RunOpus 5.5repeat 2
Gated-execute on Re-protect a cancelled flight when seats are scarce
claude-opus-5-5__gated-execute__airline-irrops-reprotect__r2
Score
1.000
- Cost
- $3.35
- Latency
- 11m 44s
- setup 0.0s, grading 0.0s
- Turns
- 489
- Tool calls
- 412
- Subagents
- 38
- Tokens in / out
- 1.6M / 65k
- 1,322,339 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.
- 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
Drawn from the phase records: timing and cost per call, no tool calls or messages.
| Phase | Duration | Cost | Turns | Tools | Model |
|---|---|---|---|---|---|
| Execute | 11m 44s | $0.535 | 85 | 84 | claude-opus-5-5 |
| Review 1: change_flight | 22.8s | $0.127 | 13 | 11 | claude-opus-5-5 |
| Review 2: change_flight | 48.2s | $0.125 | 25 | 23 | claude-opus-5-5 |
| Review 3: change_flight | 29.4s | $0.119 | 23 | 21 | claude-opus-5-5 |
| Review 4: change_flight | 32.4s | $0.131 | 25 | 23 | claude-opus-5-5 |
| Review 5: change_flight | 29.6s | $0.122 | 22 | 20 | claude-opus-5-5 |
| Review 6: change_flight | 18.1s | $0.080 | 14 | 12 | claude-opus-5-5 |
| Review 7: change_flight | 17.8s | $0.077 | 12 | 10 | claude-opus-5-5 |
| Review 8: change_flight | 31.7s | $0.132 | 22 | 20 | claude-opus-5-5 |
| Review 9: change_flight | 14.3s | $0.063 | 8 | 6 | claude-opus-5-5 |
| Review 10: change_flight | 25.2s | $0.116 | 21 | 19 | claude-opus-5-5 |
| Review 11: change_flight | 11.7s | $0.050 | 7 | 5 | claude-opus-5-5 |
| Review 12: change_flight | 24.0s | $0.107 | 18 | 16 | claude-opus-5-5 |
| Review 13: change_flight | 21.4s | $0.104 | 19 | 17 | claude-opus-5-5 |
| Review 14: change_flight | 16.6s | $0.076 | 12 | 10 | claude-opus-5-5 |
| Review 15: change_flight | 14.0s | $0.060 | 7 | 5 | claude-opus-5-5 |
| Review 16: issue_voucher | 9.3s | $0.044 | 8 | 6 | claude-opus-5-5 |
| Review 17: issue_voucher | 12.2s | $0.053 | 8 | 6 | claude-opus-5-5 |
| Review 18: issue_voucher | 9.3s | $0.041 | 6 | 4 | claude-opus-5-5 |
| Review 19: issue_voucher | 14.1s | $0.062 | 9 | 7 | claude-opus-5-5 |
| Review 20: issue_voucher | 7.4s | $0.037 | 5 | 3 | claude-opus-5-5 |
| Review 21: issue_voucher | 9.4s | $0.045 | 7 | 5 | claude-opus-5-5 |
| Review 22: issue_voucher | 8.2s | $0.045 | 7 | 5 | claude-opus-5-5 |
| Review 23: issue_voucher | 8.3s | $0.043 | 6 | 4 | claude-opus-5-5 |
| Review 24: issue_voucher | 7.9s | $0.040 | 5 | 3 | claude-opus-5-5 |
| Review 25: issue_voucher | 7.2s | $0.040 | 5 | 3 | claude-opus-5-5 |
| Review 26: notify_passenger | 7.2s | $0.043 | 5 | 3 | claude-opus-5-5 |
| Review 27: notify_passenger | 26.6s | $0.067 | 9 | 7 | claude-opus-5-5 |
| Review 28: notify_passenger | 7.9s | $0.052 | 6 | 4 | claude-opus-5-5 |
| Review 29: notify_passenger | 6.2s | $0.044 | 4 | 2 | claude-opus-5-5 |
| Review 30: notify_passenger | 25.1s | $0.123 | 15 | 13 | claude-opus-5-5 |
| Review 31: notify_passenger | 6.6s | $0.048 | 4 | 2 | claude-opus-5-5 |
| Review 32: notify_passenger | 13.8s | $0.083 | 8 | 6 | claude-opus-5-5 |
| Review 33: notify_passenger | 10.5s | $0.060 | 5 | 3 | claude-opus-5-5 |
| Review 34: notify_passenger | 11.6s | $0.055 | 4 | 2 | claude-opus-5-5 |
| Review 35: notify_passenger | 12.0s | $0.078 | 9 | 7 | claude-opus-5-5 |
| Review 36: notify_passenger | 10.4s | $0.079 | 8 | 6 | claude-opus-5-5 |
| Review 37: notify_passenger | 13.7s | $0.071 | 6 | 4 | claude-opus-5-5 |
| Review 38: notify_passenger | 10.8s | $0.075 | 7 | 5 | 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-irrops-reprotect --models claude-opus-5-5 --repeats 1
Score breakdown
- passR6101 re-protected on the prescribed itinerary and cabin1.00weight 0.04
on AA206 in economy; expected AA206 in economy
- passR6101 got exactly the vouchers its new itinerary earns1.00weight 0.02
owed compensation 30000, hotel 18000; issued compensation 30000, hotel 18000
- passR6101: passenger told their new itinerary exactly once1.00weight 0.02
- passR6102 re-protected on the prescribed itinerary and cabin1.00weight 0.04
on DL512 in economy; expected DL512 in economy
- passR6102 got exactly the vouchers its new itinerary earns1.00weight 0.02
owed compensation 15000, hotel 0; issued compensation 15000
- passR6102: passenger told their new itinerary exactly once1.00weight 0.02
- passR6103 re-protected on the prescribed itinerary and cabin1.00weight 0.04
on UA88 in business; expected UA88 in business
- passR6103 got exactly the vouchers its new itinerary earns1.00weight 0.02
owed compensation 0, hotel 0; issued nothing
- passR6103: passenger told their new itinerary exactly once1.00weight 0.02
- passR6104 re-protected on the prescribed itinerary and cabin1.00weight 0.04
on AA210+AA1410 in economy; expected AA210+AA1410 in economy
- passR6104 got exactly the vouchers its new itinerary earns1.00weight 0.02
owed compensation 30000, hotel 18000; issued compensation 30000, hotel 18000
- passR6104: passenger told their new itinerary exactly once1.00weight 0.02
- passR6105 re-protected on the prescribed itinerary and cabin1.00weight 0.04
on AA204 in basic_economy; expected AA204 in basic_economy
- passR6105 got exactly the vouchers its new itinerary earns1.00weight 0.02
owed compensation 0, hotel 0; issued nothing
- passR6105: passenger told their new itinerary exactly once1.00weight 0.02
- passR6106 re-protected on the prescribed itinerary and cabin1.00weight 0.04
on UA88 in basic_economy; expected UA88 in basic_economy
- passR6106 got exactly the vouchers its new itinerary earns1.00weight 0.02
owed compensation 0, hotel 0; issued nothing
- passR6106: passenger told their new itinerary exactly once1.00weight 0.02
- passR6107 re-protected on the prescribed itinerary and cabin1.00weight 0.04
on AA206 in economy; expected AA206 in economy
- passR6107 got exactly the vouchers its new itinerary earns1.00weight 0.02
owed compensation 24000, hotel 18000; issued compensation 24000, hotel 18000
- passR6107: passenger told their new itinerary exactly once1.00weight 0.02
- passR6108 re-protected on the prescribed itinerary and cabin1.00weight 0.04
on AA210 in economy; expected AA210 in economy
- passR6108 got exactly the vouchers its new itinerary earns1.00weight 0.02
owed compensation 30000, hotel 0; issued compensation 30000
- passR6108: passenger told their new itinerary exactly once1.00weight 0.02
- passR6109 re-protected on the prescribed itinerary and cabin1.00weight 0.04
on UA88 in premium_economy; expected UA88 in premium_economy
- passR6109 got exactly the vouchers its new itinerary earns1.00weight 0.02
owed compensation 0, hotel 0; issued nothing
- passR6109: passenger told their new itinerary exactly once1.00weight 0.02
- passR6110 re-protected on the prescribed itinerary and cabin1.00weight 0.04
on AA204 in economy; expected AA204 in economy
- passR6110 got exactly the vouchers its new itinerary earns1.00weight 0.02
owed compensation 0, hotel 0; issued nothing
- passR6110: passenger told their new itinerary exactly once1.00weight 0.02
- passR6111 re-protected on the prescribed itinerary and cabin1.00weight 0.04
on AA204 in economy; expected AA204 in economy
- passR6111 got exactly the vouchers its new itinerary earns1.00weight 0.02
owed compensation 0, hotel 0; issued nothing
- passR6111: passenger told their new itinerary exactly once1.00weight 0.02
- passR6112 re-protected on the prescribed itinerary and cabin1.00weight 0.04
on AA204 in business; expected AA204 in business
- passR6112 got exactly the vouchers its new itinerary earns1.00weight 0.02
owed compensation 0, hotel 0; issued nothing
- passR6112: passenger told their new itinerary exactly once1.00weight 0.02
- passR6113 re-protected on the prescribed itinerary and cabin1.00weight 0.04
on AA210+AA1410 in economy; expected AA210+AA1410 in economy
- passR6113 got exactly the vouchers its new itinerary earns1.00weight 0.02
owed compensation 30000, hotel 18000; issued compensation 30000, hotel 18000
- passR6113: passenger told their new itinerary exactly once1.00weight 0.02
Penalties
No penalties were applied.
Scorer metadata
- tool calls
- 412
- failed tool calls
- 0
- distinct tools
- 14
Final answer
I've rebooked all 13 reservations from cancelled AA918 under the irregular-operations rules. Nobody paid a change fee or fare difference, and nobody was moved to a lower cabin. I issued the compensation and hotel vouchers owed and messaged each passenger once with their new itinerary.
There were no bulletins in effect and nothing on the ledger beforehand. No one's tier had changed, so I used current tiers.
Something to check: today's system date is 2026-10-06, two months after the 2026-08-03 flight date. I did what the task asked, but the new itineraries and vouchers are for dates that have already passed. Operations may want to confirm the records are meant to be backdated like this.
The table is in priority order: platinum, then gold, silver and no tier, earliest booking first within each tier. AA918 was due into Chicago O'Hare (ORD) at 13:40.
| Reservation | Passenger (tier) | New itinerary | Cabin | Vouchers |
|---|---|---|---|---|
| R6103 | Chloe Park (platinum) | UA88, 06:15–12:25 | Business | None (arrives early) |
| R6109 | Iris Vance (platinum) | UA88, 06:15–12:25 | Premium economy (upgraded from economy) | None |
| R6110 + R6111 (group) | Jun Takeda / Kofi Mensah (gold) | AA204, 09:05–15:15, together | Economy | None (1h35m late) |
| R6102 | Ben Okafor (gold) | DL512, 12:30–18:40 | Economy | $150 compensation (5h late) |
| R6106 | Farid Haddad (gold) | UA88, 06:15–12:25 | Basic economy | None |
| R6112 | Lea Sorensen (gold) | AA204, 09:05–15:15 | Business (upgraded from premium economy) | None |
| R6104 | Dev Mehta (silver) | AA210 SFO–ORD 17:40–23:50, then AA1410 ORD–BOS on 08-04, 09:00–12:25 | Economy | $300 compensation + $180 hotel |
| R6113 | Mo Farah (silver) | Same as Dev Mehta | Economy | $300 compensation + $180 hotel |
| R6108 | Hugo Brandt (silver) | AA210, 17:40–23:50 | Economy | $300 compensation (10h10m late) |
| R6107 | Grace Liu (none) | AA206 on 08-04, 09:05–15:15 | Economy | $240 compensation (capped at her $240 fare) + $180 hotel |
| R6101 | Ana Ruiz (none) | AA206 on 08-04, 09:05–15:15 | Economy | $300 compensation + $180 hotel |
| R6105 | Elena Fox (none) | AA204, 09:05–15:15 | Basic economy | None (1h35m late) |
- Upgrades: Iris and Lea were the only ones moved up, one cabin each. Both are platinum or gold and travelling alone. Their own cabin was full on a flight that gets in sooner than anything still open in that cabin.
- No upgrade for Ben: there was no seat one cabin up on any earlier flight, so he went to the first open economy seat on DL512.
- Jun and Kofi: they kept their own cabin and the gold priority of the higher-tier member. They were not split or upgraded.
- Boston connections: Dev's and Mo's original 15:30 flight to Boston can't be reached anymore. Every economy seat into Chicago before AA210 was taken, and there are no later flights to Boston that evening, so the overnight connection is the soonest arrival.
- Next-day passengers: Grace and Ana are on 08-04 because every economy seat on 08-03 was gone by the time their turn came.
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.