AI Comparison Lab

Captured Calls

Total shadow comparisons

Qwen Completion Rate

0.0%

Local inference completed

Human Equivalence Rate

0.0%

Rated equivalent to primary

Median Latency (Prim vs Qwen)

0ms / 0.0s

Primary ms / Qwen s

Timestamp	Tenant / Env	Workflow / Action	Primary (External)	Qwen (Local)	Completion	Human Verdict	Action
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Workflow Breakdown 0 workflows

Workflow	Captured	Reviewed	Qwen Comp %	Equiv %	Training Candidates
No workflow data recorded yet.

Human Verdict Distribution

No human reviews submitted yet.

Financial & Substitution Analysis

Primary External Provider Cost (Real): $0.0000

Potential Substitution Estimate (Equivalent / Qwen Better): $0.0000

* Note: The external provider is currently invoked authoritatively for every request. Substitution savings are prospective based on verified equivalent or superior Qwen evaluations.

Dataset Training Candidates

Pairs flagged by reviewers for future fine-tuning or evaluation benchmarks.

Comparison Run