hr_recruiting
Candidate summary memo
Summarize a candidate profile into strengths, gaps, and questions.
#1 Recommendation
gpt-4.1-20250414
Strong on MMLongBench-Doc Leaderboard acc_score_pct (75%) and Galileo Agent Leaderboard v2 Avg TSQ (64%)
external/openai/gpt-4-1-20250414
23.3%
Score
33.5%
Confidence
Limited benchmark evidence for this use case.
43 ranked models with average evidence of 13.3 points. Rankings may shift as more benchmark data is ingested.
Ranked Models
30
Evidence Quality
78%
Scoring
Benchmark-backed
Top Signal
MMLongBench-Doc Leaderboard: acc_score_pct
All Ranked Models
Compare Models
Model A leads by +8.1%
Shareable Link →Model A
gpt-4.1-20250414
external/openai/gpt-4-1-20250414
Rank #1
MMLongBench-Doc Leaderboard: acc_score_pct
Value 74.6% · Conf 100.0% · Weight 6.2%
mmlongbench_doc_leaderboard.acc_score_pct (Mar 12, 2026)
Galileo Agent Leaderboard v2: Avg TSQ
Value 64.1% · Conf 100.0% · Weight 2.6%
galileo_agent_v2.avg_tsq (Mar 12, 2026)
Galileo Agent Leaderboard v2: Avg AC
Value 100.0% · Conf 100.0% · Weight 1.9%
galileo_agent_v2.avg_ac (Mar 12, 2026)
Vectara HHEM Leaderboard: overall_hallucination_error_pct
Value 82.5% · Conf 100.0% · Weight 0.6%
vectara_hhem_leaderboard.overall_hallucination_error_pct (Mar 12, 2026)
Model B
Grok-4-0709
external/xai/grok-4-0709
Rank #2
Galileo Agent Leaderboard v2: Avg TSQ
Value 84.6% · Conf 100.0% · Weight 3.4%
galileo_agent_v2.avg_tsq (Mar 12, 2026)
Galileo Agent Leaderboard v2: Avg AC
Value 56.5% · Conf 100.0% · Weight 1.1%
galileo_agent_v2.avg_ac (Mar 12, 2026)
Vals CorpFin v2: overall_accuracy_pct
Value 93.6% · Conf 100.0% · Weight 0.5%
vals_corp_fin_v2.overall_accuracy_pct (Mar 12, 2026)
Vals LiveCodeBench: overall_accuracy_pct
Value 92.8% · Conf 100.0% · Weight 0.5%
vals_lcb.overall_accuracy_pct (Mar 12, 2026)
▶Ranking Diagnostics & Missing Models
Source Lift
Ranked
43
Sources
8
Quality
Insufficient
Vals Tax Eval v2
vals_tax_eval_v2
34 rows
0.5% avg lift
Vals CorpFin v2
vals_corp_fin_v2
34 rows
0.4% avg lift
Vals Legal Bench
vals_legal_bench
33 rows
0.5% avg lift
Vals LiveCodeBench
vals_lcb
33 rows
0.4% avg lift
Missing Strong Models
zai/glm-5-thinking
external/zai/glm-5-thinking
Rank #32
13.0%
alibaba/qwen3.5-flash
external/alibaba/qwen3-5-flash
Rank #33
12.3%
Kimi K2 Thinking
external/kimi/kimi-k2-thinking
Rank #34
12.3%
x-ai/grok-3
external/x-ai/grok-3
Rank #35
12.1%
▶Taxonomy Details
Core Tasks
Required Modes
Domains
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