Published task benchmark

Terraform Security Misconfiguration Detection

Given Terraform snippets and a security ruleset, identify overly broad IAM permissions, public storage, exposed networking, and missing encryption with resource locations.

Compare measured quality, workload cost, and latency across model tiers. Results are task-specific and directional—not a general model ranking.

Engineering & ProductAnalysisEvaluated 9/10/2026100 evaluation examplesFallback pricing checked September 11, 2026
Analysis

Terraform Security Misconfiguration Detection

Given Terraform snippets and a security ruleset, identify overly broad IAM permissions, public storage, exposed networking, and missing encryption with resource locations.

Engineering & ProductPer config
Not benchmarked
No result on this tier
Token profile pending
/100K
Run this tier to add it
Gemma 4 E4B IT
E4B · Off-the-shelf
841 in · 1,120 out · 17.72s p50
$13.59 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
63%
Cheapest
DeepSeek V3
Hosted · Off-the-shelf
771 in · 978 out · 7.98s p50
$118 /100K
Best current price · TrustedRouter
Compare 2 router rates · observed 9/11/2026
TrustedRouter · $0.3376 input · $0.9390 output /1M
OpenRouter · $0.2900 input · $1.14 output /1M
82%
GPT-5.4
Hosted · Off-the-shelf
723 in · 1,442 out · 10.92s p50
$2344 /100K
Best current price · OpenRouter
Compare 2 router rates · observed 9/11/2026
OpenRouter · $2.50 input · $15.00 output /1M
TrustedRouter · $2.64 input · $15.82 output /1M
97%
Best accuracy
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small53%100/100$42.55
Qwen3 235B A22Bmid81%100/100$289
DeepSeek V3mid82%100/100$118
Mistral Large 2407mid82%100/100$229
Arcee Trinity Large Thinkingmid46%100/100$150
GPT-5.4frontier97%100/100$2344
Claude Opus 4.7frontier25%100/100$5581
Gemini 3.1 Pro Previewfrontier11%100/100$2548
Gemma 4 E4B ITsmall63%100/100$13.59
Granite 4.1 8Bsmall40%100/100$13.96
Ministral 8B Instruct 2410small33%100/100$24.63
Qwen3 4B Instruct 2507small45%100/100$122

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-10T08:57:54.110Z.

Directional: measured on a synthetic eval set generated by drydock. Cost/latency are not yet captured for taskrouter-run benchmarks.

drydock

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