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marketing_sales

Social listening brief

Summarize social chatter into themes, risks, and recommendations.

#1 Recommendation

gemini-3-pro-preview

Strong on FACTS Benchmark Suite facts_grounding_score_pct (88%) and FACTS Benchmark Suite facts_search_score_pct (100%)

external/google/gemini-3-pro-preview

28.7%

Score

37.3%

Confidence

Runners-up:#2 gemini-2.5-pro (27.9%)#3 gpt-4.1-20250414 (22.7%)#4 Grok-4-0709 (22.5%)

Limited benchmark evidence for this use case.

50 ranked models with average evidence of 14.9 points. Rankings may shift as more benchmark data is ingested.

Ranked Models

30

Evidence Quality

82%

Scoring

Benchmark-backed

Top Signal

FACTS Benchmark Suite: facts_grounding_score_pct

All Ranked Models

Max params:
Min confidence:
30 of 30
RankModelScore
#1gemini-3-pro-preview

Strong on FACTS Benchmark Suite facts_grounding_score_pct (88%) and FACTS Benchmark Suite facts_search_score_pct (100%)

28.7%
#2gemini-2.5-pro

Strong on FACTS Benchmark Suite facts_grounding_score_pct (100%) and Vectara HHEM Leaderboard overall_hallucination_error_pct (76%)

27.9%
#3gpt-4.1-20250414

Strong on Vectara HHEM Leaderboard overall_hallucination_error_pct (82%) and Vals CorpFin v2 overall_accuracy_pct (85%)

22.7%
#4Grok-4-0709
22.5%
#5anthropic/claude-sonnet-4.6
20.7%
#6gpt-5-mini-2025-08-07
20.3%
#7gpt-5-2025-08-07
20.0%
#8google/gemini-3.1-pro-preview
19.0%
#9openai/gpt-5.4-2026-03-05
18.7%
#10claude-sonnet-4-20250514
18.2%
#11claude-opus-4-5-20251101
18.1%
#12gpt-5.1-2025-11-13
16.6%
#13gemini-2.5-flash
16.5%
#14xai-org/grok-4-fast-reasoning
16.4%
#15gemini-3-flash-preview
16.1%
#16xai-org/grok-4-1-fast-reasoning
15.6%
#17google/gemini-3.1-flash-lite-preview
15.5%
#18qwen-2.5-72b-instruct
14.5%
#19anthropic/claude-opus-4-6-thinking
14.5%
#20gpt-5.2-2025-12-11
14.5%
#21x-ai/grok-3
14.0%
#22kimi/kimi-k2.5-thinking
13.7%
#23anthropic/claude-opus-4-5-20251101-thinking
13.4%
#25anthropic/claude-sonnet-4-5-20250929-thinking
12.6%
#26gpt-4o
12.4%
#28zai/glm-5-thinking
12.2%
#29xai-org/grok-4-1-fast-non-reasoning
11.8%
#30o3-20250416
11.4%
#31mistralai/mistral-large-2512
11.3%
#32anthropic/claude-haiku-4-5-20251001-thinking
11.1%

Compare Models

Model A leads by +0.8%

Shareable Link →

Model A

gemini-3-pro-preview

external/google/gemini-3-pro-preview

28.7%

Rank #1

Confidence 37.3%23 evidence pts

FACTS Benchmark Suite: facts_grounding_score_pct

Value 88.3% · Conf 100.0% · Weight 2.5%

facts_benchmark_suite.facts_grounding_score_pct (Mar 12, 2026)

FACTS Benchmark Suite: facts_search_score_pct

Value 100.0% · Conf 100.0% · Weight 2.1%

facts_benchmark_suite.facts_search_score_pct (Mar 12, 2026)

SciArena Leaderboard: rating_elo

Value 78.8% · Conf 100.0% · Weight 2.1%

sciarena_leaderboard.rating_elo (Mar 12, 2026)

FACTS Benchmark Suite: average_score_pct

Value 100.0% · Conf 100.0% · Weight 2.0%

facts_benchmark_suite.average_score_pct (Mar 12, 2026)

Model B

gemini-2.5-pro

external/google/gemini-2-5-pro

27.9%

Rank #2

Confidence 39.6%24 evidence pts

FACTS Benchmark Suite: facts_grounding_score_pct

Value 100.0% · Conf 100.0% · Weight 2.8%

facts_benchmark_suite.facts_grounding_score_pct (Mar 12, 2026)

Vectara HHEM Leaderboard: overall_hallucination_error_pct

Value 76.0% · Conf 100.0% · Weight 2.2%

vectara_hhem_leaderboard.overall_hallucination_error_pct (Mar 12, 2026)

SciArena Leaderboard: rating_elo

Value 70.7% · Conf 100.0% · Weight 1.9%

sciarena_leaderboard.rating_elo (Mar 12, 2026)

Galileo Agent Leaderboard v2: Avg TSQ

Value 79.5% · Conf 100.0% · Weight 1.8%

galileo_agent_v2.avg_tsq (Mar 12, 2026)

▶Ranking Diagnostics & Missing Models

Source Lift

Ranked

50

Sources

8

Quality

Insufficient

Vals CorpFin v2

vals_corp_fin_v2

42 rows

1.4% avg lift

Vals Legal Bench

vals_legal_bench

37 rows

0.4% avg lift

Vals Tax Eval v2

vals_tax_eval_v2

37 rows

0.3% avg lift

Vals MedQA

vals_medqa

36 rows

0.3% avg lift

Missing Strong Models

No obvious gaps right now.

▶Taxonomy Details

Core Tasks

task.multi_doc_synthesistask.dashboard_narrative

Required Modes

mode.long_context

Domains

domain.marketing_sales

Related Use Cases

marketing_sales

Landing page copy

Draft landing pages with clear positioning and structure.

Top: gemini-2.5-pro

marketing_sales

Campaign brief

Draft a campaign brief with positioning, audience, and channels.

Top: Grok-4-0709

marketing_sales

Product positioning and messaging

Develop positioning, value props, and message pillars with tradeoffs.

Top: Grok-4-0709

marketing_sales

Social post generation

Generate short channel-specific social posts and variations.

Top: Grok-4-0709