Published task benchmark

Data Pipeline Recovery Agent

Diagnose a failed data job, repair configuration/code/data, rerun safely, and verify outputs.

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

Software engineering, data, and DevOpsAnalysisEvaluated 9/11/2026Fallback pricing checked September 11, 2026
Analysis

Data Pipeline Recovery Agent

Diagnose a failed data job, repair configuration/code/data, rerun safely, and verify outputs.

Software engineering, data, and DevOpsPer job
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
838 in · 919 out · 14.87s p50
$11.46 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
65%
Cheapest
DeepSeek V3
Hosted · Off-the-shelf
744 in · 820 out · 13.90s p50
$101 /100K
Best current price · OpenRouter
Compare 2 router rates · observed 9/11/2026
OpenRouter · $0.2500 input · $1.00 output /1M
TrustedRouter · $0.3376 input · $0.9390 output /1M
67%
GPT-5.4
Hosted · Off-the-shelf
693 in · 1,386 out · 13.29s p50
$2252 /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

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