RunSonnet 5.5repeat 1
Plan-execute on Settle change requests under dated bulletins
claude-sonnet-5-5__plan-execute__airline-waiver-desk__r1
Score
0.766
- Cost
- $0.202
- Latency
- 59.9s
- setup 0.0s, grading 0.0s
- Turns
- 75
- Tool calls
- 72
- Subagents
- 0
- Tokens in / out
- 147k / 9.4k
- 123,802 read from cache
Did the design run?
- 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.planThe planner’s reply was read through its schema and held at least one step.
- Each call was shown the right tools: heldplan-execute.toolsThe planner was shown no tools and the executor the task’s full toolset.
Phases
Drawn from the phase records: timing and cost per call, no tool calls or messages.
| Phase | Duration | Cost | Turns | Tools | Model |
|---|---|---|---|---|---|
| Plan | 9.9s | $0.014 | 2 | 0 | claude-sonnet-5-5 |
| Execute | 50.0s | $0.188 | 73 | 72 | claude-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
- A gate that blocked the right moveGated-execute · Haiku 4.5
- Three proposals beat one agentPropose-select · Haiku 4.5
- A verifier that earned its keepPlan-execute-verify · Sonnet 5.5
- A revision that did not helpPlan-execute-verify · Haiku 4.5
- The control, missing a stepSingle · Haiku 4.5
Record this cell yourself: npm run bench -- run --strategies plan-execute --tasks airline-waiver-desk --models claude-sonnet-5-5 --repeats 1
Score breakdown
- passR5201: DL542 replaces the requested segment, the rest unchanged, same cabin1.00weight 0.03
- passR5201 charged exactly the change fee and fare difference owed1.00weight 0.05
owed change_fee 0, fare_difference 0; ledger got nothing
- passQ-301 resolved with a note to the customer1.00weight 0.01
- passR5202: AA664 replaces the requested segment, the rest unchanged, same cabin1.00weight 0.03
- passR5202 charged exactly the change fee and fare difference owed1.00weight 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 customer1.00weight 0.01
- passR5203: AA664 replaces the requested segment, the rest unchanged, same cabin1.00weight 0.03
- passR5203 charged exactly the change fee and fare difference owed1.00weight 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 customer1.00weight 0.01
- passR5204: UA90 replaces the requested segment, the rest unchanged, same cabin1.00weight 0.03
- passR5204 charged exactly the change fee and fare difference owed1.00weight 0.05
owed change_fee 0, fare_difference 3500; ledger got fare_difference 3500
- passQ-304 resolved with a note to the customer1.00weight 0.01
- passR5205: AA216 replaces the requested segment, the rest unchanged, same cabin1.00weight 0.03
- passR5205 charged exactly the change fee and fare difference owed1.00weight 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 customer1.00weight 0.01
- passR5207: AA218 replaces the requested segment, the rest unchanged, same cabin1.00weight 0.03
- passR5207 charged exactly the change fee and fare difference owed1.00weight 0.05
owed change_fee 0, fare_difference 0; ledger got nothing
- passQ-307 resolved with a note to the customer1.00weight 0.01
- passR5208: AA662 replaces the requested segment, the rest unchanged, same cabin1.00weight 0.03
- passR5208 charged exactly the change fee and fare difference owed1.00weight 0.05
owed change_fee 7500, fare_difference 0; ledger got change_fee 7500
- passQ-308 resolved with a note to the customer1.00weight 0.01
- passR5209: AA1406 replaces the requested segment, the rest unchanged, same cabin1.00weight 0.03
- passR5209 charged exactly the change fee and fare difference owed1.00weight 0.05
owed change_fee 0, fare_difference 0; ledger got nothing
- passQ-309 resolved with a note to the customer1.00weight 0.01
- passR5210: AA216 replaces the requested segment, the rest unchanged, same cabin1.00weight 0.03
- failR5210 charged exactly the change fee and fare difference owed0.00weight 0.05
owed change_fee 7500, fare_difference 3000; ledger got nothing
- passQ-310 resolved with a note to the customer1.00weight 0.01
- failR5211: AA216 replaces the requested segment, the rest unchanged, same cabin0.00weight 0.03
- failR5211 charged exactly the change fee and fare difference owed0.00weight 0.05
owed change_fee 0, fare_difference 0; ledger got nothing
- failQ-311 resolved with a note to the customer0.00weight 0.01
- failR5212: AA662 replaces the requested segment, the rest unchanged, same cabin0.00weight 0.03
- failR5212 charged exactly the change fee and fare difference owed0.00weight 0.05
owed change_fee 7500, fare_difference 0; ledger got nothing
- failQ-312 resolved with a note to the customer0.00weight 0.01
Penalties
No penalties were applied.
Scorer metadata
- tool calls
- 72
- failed tool calls
- 0
- distinct tools
- 11
Final answer
I worked all nine open flight-change requests. Q-306 is a cancellation, so I left it for its own team. The system date was 2026-07-28, not the 2026-10-05 in the task, so I treated 27 July as "yesterday". I didn't re-read the reservations or ledgers after the changes. I haven't messaged any passengers; each got a note through the request resolution.
Every change kept the booked cabin. The charges below went through as separate ledger entries.
| Request | Passenger | New flight | Charged | Why |
|---|---|---|---|---|
| Q-301 | Ines Duarte (R5201) | DL542, 6 Aug | $0 | Chicago waiver (PB-2026-14) covers her. |
| Q-302 | Jonah Pike (R5202) | AA664, 7 Aug | $75 change fee + $35 fare difference | No waiver applies, so normal economy rules. |
| Q-303 | Kim Seo (R5203) | AA664, 7 Aug | $150 change fee + $25 fare difference | The Boston waiver (PB-2026-09) expired 15 July. The basic economy fee is $150 under PB-2026-16, and silver isn't exempt. |
| Q-304 | Lena Ortiz (R5204) | UA90, 9 Aug | $35 fare difference | Change fee waived. The waiver still collects fare differences on basic economy. |
| Q-305 | Max Weber (R5205) | AA216, 8 Aug | $75 change fee + $10 fare difference | He booked on 26 July, after the waiver's 24 July ticketing cut-off, so normal rules apply. |
| Q-307 | Oscar Lund (R5207) | AA218, 8 Aug | $0 | As a platinum member his window runs through 5 Aug (PB-2026-14A), so he is covered. |
| Q-308 | Petra Novak (R5208) | AA662, 5 Aug | $75 | Same-day flat fee under PB-2026-12, with no fare difference. |
| Q-309 | Quinn Adler (R5209) | Chicago–Boston leg only, to AA1406 on 3 Aug | $0 | The Chicago waiver beats the $75 same-day fee, as PB-2026-17 says to apply whichever costs the customer least. The first flight is unchanged. |
| Q-310 | Ravi Shah (R5210) | AA216, 8 Aug | $0 | Chicago waiver. |
No refunds or travel credits were involved, so I didn't read the refund policy.
I confirmed each target flight was scheduled with seats left in the booked cabin before booking.
I didn't touch any other booking, passenger record or flight.
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.