RunSonnet 5.5repeat 2
Gated-execute on Re-protect a cancelled flight when seats are scarce
claude-sonnet-5-5__gated-execute__airline-irrops-reprotect__r2
Score
1.000
passed
design ran as designed- Cost
- $1.86
- Latency
- 9m 55s
- setup 0.0s, grading 0.0s
- Turns
- 519
- Tool calls
- 442
- Subagents
- 38
- Tokens in / out
- 1.4M / 70k
- 1,113,088 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 55s, finished, 82 tool calls, $0.279
Review 1: change_flight: 57.5s to 1m 9s, finished, 8 tool calls, $0.052
Review 2: change_flight: 1m 9s to 1m 36s, finished, 23 tool calls, $0.072
Review 3: change_flight: 1m 36s to 2m 1s, finished, 23 tool calls, $0.066
Review 4: change_flight: 2m 1s to 2m 23s, finished, 24 tool calls, $0.072
Review 5: change_flight: 2m 23s to 2m 54s, finished, 23 tool calls, $0.083
Review 6: change_flight: 2m 54s to 3m 8s, finished, 10 tool calls, $0.035
Review 7: change_flight: 3m 8s to 3m 26s, finished, 16 tool calls, $0.053
Review 8: change_flight: 3m 26s to 3m 40s, finished, 9 tool calls, $0.039
Review 9: change_flight: 3m 43s to 4m 0s, finished, 17 tool calls, $0.055
Review 10: change_flight: 4m 0s to 4m 23s, finished, 16 tool calls, $0.059
Review 11: change_flight: 4m 23s to 4m 35s, finished, 10 tool calls, $0.036
Review 12: change_flight: 4m 35s to 4m 47s, finished, 9 tool calls, $0.038
Review 13: change_flight: 4m 47s to 4m 58s, finished, 7 tool calls, $0.030
Review 14: change_flight: 5m 0s to 5m 13s, finished, 9 tool calls, $0.042
Review 15: change_flight: 5m 13s to 5m 26s, finished, 8 tool calls, $0.035
Review 16: issue_voucher: 5m 26s to 5m 34s, finished, 5 tool calls, $0.022
Review 17: issue_voucher: 5m 34s to 5m 41s, finished, 5 tool calls, $0.024
Review 18: issue_voucher: 5m 41s to 5m 49s, finished, 6 tool calls, $0.026
Review 19: issue_voucher: 5m 49s to 5m 58s, finished, 5 tool calls, $0.024
Review 20: issue_voucher: 5m 58s to 6m 10s, finished, 7 tool calls, $0.031
Review 21: issue_voucher: 6m 10s to 6m 18s, finished, 5 tool calls, $0.025
Review 22: issue_voucher: 6m 18s to 6m 30s, finished, 9 tool calls, $0.037
Review 23: issue_voucher: 6m 30s to 6m 40s, finished, 5 tool calls, $0.029
Review 24: issue_voucher: 6m 40s to 6m 56s, finished, 11 tool calls, $0.048
Review 25: issue_voucher: 6m 56s to 7m 4s, finished, 3 tool calls, $0.025
Review 26: notify_passenger: 7m 7s to 7m 18s, finished, 5 tool calls, $0.029
Review 27: notify_passenger: 7m 18s to 7m 26s, finished, 3 tool calls, $0.025
Review 28: notify_passenger: 7m 26s to 7m 37s, finished, 6 tool calls, $0.031
Review 29: notify_passenger: 7m 37s to 7m 58s, finished, 8 tool calls, $0.049
Review 30: notify_passenger: 7m 58s to 8m 12s, finished, 13 tool calls, $0.056
Review 31: notify_passenger: 8m 12s to 8m 25s, finished, 7 tool calls, $0.038
Review 32: notify_passenger: 8m 25s to 8m 33s, finished, 3 tool calls, $0.030
Review 33: notify_passenger: 8m 33s to 8m 42s, finished, 4 tool calls, $0.032
Review 34: notify_passenger: 8m 42s to 8m 55s, finished, 10 tool calls, $0.046
Review 35: notify_passenger: 8m 55s to 9m 3s, finished, 6 tool calls, $0.037
Review 36: notify_passenger: 9m 3s to 9m 10s, finished, 4 tool calls, $0.033
Review 37: notify_passenger: 9m 10s to 9m 32s, finished, 10 tool calls, $0.063
Review 38: notify_passenger: 9m 32s to 9m 46s, finished, 8 tool calls, $0.051
Drawn from the phase records: timing and cost per call, no tool calls or messages.
| Phase | Duration | Cost | Turns | Tools | Model |
|---|---|---|---|---|---|
| Execute | 9m 55s | $0.279 | 83 | 82 | claude-sonnet-5-5 |
| Review 1: change_flight | 11.2s | $0.052 | 10 | 8 | claude-sonnet-5-5 |
| Review 2: change_flight | 27.0s | $0.072 | 25 | 23 | claude-sonnet-5-5 |
| Review 3: change_flight | 25.8s | $0.066 | 25 | 23 | claude-sonnet-5-5 |
| Review 4: change_flight | 21.7s | $0.072 | 26 | 24 | claude-sonnet-5-5 |
| Review 5: change_flight | 30.7s | $0.083 | 25 | 23 | claude-sonnet-5-5 |
| Review 6: change_flight | 13.6s | $0.035 | 12 | 10 | claude-sonnet-5-5 |
| Review 7: change_flight | 18.4s | $0.053 | 18 | 16 | claude-sonnet-5-5 |
| Review 8: change_flight | 14.0s | $0.039 | 11 | 9 | claude-sonnet-5-5 |
| Review 9: change_flight | 17.9s | $0.055 | 19 | 17 | claude-sonnet-5-5 |
| Review 10: change_flight | 22.5s | $0.059 | 18 | 16 | claude-sonnet-5-5 |
| Review 11: change_flight | 11.7s | $0.036 | 12 | 10 | claude-sonnet-5-5 |
| Review 12: change_flight | 12.5s | $0.038 | 11 | 9 | claude-sonnet-5-5 |
| Review 13: change_flight | 10.5s | $0.030 | 9 | 7 | claude-sonnet-5-5 |
| Review 14: change_flight | 13.2s | $0.042 | 11 | 9 | claude-sonnet-5-5 |
| Review 15: change_flight | 12.3s | $0.035 | 10 | 8 | claude-sonnet-5-5 |
| Review 16: issue_voucher | 8.1s | $0.022 | 7 | 5 | claude-sonnet-5-5 |
| Review 17: issue_voucher | 7.4s | $0.024 | 7 | 5 | claude-sonnet-5-5 |
| Review 18: issue_voucher | 7.9s | $0.026 | 8 | 6 | claude-sonnet-5-5 |
| Review 19: issue_voucher | 8.7s | $0.024 | 7 | 5 | claude-sonnet-5-5 |
| Review 20: issue_voucher | 12.2s | $0.031 | 9 | 7 | claude-sonnet-5-5 |
| Review 21: issue_voucher | 7.9s | $0.025 | 7 | 5 | claude-sonnet-5-5 |
| Review 22: issue_voucher | 11.8s | $0.037 | 11 | 9 | claude-sonnet-5-5 |
| Review 23: issue_voucher | 10.2s | $0.029 | 7 | 5 | claude-sonnet-5-5 |
| Review 24: issue_voucher | 15.8s | $0.048 | 13 | 11 | claude-sonnet-5-5 |
| Review 25: issue_voucher | 8.5s | $0.025 | 5 | 3 | claude-sonnet-5-5 |
| Review 26: notify_passenger | 11.2s | $0.029 | 7 | 5 | claude-sonnet-5-5 |
| Review 27: notify_passenger | 7.9s | $0.025 | 5 | 3 | claude-sonnet-5-5 |
| Review 28: notify_passenger | 10.9s | $0.031 | 8 | 6 | claude-sonnet-5-5 |
| Review 29: notify_passenger | 20.8s | $0.049 | 10 | 8 | claude-sonnet-5-5 |
| Review 30: notify_passenger | 14.1s | $0.056 | 15 | 13 | claude-sonnet-5-5 |
| Review 31: notify_passenger | 12.8s | $0.038 | 9 | 7 | claude-sonnet-5-5 |
| Review 32: notify_passenger | 8.4s | $0.030 | 5 | 3 | claude-sonnet-5-5 |
| Review 33: notify_passenger | 9.1s | $0.032 | 6 | 4 | claude-sonnet-5-5 |
| Review 34: notify_passenger | 12.6s | $0.046 | 12 | 10 | claude-sonnet-5-5 |
| Review 35: notify_passenger | 8.7s | $0.037 | 8 | 6 | claude-sonnet-5-5 |
| Review 36: notify_passenger | 7.0s | $0.033 | 6 | 4 | claude-sonnet-5-5 |
| Review 37: notify_passenger | 21.1s | $0.063 | 12 | 10 | claude-sonnet-5-5 |
| Review 38: notify_passenger | 14.7s | $0.051 | 10 | 8 | 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 gated-execute --tasks airline-irrops-reprotect --models claude-sonnet-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
- 442
- failed tool calls
- 0
- distinct tools
- 16
Final answer
I re-protected all 13 reservations from AA918, issued the vouchers they're owed, and sent each passenger one message with their new itinerary.
- Free of charge: No change fees or fare differences were charged. I found no bulletins in effect.
- Order: I worked through passengers by tier, then earliest booking date.
- Original schedule: I measured delay against the original arrival, ORD 13:40 on 3 Aug. Dev and Mo's original final arrival was BOS 18:55.
| Passenger | New itinerary | Vouchers |
|---|---|---|
| Chloe Park (R6103, platinum) | UA88 on 3 Aug, business, arrives 12:25 | none (arrives earlier) |
| Iris Vance (R6109, platinum) | UA88 on 3 Aug, upgraded to premium economy, arrives 12:25 | none (arrives earlier) |
| Jun Takeda and Kofi Mensah (R6110, R6111, group, gold) | AA204 on 3 Aug, economy, together, arrive 15:15 | none (under 3 hours late) |
| Ben Okafor (R6102, gold) | DL512 on 3 Aug, economy, arrives 18:40 | $150 compensation |
| Farid Haddad (R6106, gold) | UA88 on 3 Aug, basic economy, arrives 12:25 | none (arrives earlier) |
| Lea Sorensen (R6112, gold) | AA204 on 3 Aug, upgraded to business, arrives 15:15 | none (under 3 hours late) |
| Dev Mehta (R6104, silver) | AA210 on 3 Aug (arrives 23:50), then AA1410 ORD→BOS on 4 Aug (09:00, arrives 12:25) | $300 compensation, $180 hotel |
| Mo Farah (R6113, silver) | AA210 on 3 Aug (arrives 23:50), then AA1410 ORD→BOS on 4 Aug (09:00, arrives 12:25) | $300 compensation, $180 hotel |
| Hugo Brandt (R6108, silver) | AA210 on 3 Aug, economy, arrives 23:50 | $300 compensation |
| Grace Liu (R6107) | AA206 on 4 Aug, economy, arrives 15:15 | $240 compensation (capped at her $240 fare), $180 hotel |
| Ana Ruiz (R6101) | AA206 on 4 Aug, economy, arrives 15:15 | $300 compensation, $180 hotel |
| Elena Fox (R6105) | AA204 on 3 Aug, basic economy, arrives 15:15 | none (under 3 hours late) |
- Upgrades: Iris and Lea were the only upgrades. Each is a gold or platinum passenger travelling alone on one flight, and each got a flight that gets them to Chicago sooner than anything left in their own cabin. I did not upgrade Ben, because the premium seat on UA88 was already taken. I did not upgrade Jun and Kofi, because group bookings are never upgraded.
- Dev and Mo: The AA204 and later arrivals break their AA1402 connection, so I also rebooked their onward leg. The AA210 arrival is the soonest that still makes a valid connection: the next morning's AA1410.
- Request queue: I didn't touch the request queue, because the task didn't mention it.
- Dates: Today is 2026-10-06, after the 3 Aug travel date. I followed the task as written and made the changes anyway.
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.