Published task benchmark

Account Recovery Agent

Verify permitted identity evidence and complete or escalate account recovery.

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

Customer service and account operationsAnalysisEvaluated 9/11/2026100 evaluation examplesFallback pricing checked September 11, 2026
Analysis

Account Recovery Agent

Verify permitted identity evidence and complete or escalate account recovery.

Customer service and account operationsPer account
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
550 in · 634 out · 9.87s p50
$7.85 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
70%
Cheapest
DeepSeek V3
Hosted · Off-the-shelf
510 in · 647 out · 15.05s p50
$77.45 /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
75%
GPT-5.4
Hosted · Off-the-shelf
482 in · 690 out · 6.92s p50
$1156 /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
89%
Best accuracy
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small66%100/100$33.76
Qwen3 235B A22Bmid68%100/100$184
DeepSeek V3mid75%100/100$77.45
Mistral Large 2407mid68%100/100$167
Arcee Trinity Large Thinkingmid66%100/100$115
GPT-5.4frontier89%100/100$1156
Claude Opus 4.7frontier86%100/100$3978
Gemini 3.1 Pro Previewfrontier68%100/100$2173
Gemma 4 E4B ITsmall70%100/100$7.85
Granite 4.1 8Bsmall52%100/100$8.85
Ministral 8B Instruct 2410small50%100/100$14.94
Qwen3 4B Instruct 2507small53%100/100$79.86

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-11T10:29:02.757Z.

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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