RunOpus 5.5repeat 2
Gated-execute on Settle change requests under dated bulletins
claude-opus-5-5__gated-execute__airline-waiver-desk__r2
Score
0.818
wrong answer
design ran as designed- Cost
- $2.77
- Latency
- 9m 17s
- setup 0.0s, grading 0.0s
- Turns
- 464
- Tool calls
- 407
- Subagents
- 28
- Tokens in / out
- 2.0M / 47k
- 1,770,801 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 17s, finished, 94 tool calls, $0.548
Review 1: change_flight: 17.1s to 30.9s, finished, 11 tool calls, $0.067
Review 2: resolve_request: 33.6s to 57.5s, finished, 12 tool calls, $0.076
Review 3: change_flight: 1m 2s to 1m 20s, finished, 12 tool calls, $0.072
Review 4: charge_fee: 1m 24s to 1m 45s, finished, 13 tool calls, $0.070
Review 5: charge_fee: 1m 45s to 2m 0s, finished, 14 tool calls, $0.081
Review 6: resolve_request: 2m 4s to 2m 18s, finished, 12 tool calls, $0.068
Review 7: change_flight: 2m 21s to 2m 35s, finished, 10 tool calls, $0.067
Review 8: charge_fee: 2m 38s to 2m 53s, finished, 13 tool calls, $0.079
Review 9: charge_fee: 2m 53s to 3m 8s, finished, 10 tool calls, $0.078
Review 10: resolve_request: 3m 11s to 3m 23s, finished, 12 tool calls, $0.071
Review 11: change_flight: 3m 29s to 3m 42s, finished, 9 tool calls, $0.066
Review 12: charge_fee: 3m 45s to 4m 5s, finished, 15 tool calls, $0.099
Review 13: resolve_request: 4m 8s to 4m 28s, finished, 12 tool calls, $0.095
Review 14: change_flight: 4m 32s to 4m 56s, finished, 10 tool calls, $0.083
Review 15: charge_fee: 4m 58s to 5m 14s, finished, 14 tool calls, $0.086
Review 16: charge_fee: 5m 14s to 5m 34s, finished, 14 tool calls, $0.101
Review 17: resolve_request: 5m 37s to 5m 51s, finished, 12 tool calls, $0.082
Review 18: change_flight: 5m 55s to 6m 9s, finished, 4 tool calls, $0.051
Review 19: resolve_request: 6m 12s to 6m 28s, finished, 11 tool calls, $0.081
Review 20: change_flight: 6m 33s to 6m 42s, finished, 4 tool calls, $0.050
Review 21: charge_fee: 6m 45s to 6m 60s, finished, 12 tool calls, $0.087
Review 22: resolve_request: 7m 2s to 7m 16s, finished, 12 tool calls, $0.086
Review 23: change_flight: 7m 20s to 7m 31s, finished, 5 tool calls, $0.061
Review 24: resolve_request: 7m 34s to 7m 54s, finished, 12 tool calls, $0.099
Review 25: change_flight: 8m 0s to 8m 21s, finished, 11 tool calls, $0.099
Review 26: charge_fee: 8m 23s to 8m 37s, finished, 12 tool calls, $0.088
Review 27: charge_fee: 8m 37s to 8m 51s, finished, 14 tool calls, $0.096
Review 28: resolve_request: 8m 54s to 9m 7s, finished, 11 tool calls, $0.084
Drawn from the phase records: timing and cost per call, no tool calls or messages.
| Phase | Duration | Cost | Turns | Tools | Model |
|---|---|---|---|---|---|
| Execute | 9m 17s | $0.548 | 95 | 94 | claude-opus-5-5 |
| Review 1: change_flight | 13.7s | $0.067 | 13 | 11 | claude-opus-5-5 |
| Review 2: resolve_request | 23.9s | $0.076 | 14 | 12 | claude-opus-5-5 |
| Review 3: change_flight | 17.1s | $0.072 | 14 | 12 | claude-opus-5-5 |
| Review 4: charge_fee | 21.1s | $0.070 | 15 | 13 | claude-opus-5-5 |
| Review 5: charge_fee | 15.2s | $0.081 | 16 | 14 | claude-opus-5-5 |
| Review 6: resolve_request | 14.1s | $0.068 | 14 | 12 | claude-opus-5-5 |
| Review 7: change_flight | 14.7s | $0.067 | 12 | 10 | claude-opus-5-5 |
| Review 8: charge_fee | 15.2s | $0.079 | 15 | 13 | claude-opus-5-5 |
| Review 9: charge_fee | 14.9s | $0.078 | 12 | 10 | claude-opus-5-5 |
| Review 10: resolve_request | 12.1s | $0.071 | 14 | 12 | claude-opus-5-5 |
| Review 11: change_flight | 13.8s | $0.066 | 11 | 9 | claude-opus-5-5 |
| Review 12: charge_fee | 20.3s | $0.099 | 17 | 15 | claude-opus-5-5 |
| Review 13: resolve_request | 19.8s | $0.095 | 14 | 12 | claude-opus-5-5 |
| Review 14: change_flight | 24.0s | $0.083 | 12 | 10 | claude-opus-5-5 |
| Review 15: charge_fee | 15.6s | $0.086 | 16 | 14 | claude-opus-5-5 |
| Review 16: charge_fee | 20.0s | $0.101 | 16 | 14 | claude-opus-5-5 |
| Review 17: resolve_request | 13.7s | $0.082 | 14 | 12 | claude-opus-5-5 |
| Review 18: change_flight | 14.4s | $0.051 | 6 | 4 | claude-opus-5-5 |
| Review 19: resolve_request | 16.6s | $0.081 | 13 | 11 | claude-opus-5-5 |
| Review 20: change_flight | 9.5s | $0.050 | 6 | 4 | claude-opus-5-5 |
| Review 21: charge_fee | 14.4s | $0.087 | 14 | 12 | claude-opus-5-5 |
| Review 22: resolve_request | 14.2s | $0.086 | 14 | 12 | claude-opus-5-5 |
| Review 23: change_flight | 10.4s | $0.061 | 7 | 5 | claude-opus-5-5 |
| Review 24: resolve_request | 20.4s | $0.099 | 14 | 12 | claude-opus-5-5 |
| Review 25: change_flight | 20.5s | $0.099 | 13 | 11 | claude-opus-5-5 |
| Review 26: charge_fee | 13.3s | $0.088 | 14 | 12 | claude-opus-5-5 |
| Review 27: charge_fee | 14.7s | $0.096 | 16 | 14 | claude-opus-5-5 |
| Review 28: resolve_request | 12.5s | $0.084 | 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
- 407
- failed tool calls
- 0
- distinct tools
- 16
Final answer
I worked all nine flight-change requests from yesterday (2026-07-27). Each customer is on the flight they asked for, in the cabin they booked, and each request is resolved with a note explaining the cost. Six of the nine customers were charged; three paid nothing.
| Request | Change | Charged | Why |
|---|---|---|---|
| Q-301 (R5201) | AA210 → DL542, 08-06 | $0 | Chicago weather waiver (PB-2026-14) covers it; fee and fare difference waived |
| Q-302 (R5202) | AA660 → AA664, 08-07 (Boston) | $75 change fee + $35 fare difference | The Chicago waiver doesn't cover Boston, and the Boston waiver PB-2026-09 ended 07-15 |
| Q-303 (R5203) | AA662 → AA664, basic economy | $150 change fee + $25 fare difference | The customer cited PB-2026-09, but it had expired and only covered travel 07-01 to 07-20. The $150 basic economy fee comes from PB-2026-16; silver status isn't exempt |
| Q-304 (R5204) | UA88 → UA90, basic economy, gold | $35 fare difference | Chicago waiver applies, but basic economy still pays the fare difference |
| Q-305 (R5205) | AA214 → AA216 | $75 change fee + $10 fare difference | Ticketed 07-26, after the waiver's 07-24 cutoff |
| Q-307 (R5207) | AA212 → AA218, platinum | $0 | Amendment PB-2026-14A extends the waiver to 08-05 for gold and platinum members. The customer had offered to pay |
| Q-308 (R5208) | AA660 → AA662, same day | $75 flat | Same-day change bulletin PB-2026-12. Bulletin PB-2026-17 says to apply whichever option costs the customer least, and this beats the normal $75 fee plus $13 fare difference |
| Q-309 (R5209) | Second leg only, AA1402 → AA1406 | $0 | Chicago waiver covers travel from Chicago on 08-03. The first leg is unchanged and the new departure leaves plenty of time to connect |
| Q-310 (R5210) | AA210 → AA216 | $75 change fee + $30 fare difference | The waiver allows one free move, and this customer already used it on 07-26 |
Things I left alone or that don't match:
- Q-306 (R5206): I didn't touch it. It's a cancellation, not a flight change, so it's outside this task.
- Today's date: your instructions say 2026-10-06, but the airline system reports 2026-07-28. I went by the system date, which fits the requests being from "yesterday." Under 2026-10-06 the Chicago waivers would already have ended, and the charges for Q-301, Q-304, Q-307 and Q-309 would have been different.
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.