Published task benchmark

Internal Role Opportunity Matching

Given an employee skills profile and open-role requirements, rank eligible roles, identify matched requirements, and surface material gaps.

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

HR & Internal OpsAnalysisEvaluated 9/10/2026100 evaluation examplesFallback pricing checked September 11, 2026
Analysis

Internal Role Opportunity Matching

Given an employee skills profile and open-role requirements, rank eligible roles, identify matched requirements, and surface material gaps.

HR & Internal OpsPer profile
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
842 in · 1,438 out · 22.93s p50
$16.95 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
66%
Cheapest
DeepSeek V3
Hosted · Off-the-shelf
831 in · 1,349 out · 12.19s p50
$155 /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
72%
GPT-5.4
Hosted · Off-the-shelf
798 in · 1,902 out · 17.40s p50
$3053 /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
71%
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small30%100/100$49.73
Qwen3 235B A22Bmid46%100/100$381
DeepSeek V3mid72%100/100$155
Mistral Large 2407mid29%100/100$233
Arcee Trinity Large Thinkingmid29%100/100$176
GPT-5.4frontier71%100/100$3053
Claude Opus 4.7frontier47%100/100$5688
Gemini 3.1 Pro Previewfrontier0%100/100$2573
Gemma 4 E4B ITsmall66%100/100$16.95
Granite 4.1 8Bsmall29%100/100$18.93
Ministral 8B Instruct 2410small9%100/100$29.55
Qwen3 4B Instruct 2507small27%100/100$133

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-10T08:50:02.830Z.

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

drydock

Have a neighboring workload?

Describe it in Task Explorer. If it is not measured yet, you can request a benchmark and follow future results.

Explore another task