Published task benchmark

Backup Recovery Agent

Investigate failed backups, rerun permitted steps, and verify recovery-point integrity.

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

IT and security operationsAnalysisEvaluated 9/11/2026100 evaluation examplesFallback pricing checked September 11, 2026
Analysis

Backup Recovery Agent

Investigate failed backups, rerun permitted steps, and verify recovery-point integrity.

IT and security operationsPer backup
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
599 in · 919 out · 14.39s p50
$10.96 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
44%
Cheapest
Mistral Large 2407
123B · Off-the-shelf
630 in · 1,117 out · 29.55s p50
$210 /100K
Best current price · TrustedRouter
Compare 2 router rates · observed 9/11/2026
TrustedRouter · $0.5275 input · $1.58 output /1M
OpenRouter · $2.00 input · $6.00 output /1M
35%
GPT-5.4
Hosted · Off-the-shelf
498 in · 1,248 out · 13.34s p50
$1997 /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
92%
Best accuracy
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small13%100/100$39.11
Qwen3 235B A22Bmid7%100/100$261
DeepSeek V3mid19%100/100$86.20
Mistral Large 2407mid35%100/100$210
Arcee Trinity Large Thinkingmid25%100/100$130
GPT-5.4frontier92%100/100$1997
Claude Opus 4.7frontier43%100/100$4856
Gemini 3.1 Pro Previewfrontier1%100/100$2508
Gemma 4 E4B ITsmall44%100/100$10.96
Granite 4.1 8Bsmall28%100/100$10.96
Ministral 8B Instruct 2410small22%100/100$24.91
Qwen3 4B Instruct 2507small8%100/100$114

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-11T09:57:02.122Z.

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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