ScaffoldBench

RunHaiku 4.5repeat 2

Plan-execute-verify on Triage the weekend's queue on Monday morning

claude-haiku-4-5-20251001__plan-execute-verify__support-monday-triage__r2

Score

0.902

wrong answer
design ran as designed
Cost
$0.375
Latency
5m 29s
setup 0.0s, grading 0.0s
Turns
109
Tool calls
104
Subagents
0
Tokens in / out
586k / 40k
520,656 read from cache

Did the design run?

every check held
  • Run completed: heldharness.run-completedThe environment was built, the architecture returned and grading finished, none of them throwing.
  • No API failures: heldharness.apiNo model call failed at the API.
  • Every call ended: heldharness.calls-endedEvery call ended with a result, or was stopped by the run's own limits.
  • No harness tool denied: heldharness.harness-toolsThe sandbox guard never denied a harness tool, nor a tool the session itself offered.
  • Tool servers connected: heldharness.mcp-connectedEvery tool server the harness gave a call was connected when the session started.
  • No foreign tool servers: heldharness.mcp-hermeticNo call loaded a tool server the harness did not give it.
  • Builtin tools: heldharness.builtin-toolsA check recorded with the run.
  • Structured replies arrived: heldharness.structured-outputEvery call that asked for structured output and ran to the end got it.
  • No silent fallbacks: heldharness.not-degradedNo phase fell back on a default (an empty plan, a default winner) instead of its output.
  • The plan was a plan: heldplan-execute-verify.planThe planner’s reply was read through its schema and held at least one step.
  • Every verdict was read: heldplan-execute-verify.verdictsEvery review round ended with a verdict read from the schema reply, not a default.
  • The loop did what its verdicts said: heldplan-execute-verify.loopEvery verdict that called for a revision got one, and nothing was revised without such a verdict.
  • Each call was shown the right tools: heldplan-execute-verify.toolsThe planner was shown no tools, the verifier the read-only ones, and the executor and reviser the full toolset.

Phases

Plan: 0.0s to 38.1s, finished, 0 tool calls, $0.024
Execute: 38.1s to 2m 53s, finished, 68 tool calls, $0.182
Verify: 2m 53s to 5m 29s, finished, 36 tool calls, $0.169

Drawn from the phase records: timing and cost per call, no tool calls or messages.

PhaseDurationCostTurnsToolsModel
Plan38.1s$0.02420claude-haiku-4-5-20251001
Execute2m 15s$0.1826968claude-haiku-4-5-20251001
Verify2m 36s$0.1693836claude-haiku-4-5-20251001

The call-by-call replay is not published for this run. Traces are large, so the repository keeps 9 of this run set’s 900 and leaves the rest out; the score, phases and final answer on this page come from the committed run record.

Runs you can replay

Record this cell yourself: npm run bench -- run --strategies plan-execute-verify --tasks support-monday-triage --models claude-haiku-4-5-20251001 --repeats 1

Score breakdown

  • passT-2001 graded sev3
    1.00weight 0.02

    severity=sev3

  • passT-2001 due 2026-03-23T17:00:00Z
    1.00weight 0.02

    sla_due_at=2026-03-23T17:00:00Z

  • passT-2001 assigned to E-303
    1.00weight 0.02

    assignee=E-303

  • passT-2002 graded sev4
    1.00weight 0.02

    severity=sev4

  • passT-2002 due 2026-03-26T17:00:00Z
    1.00weight 0.02

    sla_due_at=2026-03-26T17:00:00Z

  • passT-2002 assigned to E-203
    1.00weight 0.02

    assignee=E-203

  • passT-2003 graded sev2
    1.00weight 0.02

    severity=sev2

  • failT-2003 due 2026-03-23T10:30:00Z
    0.00weight 0.02

    sla_due_at=2026-03-23T12:10:00Z

  • passT-2003 assigned to E-101
    1.00weight 0.02

    assignee=E-101

  • passT-2004 graded sev2
    1.00weight 0.02

    severity=sev2

  • passT-2004 due 2026-03-23T12:10:00Z
    1.00weight 0.02

    sla_due_at=2026-03-23T12:10:00Z

  • passT-2004 assigned to E-201
    1.00weight 0.02

    assignee=E-201

  • failT-2006 graded sev2
    0.00weight 0.02

    severity=sev3

  • failT-2006 due 2026-03-23T12:10:00Z
    0.00weight 0.02

    sla_due_at=2026-03-23T17:00:00Z

  • passT-2006 assigned to E-201
    1.00weight 0.02

    assignee=E-201

  • passT-2007 graded sev2
    1.00weight 0.02

    severity=sev2

  • passT-2007 due 2026-03-23T12:10:00Z
    1.00weight 0.02

    sla_due_at=2026-03-23T12:10:00Z

  • passT-2007 assigned to E-601
    1.00weight 0.02

    assignee=E-601

  • passT-2008 graded sev4
    1.00weight 0.02

    severity=sev4

  • passT-2008 due 2026-03-26T17:00:00Z
    1.00weight 0.02

    sla_due_at=2026-03-26T17:00:00Z

  • passT-2008 assigned to E-302
    1.00weight 0.02

    assignee=E-302

  • passT-2009 graded sev4
    1.00weight 0.02

    severity=sev4

  • passT-2009 due 2026-03-26T17:00:00Z
    1.00weight 0.02

    sla_due_at=2026-03-26T17:00:00Z

  • passT-2009 assigned to E-102
    1.00weight 0.02

    assignee=E-102

  • passT-2011 graded sev2
    1.00weight 0.02

    severity=sev2

  • passT-2011 due 2026-03-23T12:10:00Z
    1.00weight 0.02

    sla_due_at=2026-03-23T12:10:00Z

  • passT-2011 assigned to E-201
    1.00weight 0.02

    assignee=E-201

  • passT-2013 graded sev2
    1.00weight 0.02

    severity=sev2

  • passT-2013 due 2026-03-23T12:10:00Z
    1.00weight 0.02

    sla_due_at=2026-03-23T12:10:00Z

  • passT-2013 assigned to E-303
    1.00weight 0.02

    assignee=E-303

  • passT-2015 graded sev1
    1.00weight 0.02

    severity=sev1

  • passT-2015 due 2026-03-23T09:10:00Z
    1.00weight 0.02

    sla_due_at=2026-03-23T09:10:00Z

  • passT-2015 assigned to E-201
    1.00weight 0.02

    assignee=E-201

  • passT-2016 graded sev4
    1.00weight 0.02

    severity=sev4

  • passT-2016 due 2026-03-26T17:00:00Z
    1.00weight 0.02

    sla_due_at=2026-03-26T17:00:00Z

  • passT-2016 assigned to E-302
    1.00weight 0.02

    assignee=E-302

  • passT-2012 merged into T-2003
    1.00weight 0.02
  • failT-1999 merged into T-2003
    0.00weight 0.02
  • passT-2005 merged into T-2004
    1.00weight 0.02
  • passT-2010 closed as not a service request
    1.00weight 0.02
  • passT-2014 closed as not a service request
    1.00weight 0.02

Penalties

No penalties were applied.

Scorer metadata

tool calls
104
failed tool calls
0
distinct tools
14

Final answer

Perfect! All tickets have been successfully triaged. Let me provide a summary of what was completed:

Triage Summary

Closed as Non-Service Requests (2):

  • T-2014: "Automatic reply: Out of office" - automatic reply, not a service request
  • T-2010: "Boost your team's productivity with SyncFlow - 30% off" - marketing/spam

Duplicate Merges (2):

  • T-2005 merged into T-2004 (both CRM search errors)
  • T-2012 merged into T-2003 (both about payments builds failing)

Triaged and Assigned (12 tickets):

sev1 (60 min response target):

  • T-2015 (payroll, department) → E-201 Ines Kovac | Due: 2026-03-23T09:10:00Z

sev2 (240 min response target):

  • T-2003 (build-pipeline, department) → E-101 Dana Whitfield | Due: 2026-03-23T12:10:00Z
  • T-2004 (crm, department) → E-201 Ines Kovac | Due: 2026-03-23T12:10:00Z
  • T-2007 (vpn, single-user, SECURITY - credential exposure) → E-601 Noor Haddab | Due: 2026-03-23T12:10:00Z
  • T-2011 (payroll, team) → E-201 Ines Kovac | Due: 2026-03-23T12:10:00Z
  • T-2013 (vpn, department) → E-303 Sanna Virtanen (backup for E-301 on leave) | Due: 2026-03-23T12:10:00Z

sev3 (480 min business hours only):

  • T-2001 (vpn, team) → E-303 Sanna Virtanen (backup for E-301 on leave) | Due: 2026-03-23T17:00:00Z
  • T-2006 (payroll, single-user) → E-201 Ines Kovac | Due: 2026-03-23T17:00:00Z

sev4 (1440 min business hours only, 3 business days accounting for company holiday):

  • T-2002 (crm, single-user) → E-203 Amara Osei (backup for E-202 on leave) | Due: 2026-03-26T17:00:00Z
  • T-2008 (vpn, single-user) → E-302 Marcus Feld | Due: 2026-03-26T17:00:00Z
  • T-2009 (build-pipeline, single-user) → E-102 Ravi Menon | Due: 2026-03-26T17:00:00Z
  • T-2016 (vpn, single-user) → E-302 Marcus Feld | Due: 2026-03-26T17:00:00Z

Triage Applied:

  • ✓ Severity determined from escalation matrix (service + impact scope)
  • ✓ SLA deadlines calculated with response targets (on-clock for sev1/sev2, business hours only for sev3/sev4)
  • ✓ Company holiday (2026-03-25) accounted for in sev4 deadline calculation
  • ✓ Leave checked and backup rotations used where necessary
  • ✓ Correct on-call engineer assigned for each rotation at deadline time
  • ✓ Security incident (T-2007: credential exposure) flagged as sev2

Provenance of the numbers on this page

run set
scaffold-or-scale-v1
models
Haiku 4.5, Sonnet 5.5, Opus 5.5
effort
high
repeats
2
fixtures
replay
runs
900 / 900
strategy cost
$354.44
judge cost
$9.19
wall clock
9h 48m
git
fce5807b2d

Cost excludes judge calls, which are tracked separately so a scoring model never flatters or penalises an architecture. Every figure on this site is read from results/ at build time.