RunSonnet 5.5repeat 2
Plan-execute on Settle change requests under dated bulletins
claude-sonnet-5-5__plan-execute__airline-waiver-desk__r2
Score
0.766
- Cost
- $0.214
- Latency
- 1m 2s
- setup 0.0s, grading 0.0s
- Turns
- 81
- Tool calls
- 78
- Subagents
- 0
- Tokens in / out
- 152k / 10k
- 128,307 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 | 9.4s | $0.013 | 2 | 0 | claude-sonnet-5-5 |
| Execute | 52.5s | $0.201 | 79 | 78 | 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
- 78
- failed tool calls
- 0
- distinct tools
- 11
Final answer
I rebooked all nine flight-change requests (Q-301 to Q-305 and Q-307 to Q-310) and resolved each one with a note to the customer. Q-306, the Boston cancellation, was left alone because it isn't a flight change.
The system date is 2026-07-28, not the 2026-10-06 in the plan, so "yesterday" meant 2026-07-27. All changes kept the booked cabin, and I checked each target flight for status and seats first. I did not re-read the ledger or reservations after the changes. Each tool call confirmed what it changed.
| Request | New flight | Charged | Why |
|---|---|---|---|
| Q-301 (Ines) | DL542, 6 Aug | $0 | Chicago waiver (PB-2026-14) waives the fee and the fare difference. |
| Q-302 (Jonah) | AA664, 7 Aug | $75 change fee + $35 fare difference | No bulletin covers it, so normal economy rules apply. |
| Q-303 (Kim) | AA664, 7 Aug | $150 change fee + $25 fare difference | The Boston waiver (PB-2026-09) expired. PB-2026-16 sets the basic economy fee at $150, overriding the $125 in the fare rules tool. Silver isn't exempt. |
| Q-304 (Lena) | UA90, 9 Aug | $35 fare difference | The Chicago waiver (PB-2026-14, as amended by PB-2026-14A) waives the fee, and gold is exempt anyway. It doesn't waive fare differences on basic economy. |
| Q-305 (Max) | AA216, 8 Aug | $75 change fee + $10 fare difference | He booked on 26 July, after the waiver's 24 July ticketing cutoff. |
| Q-307 (Oscar) | AA218, 8 Aug | $0 | He is platinum, so PB-2026-14A extends his waiver window to 5 Aug, which covers his 5 Aug trip. He expected to pay, but the waiver applies. |
| Q-308 (Petra) | AA662, 5 Aug | $75 change fee | The same-day bulletin (PB-2026-12) applies a flat fee and no fare difference. That costs less than the normal rules. |
| Q-309 (Quinn) | AA1406, 3 Aug (ORD-BOS leg only) | $0 | The Chicago waiver is cheaper than the same-day fee (PB-2026-17 says apply the cheapest). The connection stays valid. |
| Q-310 (Ravi) | AA216, 8 Aug | $0 | Chicago waiver. |
Every fee and fare difference went in as its own ledger entry. No refunds or travel credits were needed, because no fare went down in a way that owed money back.
I didn't send separate messages to passengers. The resolution notes carry the explanation, including where the result differed from what they expected (Jonah, Kim, Max, Oscar).
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.