data_analytics
Chart & Data Visualization Interpretation
Reading charts, graphs, and dashboards to extract insights and answer questions.
#1 Recommendation
gemini-2.5-pro
Strong on MWS Vision Bench validation_overall_score (93%) and FACTS Benchmark Suite facts_grounding_score_pct (100%)
external/google/gemini-2-5-pro
22.2%
Score
32.1%
Confidence
Limited benchmark evidence for this use case.
52 ranked models with average evidence of 15.2 points. Rankings may shift as more benchmark data is ingested.
Ranked Models
30
Evidence Quality
80%
Scoring
Benchmark-backed
Top Signal
MWS Vision Bench: validation_overall_score
All Ranked Models
Compare Models
Model A leads by +0.4%
Shareable Link →Model A
gemini-2.5-pro
external/google/gemini-2-5-pro
Rank #1
MWS Vision Bench: validation_overall_score
Value 93.5% · Conf 100.0% · Weight 2.4%
mws_vision_bench.validation_overall_score (Mar 17, 2026)
FACTS Benchmark Suite: facts_grounding_score_pct
Value 100.0% · Conf 100.0% · Weight 2.1%
facts_benchmark_suite.facts_grounding_score_pct (Mar 17, 2026)
Vectara HHEM Leaderboard: overall_hallucination_error_pct
Value 76.0% · Conf 100.0% · Weight 1.7%
vectara_hhem_leaderboard.overall_hallucination_error_pct (Mar 17, 2026)
Vals CorpFin v2: overall_accuracy_pct
Value 78.4% · Conf 100.0% · Weight 1.3%
vals_corp_fin_v2.overall_accuracy_pct (Mar 17, 2026)
Model B
gemini-3-pro-preview
external/google/gemini-3-pro-preview
Rank #2
FACTS Benchmark Suite: facts_grounding_score_pct
Value 88.3% · Conf 100.0% · Weight 1.9%
facts_benchmark_suite.facts_grounding_score_pct (Mar 17, 2026)
FACTS Benchmark Suite: facts_search_score_pct
Value 100.0% · Conf 100.0% · Weight 1.6%
facts_benchmark_suite.facts_search_score_pct (Mar 17, 2026)
SciArena Leaderboard: rating_elo
Value 78.8% · Conf 100.0% · Weight 1.6%
sciarena_leaderboard.rating_elo (Mar 17, 2026)
FACTS Benchmark Suite: average_score_pct
Value 100.0% · Conf 100.0% · Weight 1.5%
facts_benchmark_suite.average_score_pct (Mar 17, 2026)
▶Ranking Diagnostics & Missing Models
Source Lift
Ranked
52
Sources
8
Quality
Insufficient
Vals CorpFin v2
vals_corp_fin_v2
42 rows
1.1% avg lift
Vals Legal Bench
vals_legal_bench
37 rows
0.3% avg lift
Vals MedQA
vals_medqa
36 rows
0.3% avg lift
Vals Tax Eval v2
vals_tax_eval_v2
36 rows
0.3% avg lift
Missing Strong Models
GPT-4.1-nano-2025-04-14
external/openai/gpt-4-1-nano-2025-04-14
Rank #62
6.2%
▶Taxonomy Details
Core Tasks
Required Modes
Domains
Related Use Cases
data_analytics
SQL debugging
Diagnose and fix SQL queries for correctness and performance.
Top: gpt-4o-20241120
data_analytics
Metric definition workshop
Turn ambiguous KPI definitions into precise, measurable specs.
Top: gpt-4o
data_analytics
Dashboard narratives
Generate weekly KPI narratives and investigation suggestions.
Top: gemini-3-pro-preview
data_analytics
Text-to-SQL analyst assistant
Convert questions into SQL and explain the query.
Top: gemini-3-pro-preview