Published task benchmark

Inbox-Guard

Prioritizes meeting requests based on the executive’s strategic priorities.

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

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

Inbox-Guard

Prioritizes meeting requests based on the executive’s strategic priorities.

OperationsPer calendar
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
1,236 in · 620 out · 9.91s p50
$9.15 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
60%
Cheapest
DeepSeek V3
Hosted · Off-the-shelf
1,109 in · 1,127 out · 12.59s p50
$143 /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
89%
GPT-5.4
Hosted · Off-the-shelf
1,059 in · 789 out · 8.74s p50
$1448 /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
96%
Best accuracy
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small34%100/100$51.81
Qwen3 235B A22Bmid73%100/100$337
DeepSeek V3mid89%100/100$143
Mistral Large 2407mid62%100/100$251
Arcee Trinity Large Thinkingmid8%100/100$185
GPT-5.4frontier96%100/100$1448
Claude Opus 4.7frontier93%100/100$4755
Gemini 3.1 Pro Previewfrontier25%100/100$2587
Gemma 4 E4B ITsmall60%100/100$9.15
Granite 4.1 8Bsmall57%100/100$13.91
Ministral 8B Instruct 2410small41%100/100$33.31
Qwen3 4B Instruct 2507small37%100/100$131

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-10T13:27:02.177Z.

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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