ScaffoldBench

RunOpus 5.5repeat 2

Single on Settle change requests under dated bulletins

claude-opus-5-5__single__airline-waiver-desk__r2

Score

0.818

wrong answer
design ran as designed
Cost
$0.539
Latency
1m 60s
setup 0.0s, grading 0.0s
Turns
97
Tool calls
96
Subagents
0
Tokens in / out
753k / 10k
729,141 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 1m 60s, finished, 96 tool calls, $0.539

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

PhaseDurationCostTurnsToolsModel
Main1m 60s$0.5399796claude-opus-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-waiver-desk --models claude-opus-5-5 --repeats 1

Score breakdown

  • passR5201: DL542 replaces the requested segment, the rest unchanged, same cabin
    1.00weight 0.03
  • passR5201 charged exactly the change fee and fare difference owed
    1.00weight 0.05

    owed change_fee 0, fare_difference 0; ledger got nothing

  • passQ-301 resolved with a note to the customer
    1.00weight 0.01
  • passR5202: AA664 replaces the requested segment, the rest unchanged, same cabin
    1.00weight 0.03
  • passR5202 charged exactly the change fee and fare difference owed
    1.00weight 0.05

    owed change_fee 7500, fare_difference 3500; ledger got change_fee 7500, fare_difference 3500

  • passQ-302 resolved with a note to the customer
    1.00weight 0.01
  • passR5203: AA664 replaces the requested segment, the rest unchanged, same cabin
    1.00weight 0.03
  • passR5203 charged exactly the change fee and fare difference owed
    1.00weight 0.05

    owed change_fee 15000, fare_difference 2500; ledger got change_fee 15000, fare_difference 2500

  • passQ-303 resolved with a note to the customer
    1.00weight 0.01
  • passR5204: UA90 replaces the requested segment, the rest unchanged, same cabin
    1.00weight 0.03
  • passR5204 charged exactly the change fee and fare difference owed
    1.00weight 0.05

    owed change_fee 0, fare_difference 3500; ledger got fare_difference 3500

  • passQ-304 resolved with a note to the customer
    1.00weight 0.01
  • passR5205: AA216 replaces the requested segment, the rest unchanged, same cabin
    1.00weight 0.03
  • passR5205 charged exactly the change fee and fare difference owed
    1.00weight 0.05

    owed change_fee 7500, fare_difference 1000; ledger got change_fee 7500, fare_difference 1000

  • passQ-305 resolved with a note to the customer
    1.00weight 0.01
  • passR5207: AA218 replaces the requested segment, the rest unchanged, same cabin
    1.00weight 0.03
  • passR5207 charged exactly the change fee and fare difference owed
    1.00weight 0.05

    owed change_fee 0, fare_difference 0; ledger got nothing

  • passQ-307 resolved with a note to the customer
    1.00weight 0.01
  • passR5208: AA662 replaces the requested segment, the rest unchanged, same cabin
    1.00weight 0.03
  • passR5208 charged exactly the change fee and fare difference owed
    1.00weight 0.05

    owed change_fee 7500, fare_difference 0; ledger got change_fee 7500

  • passQ-308 resolved with a note to the customer
    1.00weight 0.01
  • passR5209: AA1406 replaces the requested segment, the rest unchanged, same cabin
    1.00weight 0.03
  • passR5209 charged exactly the change fee and fare difference owed
    1.00weight 0.05

    owed change_fee 0, fare_difference 0; ledger got nothing

  • passQ-309 resolved with a note to the customer
    1.00weight 0.01
  • passR5210: AA216 replaces the requested segment, the rest unchanged, same cabin
    1.00weight 0.03
  • passR5210 charged exactly the change fee and fare difference owed
    1.00weight 0.05

    owed change_fee 7500, fare_difference 3000; ledger got change_fee 7500, fare_difference 3000

  • passQ-310 resolved with a note to the customer
    1.00weight 0.01
  • failR5211: AA216 replaces the requested segment, the rest unchanged, same cabin
    0.00weight 0.03
  • failR5211 charged exactly the change fee and fare difference owed
    0.00weight 0.05

    owed change_fee 0, fare_difference 0; ledger got nothing

  • failQ-311 resolved with a note to the customer
    0.00weight 0.01
  • failR5212: AA662 replaces the requested segment, the rest unchanged, same cabin
    0.00weight 0.03
  • failR5212 charged exactly the change fee and fare difference owed
    0.00weight 0.05

    owed change_fee 7500, fare_difference 0; ledger got nothing

  • failQ-312 resolved with a note to the customer
    0.00weight 0.01

Penalties

No penalties were applied.

Scorer metadata

tool calls
96
failed tool calls
0
distinct tools
14

Final answer

I made all 9 flight changes from yesterday's queue (27 July), settled each one and resolved each request with a note to the customer. The system date is 28 July 2026, not the 6 October date I was given, so I counted 27 July as yesterday.

RequestChange madeChargedWhy
Q-301 (R5201)AA210, 3 Aug → DL542, 6 Aug, economy$0Chicago weather waiver (PB-2026-14): no change fee or fare difference
Q-302 (R5202)AA660 → AA664, 7 Aug, Boston, economy$110 ($75 fee + $35 fare difference)The Chicago waiver doesn't cover Boston, and the Boston hurricane waiver has ended. The customer expected no charge.
Q-303 (R5203)AA662 → AA664, 7 Aug, basic economy$175 ($150 fee + $25 fare difference)The hurricane waiver the customer cited (PB-2026-09) ended on 15 July and only covered travel 1–20 July. PB-2026-16 sets the basic economy change fee at $150, and silver status doesn't waive it.
Q-304 (R5204)UA88 → UA90, 9 Aug, basic economy$35 fare differenceThe Chicago waiver drops the change fee, but basic economy still pays any fare difference
Q-305 (R5205)AA214 → AA216, 8 Aug, economy$85 ($75 fee + $10 fare difference)Booked 26 July, after the waiver's 24 July cutoff
Q-307 (R5207)AA212 → AA218, 8 Aug, economy$0Platinum member. An amendment in effect since 27 July (PB-2026-14A) extends the waiver to 5 August travel for gold and platinum. The customer had offered to pay.
Q-308 (R5208)AA660 → AA662, same day 5 Aug, economy$75 flat feeSame-day change rule (PB-2026-12): no fare difference, and cheaper than normal rules
Q-309 (R5209)Second flight only: AA1402 → AA1406, ORD→BOS 3 Aug; first flight unchanged$0The trip leaves Chicago on 3 August, so the Chicago waiver applies. That costs less than the $75 same-day fee.
Q-310 (R5210)AA210 → AA216, 8 Aug, economy$105 ($75 fee + $30 fare difference)The waiver allows one free move, and this booking already used it on 26 July

Every flight I moved someone onto was scheduled, had seats in their cabin, and each passenger kept the cabin they booked.

I left Q-306 (R5206) open. It's a request to cancel a Boston trip, not a flight change, so it's outside this task.

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.