Published task benchmark

BDR-Bot

Scans LinkedIn profiles to see if a lead fits the Ideal Customer Profile (ICP).

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

SalesClassificationEvaluated 9/5/2026100 evaluation examplesFallback pricing checked September 11, 2026
Classification

BDR-Bot

Scans LinkedIn profiles to see if a lead fits the Ideal Customer Profile (ICP).

SalesPer lead
Not benchmarked
No result on this tier
Token profile pending
/100K
Run this tier to add it
Qwen3 4B Instruct 2507
4B · Off-the-shelf
272 in · 84 out · 3.45s p50
$9.39 /100K
AWS Bedrock temporary proxy price
View token rates
AWS Bedrock · $0.1545 input · $0.6180 output /1M
61%
Qwen3 235B A22B
235B (22B active) · Off-the-shelf
272 in · 51 out · 0.76s p50
$21.66 /100K
Best current price · OpenRouter
Compare 2 router rates · observed 9/11/2026
OpenRouter · $0.4550 input · $1.82 output /1M
TrustedRouter · $0.6330 input · $2.11 output /1M
71%
GPT-5.4
Hosted · Off-the-shelf
263 in · 46 out · 1.29s p50
$135 /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
83%
Best accuracy
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small3%100/100$13.40
Qwen3 235B A22Bmid71%100/100$21.66
DeepSeek V3mid36%100/100$10.93
Mistral Large 2407mid20%100/100$22.89
Arcee Trinity Large Thinkingmid39%100/100$62.60
GPT-5.4frontier83%100/100$135
Claude Opus 4.7frontier79%100/100$433
Gemini 3.1 Pro Previewfrontier56%100/100$941
Gemma 4 E4B ITsmall26%100/100$0.9179
Granite 4.1 8Bsmall51%100/100$2.10
Ministral 8B Instruct 2410small33%100/100$4.89
Qwen3 4B Instruct 2507small61%100/100$9.39

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-05T22:45:02.765Z.

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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