ScaffoldBench

RunSonnet 5.5repeat 2

Single on Rebook onto the earliest available flight and settle the difference

claude-sonnet-5-5__single__airline-medium__r2

Score

1.000

passed
design ran as designed
Cost
$0.045
Latency
11.4s
setup 0.0s, grading 0.0s
Turns
8
Tool calls
7
Subagents
0
Tokens in / out
30k / 1.2k
22,395 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.
  • Each call was shown the right tools: heldsingle.toolsThe agent was shown exactly the task’s tools, none missing and none extra.

Phases

Main: 0.0s to 11.4s, finished, 7 tool calls, $0.045

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

PhaseDurationCostTurnsToolsModel
Main11.4s$0.04587claude-sonnet-5-5

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 single --tasks airline-medium --models claude-sonnet-5-5 --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

  • passExactly one fee, the fare difference for the flight actually booked
    1.00weight 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
7
failed tool calls
0
distinct tools
7

Final answer

Dana Whitfield's reservation R2087 is now on AA204, departing SFO at 09:05 on 2026-08-03. She is still in economy, and she owes $80.00.

  • Why AA204: It is the earliest flight that day with an economy seat. UA88 (06:15) has no economy seats left, and AA918 (07:30) is cancelled. AA204 has 4 economy seats.
  • Fare difference: AA204 economy is $390 and she originally paid $310. The $80.00 difference is charged in full as a fare_difference entry.
  • Change fee: The $75 fee is waived because she is a Gold member.
  • Other charges: None. The ledger had no earlier entries, and the new fare is higher, so there is no credit to consider.

One thing looks odd: today is 2026-10-06, so a flight dated 2026-08-03 should already be in the past. The system still shows the flight as scheduled and bookable, so I went ahead.

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.