ScaffoldBench

RunHaiku 4.5repeat 2

Orchestrator-workers on Rebook onto the earliest available flight and settle the difference

claude-haiku-4-5-20251001__orchestrator-workers__airline-medium__r2

Score

0.571

wrong answer
design ran as designed
Cost
$0.122
Latency
1m 58s
setup 0.0s, grading 0.0s
Turns
21
Tool calls
16
Subagents
2
Tokens in / out
83k / 14k
49,748 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 task was decomposed: heldorchestrator-workers.decompositionThe orchestrator’s reply was read through its schema and held at least one subtask.
  • The fan-out happened: heldorchestrator-workers.fan-outEvery subtask got a worker, every worker ran, and the recorded subagent count matches.
  • The synthesis wrote the answer: heldorchestrator-workers.synthesisThe final answer came from the synthesis call, not from a worker’s report standing in for it.
  • Each call was shown the right tools: heldorchestrator-workers.toolsThe orchestrator and the synthesis were shown no tools and every worker the task’s full toolset.

Phases

Decompose: 0.0s to 1m 16s, finished, 0 tool calls, $0.041
Worker 1: gather-flight-info: 1m 16s to 1m 47s, finished, 8 tool calls, $0.038
Worker 2: execute-change-and-settl: 1m 16s to 1m 41s, finished, 8 tool calls, $0.035
Synthesize: 1m 47s to 1m 58s, finished, 0 tool calls, $0.0085

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

PhaseDurationCostTurnsToolsModel
Decompose1m 16s$0.04120claude-haiku-4-5-20251001
Worker 1: gather-flight-info31.1s$0.03898claude-haiku-4-5-20251001
Worker 2: execute-change-and-settl25.4s$0.03598claude-haiku-4-5-20251001
Synthesize11.0s$0.008510claude-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 orchestrator-workers --tasks airline-medium --models claude-haiku-4-5-20251001 --repeats 1

Score breakdown

  • passReservation moved to the earliest flight with an available seat, same cabin
    1.00weight 0.43

    booked on AA204, expected AA204

  • failExactly one fee, the fare difference for the flight actually booked
    0.00weight 0.43

    fare difference owed on the booked flight: 8000 cents

  • passExactly one economy seat moved from the old flight to the new one
    1.00weight 0.14

Penalties

No penalties were applied.

Scorer metadata

tool calls
16
failed tool calls
1
distinct tools
7

Final answer

Task Summary

Primary objective achieved: Dana Whitfield has been moved to the earliest available departure on 2026-08-03—AA204 departing SFO at 09:05, 8 hours 35 minutes earlier than her original flight. The booking is confirmed and her economy cabin preference has been preserved.

Critical unresolved issue: The two concurrent workers created a duplicate billing error. Both charged the same $80 fare difference, resulting in Dana being charged $160.00 instead of the correct $80.00.

According to the domain policy, Dana owes:

  • Fare difference: $80 ($390 new fare − $310 original fare) ✓
  • Change fee: $0 (waived due to gold tier status) ✓
  • Correct total: $80.00

Current state (incorrect):

  • L1 charge: $80.00 fare difference
  • L2 charge: $80.00 fare difference
  • Total charged: $160.00 (overage of $80.00)

What blocks completion: The task is not fully complete because Dana's financial settlement violates the domain policy—she has been charged twice the correct amount. One of the $80 fare difference ledger entries must be reversed, but I have no tools available to execute that reversal. Worker 1 identified this need but could not resolve it. This requires immediate correction to bring the reservation into compliance with policy.

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.