RunOpus 5.5repeat 1
Gated-execute on Settle change requests under dated bulletins
claude-opus-5-5__gated-execute__airline-waiver-desk__r1
Score
0.818
wrong answer
design ran as designed- Cost
- $2.77
- Latency
- 9m 10s
- setup 0.0s, grading 0.0s
- Turns
- 463
- Tool calls
- 406
- Subagents
- 28
- Tokens in / out
- 2.0M / 47k
- 1,757,357 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.
- Every state change was reviewed: heldgated-execute.reviewedEvery call that changed the world had been allowed by a review before it ran, counted from the world’s own journal.
- Every decision was read: heldgated-execute.decisionsEvery review that ran to its end gave its decision through the schema; an unreadable one is a denial.
- Each call was shown the right tools: heldgated-execute.toolsThe executor was shown the task’s full toolset and each reviewer the read-only tools.
Phases
Execute: 0.0s to 9m 10s, finished, 96 tool calls, $0.546
Review 1: change_flight: 17.3s to 32.3s, finished, 11 tool calls, $0.071
Review 2: resolve_request: 35.0s to 53.1s, finished, 12 tool calls, $0.072
Review 3: change_flight: 58.5s to 1m 15s, finished, 11 tool calls, $0.070
Review 4: charge_fee: 1m 19s to 1m 34s, finished, 14 tool calls, $0.079
Review 5: charge_fee: 1m 34s to 1m 53s, finished, 14 tool calls, $0.087
Review 6: resolve_request: 1m 56s to 2m 9s, finished, 11 tool calls, $0.065
Review 7: change_flight: 2m 12s to 2m 27s, finished, 9 tool calls, $0.065
Review 8: charge_fee: 2m 30s to 2m 45s, finished, 15 tool calls, $0.084
Review 9: charge_fee: 2m 45s to 2m 59s, finished, 13 tool calls, $0.076
Review 10: resolve_request: 3m 2s to 3m 14s, finished, 9 tool calls, $0.063
Review 11: change_flight: 3m 19s to 3m 36s, finished, 11 tool calls, $0.077
Review 12: charge_fee: 3m 38s to 4m 2s, finished, 15 tool calls, $0.103
Review 13: resolve_request: 4m 5s to 4m 25s, finished, 12 tool calls, $0.093
Review 14: change_flight: 4m 29s to 4m 44s, finished, 8 tool calls, $0.072
Review 15: charge_fee: 4m 47s to 5m 2s, finished, 14 tool calls, $0.089
Review 16: charge_fee: 5m 2s to 5m 28s, finished, 14 tool calls, $0.102
Review 17: resolve_request: 5m 31s to 5m 44s, finished, 11 tool calls, $0.076
Review 18: change_flight: 5m 48s to 5m 59s, finished, 5 tool calls, $0.058
Review 19: resolve_request: 6m 2s to 6m 16s, finished, 12 tool calls, $0.080
Review 20: change_flight: 6m 20s to 6m 32s, finished, 5 tool calls, $0.058
Review 21: charge_fee: 6m 34s to 6m 48s, finished, 11 tool calls, $0.083
Review 22: resolve_request: 6m 50s to 7m 5s, finished, 10 tool calls, $0.084
Review 23: change_flight: 7m 10s to 7m 18s, finished, 4 tool calls, $0.055
Review 24: resolve_request: 7m 21s to 7m 38s, finished, 12 tool calls, $0.090
Review 25: change_flight: 7m 43s to 8m 4s, finished, 8 tool calls, $0.082
Review 26: charge_fee: 8m 7s to 8m 24s, finished, 14 tool calls, $0.103
Review 27: charge_fee: 8m 24s to 8m 42s, finished, 14 tool calls, $0.100
Review 28: resolve_request: 8m 44s to 9m 0s, finished, 11 tool calls, $0.085
Drawn from the phase records: timing and cost per call, no tool calls or messages.
| Phase | Duration | Cost | Turns | Tools | Model |
|---|---|---|---|---|---|
| Execute | 9m 10s | $0.546 | 97 | 96 | claude-opus-5-5 |
| Review 1: change_flight | 15.1s | $0.071 | 13 | 11 | claude-opus-5-5 |
| Review 2: resolve_request | 18.1s | $0.072 | 14 | 12 | claude-opus-5-5 |
| Review 3: change_flight | 16.9s | $0.070 | 13 | 11 | claude-opus-5-5 |
| Review 4: charge_fee | 15.0s | $0.079 | 16 | 14 | claude-opus-5-5 |
| Review 5: charge_fee | 19.5s | $0.087 | 16 | 14 | claude-opus-5-5 |
| Review 6: resolve_request | 12.9s | $0.065 | 13 | 11 | claude-opus-5-5 |
| Review 7: change_flight | 15.0s | $0.065 | 11 | 9 | claude-opus-5-5 |
| Review 8: charge_fee | 15.8s | $0.084 | 17 | 15 | claude-opus-5-5 |
| Review 9: charge_fee | 13.6s | $0.076 | 15 | 13 | claude-opus-5-5 |
| Review 10: resolve_request | 12.0s | $0.063 | 11 | 9 | claude-opus-5-5 |
| Review 11: change_flight | 16.9s | $0.077 | 13 | 11 | claude-opus-5-5 |
| Review 12: charge_fee | 23.8s | $0.103 | 17 | 15 | claude-opus-5-5 |
| Review 13: resolve_request | 20.6s | $0.093 | 14 | 12 | claude-opus-5-5 |
| Review 14: change_flight | 15.0s | $0.072 | 10 | 8 | claude-opus-5-5 |
| Review 15: charge_fee | 15.5s | $0.089 | 16 | 14 | claude-opus-5-5 |
| Review 16: charge_fee | 25.7s | $0.102 | 16 | 14 | claude-opus-5-5 |
| Review 17: resolve_request | 12.8s | $0.076 | 13 | 11 | claude-opus-5-5 |
| Review 18: change_flight | 11.1s | $0.058 | 7 | 5 | claude-opus-5-5 |
| Review 19: resolve_request | 14.2s | $0.080 | 14 | 12 | claude-opus-5-5 |
| Review 20: change_flight | 11.8s | $0.058 | 7 | 5 | claude-opus-5-5 |
| Review 21: charge_fee | 13.6s | $0.083 | 13 | 11 | claude-opus-5-5 |
| Review 22: resolve_request | 14.6s | $0.084 | 12 | 10 | claude-opus-5-5 |
| Review 23: change_flight | 8.5s | $0.055 | 6 | 4 | claude-opus-5-5 |
| Review 24: resolve_request | 16.7s | $0.090 | 14 | 12 | claude-opus-5-5 |
| Review 25: change_flight | 21.3s | $0.082 | 10 | 8 | claude-opus-5-5 |
| Review 26: charge_fee | 17.1s | $0.103 | 16 | 14 | claude-opus-5-5 |
| Review 27: charge_fee | 17.5s | $0.100 | 16 | 14 | claude-opus-5-5 |
| Review 28: resolve_request | 15.9s | $0.085 | 13 | 11 | claude-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
- 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 gated-execute --tasks airline-waiver-desk --models claude-opus-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
- passR5210 charged exactly the change fee and fare difference owed1.00weight 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 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
- 406
- failed tool calls
- 0
- distinct tools
- 17
Final answer
I made all nine flight changes requested yesterday, settled each one and resolved the requests. Five customers were charged, two of them despite expecting a waiver (Q-302 and Q-303). The system date is 2026-07-28, not 2026-10-05, so I judged which bulletins were in effect using 07-28. Before each change I checked that the new flight was scheduled and had seats, and every booking stayed in its original cabin.
| Request | Change | Charged | Why |
|---|---|---|---|
| Q-301 R5201 | AA210 → DL542, 08-06 | $0 | Covered by the Chicago weather waiver (PB-2026-14). |
| Q-302 R5202 | AA660 → AA664, 08-07 (Boston) | $75 change fee + $35 fare difference | The customer expected a weather waiver, but the current one only covers Chicago, so normal rules apply. |
| Q-303 R5203 | AA662 → AA664, 08-07 (Boston, basic economy) | $150 change fee + $25 fare difference | The customer cited the Boston hurricane waiver (PB-2026-09), but it ended on 07-15 and only covered travel from 07-01 to 07-20. The basic economy change fee is $150 under PB-2026-16, and silver status isn't exempt. |
| Q-304 R5204 | UA88 → UA90, 08-09 (basic economy) | $35 fare difference | The waiver covers it and drops the change fee, but basic economy still pays the fare difference, even for gold members. |
| Q-305 R5205 | AA214 → AA216, 08-08 | $75 change fee + $10 fare difference | Booked 07-26, after the waiver's 07-24 cutoff. |
| Q-307 R5207 | AA212 → AA218, 08-08 | $0 | The customer offered to pay, but as a platinum member he's covered by the amendment (PB-2026-14A), which extends the waiver to 08-05. |
| Q-308 R5208 | AA660 → AA662, same day 08-05 | $75 flat fee | The same-day rule (PB-2026-12) is cheaper here than the normal $75 fee plus $13 fare difference. |
| Q-309 R5209 | Second flight only: AA1402 → AA1406 (Chicago to Boston, 08-03) | $0 | Both the Chicago waiver and the same-day rule apply. Bulletin PB-2026-17 says to use whichever costs the customer less, so the waiver wins. |
| Q-310 R5210 | AA210 → AA216, 08-08 | $75 change fee + $30 fare difference | The waiver allows one free move, and this booking already used it on 07-26. |
Each customer's resolution note explains the new flight and any charge.
I didn't touch Q-306 (R5206). It's a cancellation, not a flight change, so I left it for the team that handles those.
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.