Published task benchmark

CRM Deduplication Agent

Identify duplicate accounts/contacts, select a survivor, and propose or execute a safe merge.

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

Sales and revenue operationsAnalysisEvaluated 9/11/2026100 evaluation examplesFallback pricing checked September 11, 2026
Analysis

CRM Deduplication Agent

Identify duplicate accounts/contacts, select a survivor, and propose or execute a safe merge.

Sales and revenue 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
1,258 in · 1,822 out · 30.87s p50
$21.88 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
43%
DeepSeek V3
Hosted · Off-the-shelf
1,123 in · 1,411 out · 38.04s p50
$169 /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
58%
GPT-5.4
Hosted · Off-the-shelf
1,066 in · 1,857 out · 15.24s p50
$3052 /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 v2small11%100/100$52.93
Qwen3 235B A22Bmid27%100/100$401
DeepSeek V3mid58%100/100$169
Mistral Large 2407mid48%100/100$343
Arcee Trinity Large Thinkingmid10%100/100$183
GPT-5.4frontier71%100/100$3052
Claude Opus 4.7frontier36%100/100$5789
Gemini 3.1 Pro Previewfrontier1%100/100$2644
Gemma 4 E4B ITsmall43%100/100$21.88
Granite 4.1 8Bsmall37%100/100$21.41
Ministral 8B Instruct 2410small7%100/100$44.37
Qwen3 4B Instruct 2507small8%100/100$141

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-11T10:29:03.534Z.

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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