Departmental TelemetryCS704 • Spring 2027 Cohort
Cohort Performance & Evaluation Analytics
Grounded assessment metrics across 48 enrolled students for Assignment 2.
Cohort Enrolled
48
Verified student roster
Submissions
42/ 48
6 unsubmitted
Finalised Marks
32(76%)
Lecturer approved marks
Awaiting Sign-off
10
Pending lecturer review
Exceptions
4
Isolated operational faults
Official Grade Distribution
Calculated strictly across the 32 finalised and approved submissions.
90-1006 students (19%) • Distinction
80-8914 students (44%) • Merit
70-798 students (25%) • Pass
60-693 students (9%) • Borderline
<601 students (3%) • Academic Fail
Mathematical Reconciliation Check:6 + 14 + 8 + 3 + 1 = 32 Finalised (10 pending + 6 unsubmitted = 48 Total)
Evaluation Diagnostics
Technical exceptions are isolated from academic marks to maintain grading integrity.
Build Failures
Container dependency conflicts (e.g. chromadb vs pydantic)
Execution Timeouts
Agent recursion SLA cap exceeded (60s limit)
Incomplete Evaluations
Egress network firewall quarantine triggered
Evaluator Failures
Zero worker runtime crashes
Zero evaluator harness faults recorded in current run.
Median Latency
14.2s
Full 14-stage sandboxed execution run
Avg Cost Per Evaluation
$0.038
Gemini 2.5 Flash + Isolated microVM runtime
Evidence Coverage
94.6%
Rubric criteria backed by execution traces