devops_sre
Incident summary
Summarize incidents into impact, timeline, and next actions.
#1 Recommendation
gpt-4.1-20250414
Strong on Galileo Agent Leaderboard v2 Avg AC (100%) and MMLongBench-Doc Leaderboard acc_score_pct (75%)
external/openai/gpt-4-1-20250414
25.3%
Score
32.9%
Confidence
Limited benchmark evidence for this use case.
51 ranked models with average evidence of 12.6 points. Rankings may shift as more benchmark data is ingested.
Ranked Models
30
Evidence Quality
79%
Scoring
Benchmark-backed
Top Signal
Galileo Agent Leaderboard v2: Avg AC
All Ranked Models
Compare Models
Model A leads by +7.7%
Shareable Link →Model A
gpt-4.1-20250414
external/openai/gpt-4-1-20250414
Rank #1
Galileo Agent Leaderboard v2: Avg AC
Value 100.0% · Conf 100.0% · Weight 5.1%
galileo_agent_v2.avg_ac (Mar 12, 2026)
MMLongBench-Doc Leaderboard: acc_score_pct
Value 74.6% · Conf 100.0% · Weight 4.1%
mmlongbench_doc_leaderboard.acc_score_pct (Mar 12, 2026)
Galileo Agent Leaderboard v2: Avg TSQ
Value 64.1% · Conf 100.0% · Weight 0.9%
galileo_agent_v2.avg_tsq (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
claude-sonnet-4-20250514
external/anthropic/claude-sonnet-4-20250514
Rank #2
Galileo Agent Leaderboard v2: Avg AC
Value 84.8% · Conf 100.0% · Weight 4.3%
galileo_agent_v2.avg_ac (Mar 12, 2026)
Galileo Agent Leaderboard v2: Avg TSQ
Value 94.9% · Conf 100.0% · Weight 1.3%
galileo_agent_v2.avg_tsq (Mar 12, 2026)
Vals Legal Bench: overall_accuracy_pct
Value 90.6% · Conf 100.0% · Weight 0.5%
vals_legal_bench.overall_accuracy_pct (Mar 12, 2026)
Vals MedQA: overall_accuracy_pct
Value 88.4% · Conf 100.0% · Weight 0.5%
vals_medqa.overall_accuracy_pct (Mar 12, 2026)
▶Ranking Diagnostics & Missing Models
Source Lift
Ranked
51
Sources
8
Quality
Insufficient
Vals Tax Eval v2
vals_tax_eval_v2
39 rows
0.5% avg lift
Vals CorpFin v2
vals_corp_fin_v2
39 rows
0.4% avg lift
Vals Legal Bench
vals_legal_bench
38 rows
0.5% avg lift
Vals LiveCodeBench
vals_lcb
38 rows
0.4% avg lift
Missing Strong Models
x-ai/grok-3
external/x-ai/grok-3
Rank #35
12.1%
qwen/qwen3-max
external/qwen/qwen3-max
Rank #55
10.3%
Llama-4-Scout-17B-16E-Instruct
external/meta/llama-4-scout-17b-16e-instruct
Rank #73
8.4%
▶Taxonomy Details
Core Tasks
Required Modes
Domains
Related Use Cases
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Config debugging
Diagnose and patch YAML/JSON/TOML configs with minimal diffs.
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Generate K8s manifests with safe defaults and probes.
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