Strong on MMLongBench-Doc Leaderboard acc_score_pct (75%) and Galileo Agent Leaderboard v2 Avg TSQ (64%)

19.2%
#4anthropic/claude-sonnet-4.6
16.4%
#5gemini-2.5-flash
16.2%
#6gpt-5-mini-2025-08-07
16.0%
#7Grok-4-0709
15.9%
#8google/gemini-3.1-pro-preview
15.5%
#9gpt-5-2025-08-07
15.2%
#10openai/gpt-5.4-2026-03-05
15.0%
#11claude-sonnet-4-20250514
14.3%
#12gpt-5.1-2025-11-13
13.3%
#13claude-opus-4-5-20251101
12.8%
#14google/gemini-3.1-flash-lite-preview
12.5%
#15gpt-5.2-2025-12-11
11.9%
#16anthropic/claude-opus-4-6-thinking
11.5%
#17xai-org/grok-4-fast-reasoning
10.9%
#18gemini-3-flash-preview
10.8%
#19anthropic/claude-opus-4-5-20251101-thinking
10.7%
#21kimi/kimi-k2.5-thinking
10.2%
#22anthropic/claude-sonnet-4-5-20250929-thinking
10.1%
#23xai-org/grok-4-1-fast-reasoning
10.1%
#24qwen-2.5-72b-instruct
9.9%
#25gpt-4o-2024-08-06
9.5%
#26gpt-4o
9.4%
#28anthropic/claude-opus-4-1-20250805
8.9%
#29gpt-4o-20241120
8.9%
#30grok/grok-4.20-beta-0309-reasoning
8.8%
#31anthropic/claude-haiku-4-5-20251001-thinking
8.6%
#33mistralai/mistral-large-2512
8.5%

Compare Models

Model A leads by +0.2%

Shareable Link →

Model A

gemini-2.5-pro

external/google/gemini-2-5-pro

20.3%

Rank #1

Confidence 32.6%25 evidence pts

Galileo Agent Leaderboard v2: Avg TSQ

Value 79.5% · Conf 100.0% · Weight 2.0%

galileo_agent_v2.avg_tsq (Mar 16, 2026)

FACTS Benchmark Suite: facts_grounding_score_pct

Value 100.0% · Conf 100.0% · Weight 1.8%

facts_benchmark_suite.facts_grounding_score_pct (Mar 16, 2026)

Vals Mortgage Tax: overall_accuracy_pct

Value 99.0% · Conf 100.0% · Weight 1.5%

vals_mortgage_tax.overall_accuracy_pct (Mar 16, 2026)

Vectara HHEM Leaderboard: overall_hallucination_error_pct

Value 76.0% · Conf 100.0% · Weight 1.4%

vectara_hhem_leaderboard.overall_hallucination_error_pct (Mar 12, 2026)

Model B

gemini-3-pro-preview

external/google/gemini-3-pro-preview

20.2%

Rank #2

Confidence 28.1%24 evidence pts

Vals Finance Agent: overall_accuracy_pct

Value 87.0% · Conf 100.0% · Weight 1.8%

vals_finance_agent.overall_accuracy_pct (Mar 16, 2026)

FACTS Benchmark Suite: facts_grounding_score_pct

Value 88.3% · Conf 100.0% · Weight 1.6%

facts_benchmark_suite.facts_grounding_score_pct (Mar 16, 2026)

FACTS Benchmark Suite: average_score_pct

Value 100.0% · Conf 100.0% · Weight 1.5%

facts_benchmark_suite.average_score_pct (Mar 16, 2026)

Vals Mortgage Tax: overall_accuracy_pct

Value 99.3% · Conf 100.0% · Weight 1.5%

vals_mortgage_tax.overall_accuracy_pct (Mar 16, 2026)

Ranking Diagnostics & Missing Models

Source Lift

Ranked

49

Sources

8

Quality

Insufficient

Vals Legal Bench

vals_legal_bench

38 rows

0.4% avg lift

Vals MedQA

vals_medqa

37 rows

0.4% avg lift

Vals Tax Eval v2

vals_tax_eval_v2

37 rows

0.3% avg lift

Vals Mortgage Tax

vals_mortgage_tax

34 rows

1.2% avg lift

Missing Strong Models

gpt-4o-2024-05-13

external/openai/gpt-4o-2024-05-13

Rank #52

10.5%

Thin evidence after weighting

GPT-4.1-nano-2025-04-14

external/openai/gpt-4-1-nano-2025-04-14

Rank #90

6.4%

Thin evidence after weighting
Taxonomy Details

Core Tasks

task.summarize_meeting_transcripttask.timeline_extraction

Required Modes

mode.long_context

Domains

domain.general_business

Related Use Cases