Published task benchmark

L&D-Advisor

Suggests specific internal courses based on an employee’s skill gaps.

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

Human ResourcesAnalysisEvaluated 9/10/2026100 evaluation examplesFallback pricing checked September 11, 2026
Analysis

L&D-Advisor

Suggests specific internal courses based on an employee’s skill gaps.

Human ResourcesPer employee
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
728 in · 1,009 out · 16.17s p50
$12.18 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
68%
Cheapest
DeepSeek V3
Hosted · Off-the-shelf
704 in · 1,052 out · 18.03s p50
$123 /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
77%
Claude Opus 4.7
Hosted · Off-the-shelf
1,224 in · 1,720 out · 18.80s p50
$4912 /100K
Best current price · OpenRouter
Compare 2 router rates · observed 9/11/2026
OpenRouter · $5.00 input · $25.00 output /1M
TrustedRouter · $5.28 input · $26.38 output /1M
98%
Best accuracy
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small11%100/100$49.06
Qwen3 235B A22Bmid64%100/100$279
DeepSeek V3mid77%100/100$123
Mistral Large 2407mid69%100/100$163
Arcee Trinity Large Thinkingmid35%100/100$168
GPT-5.4frontier95%100/100$2482
Claude Opus 4.7frontier98%100/100$4912
Gemini 3.1 Pro Previewfrontier16%100/100$2531
Gemma 4 E4B ITsmall68%100/100$12.18
Granite 4.1 8Bsmall27%100/100$13.67
Ministral 8B Instruct 2410small23%100/100$20.85
Qwen3 4B Instruct 2507small2%100/100$126

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-10T10:41:02.409Z.

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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