Published task benchmark

Trouble-Shoot

Guides users through a step-by-step interactive troubleshooting flow.

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

Customer SupportGenerationEvaluated 9/5/2026100 evaluation examplesFallback pricing checked September 11, 2026
Generation

Trouble-Shoot

Guides users through a step-by-step interactive troubleshooting flow.

Customer SupportPer issue
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
176 in · 327 out · 5.62s p50
$3.82 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
46%
Cheapest
Qwen3 235B A22B
235B (22B active) · Off-the-shelf
170 in · 867 out · 8.52s p50
$166 /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
26%
GPT-5.4
Hosted · Off-the-shelf
167 in · 1,097 out · 9.35s p50
$1687 /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
90%
Best accuracy
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small0%100/100$33.08
Qwen3 235B A22Bmid26%100/100$166
DeepSeek V3mid22%100/100$78.77
Mistral Large 2407mid12%100/100$113
Arcee Trinity Large Thinkingmid6%100/100$115
GPT-5.4frontier90%100/100$1687
Claude Opus 4.7frontier55%100/100$4433
Gemini 3.1 Pro Previewfrontier46%100/100$2108
Gemma 4 E4B ITsmall46%100/100$3.82
Granite 4.1 8Bsmall3%100/100$8.99
Ministral 8B Instruct 2410small0%100/100$9.86
Qwen3 4B Instruct 2507small1%100/100$61.77

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-05T21:35:02.864Z.

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