Published task benchmark

Retention-Insight

Analyzes exit interview transcripts for sentiment trends and turnover risks.

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

Retention-Insight

Analyzes exit interview transcripts for sentiment trends and turnover risks.

Human ResourcesPer interview
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
426 in · 898 out · 14.17s p50
$10.37 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
95%
Cheapest
Mistral Large 2407
123B · Off-the-shelf
468 in · 924 out · 25.06s p50
$171 /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
99%
Best accuracy
Claude Opus 4.7
Hosted · Off-the-shelf
636 in · 1,696 out · 22.72s p50
$4558 /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%
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small64%100/100$31.76
Qwen3 235B A22Bmid45%100/100$239
DeepSeek V3mid83%100/100$92.77
Mistral Large 2407mid99%100/100$171
Arcee Trinity Large Thinkingmid85%100/100$113
GPT-5.4frontier88%100/100$2823
Claude Opus 4.7frontier98%100/100$4558
Gemini 3.1 Pro Previewfrontier12%100/100$2468
Gemma 4 E4B ITsmall95%100/100$10.37
Granite 4.1 8Bsmall94%100/100$10.71
Ministral 8B Instruct 2410small90%100/100$17.71
Qwen3 4B Instruct 2507small41%100/100$99.27

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-10T12:25:02.305Z.

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