RunSonnet 5.5repeat 2
Gated-execute on Settle change requests under dated bulletins
claude-sonnet-5-5__gated-execute__airline-waiver-desk__r2
Score
0.818
wrong answer
design ran as designed- Cost
- $1.40
- Latency
- 6m 57s
- setup 0.0s, grading 0.0s
- Turns
- 463
- Tool calls
- 403
- Subagents
- 29
- Tokens in / out
- 1.2M / 47k
- 1,014,136 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 6m 57s, finished, 83 tool calls, $0.221
Review 1: change_flight: 37.2s to 47.4s, finished, 10 tool calls, $0.032
Review 2: change_flight: 47.4s to 59.7s, finished, 11 tool calls, $0.039
Review 3: change_flight: 59.7s to 1m 11s, finished, 10 tool calls, $0.035
Review 4: change_flight: 1m 11s to 1m 23s, finished, 13 tool calls, $0.040
Review 5: change_flight: 1m 23s to 1m 34s, finished, 10 tool calls, $0.035
Review 6: change_flight: 1m 34s to 1m 47s, finished, 11 tool calls, $0.036
Review 7: change_flight: 1m 47s to 1m 58s, finished, 11 tool calls, $0.034
Review 8: change_flight: 1m 58s to 2m 13s, finished, 13 tool calls, $0.042
Review 9: change_flight: 2m 13s to 2m 34s, finished, 12 tool calls, $0.045
Review 10: change_flight: 2m 35s to 2m 52s, finished, 12 tool calls, $0.047
Review 11: charge_fee: 2m 52s to 3m 4s, finished, 14 tool calls, $0.043
Review 12: charge_fee: 3m 4s to 3m 19s, finished, 12 tool calls, $0.045
Review 13: charge_fee: 3m 19s to 3m 37s, finished, 12 tool calls, $0.044
Review 14: charge_fee: 3m 37s to 3m 45s, finished, 8 tool calls, $0.031
Review 15: charge_fee: 3m 45s to 3m 60s, finished, 12 tool calls, $0.045
Review 16: charge_fee: 3m 60s to 4m 13s, finished, 11 tool calls, $0.039
Review 17: charge_fee: 4m 13s to 4m 22s, finished, 9 tool calls, $0.035
Review 18: charge_fee: 4m 22s to 4m 36s, finished, 12 tool calls, $0.040
Review 19: charge_fee: 4m 37s to 4m 47s, finished, 10 tool calls, $0.035
Review 20: charge_fee: 4m 47s to 5m 1s, finished, 11 tool calls, $0.041
Review 21: resolve_request: 5m 3s to 5m 15s, finished, 10 tool calls, $0.039
Review 22: resolve_request: 5m 15s to 5m 26s, finished, 10 tool calls, $0.037
Review 23: resolve_request: 5m 26s to 5m 38s, finished, 10 tool calls, $0.043
Review 24: resolve_request: 5m 38s to 5m 50s, finished, 12 tool calls, $0.045
Review 25: resolve_request: 5m 50s to 6m 3s, finished, 12 tool calls, $0.048
Review 26: resolve_request: 6m 3s to 6m 14s, finished, 10 tool calls, $0.042
Review 27: resolve_request: 6m 14s to 6m 24s, finished, 10 tool calls, $0.042
Review 28: resolve_request: 6m 24s to 6m 40s, finished, 12 tool calls, $0.051
Review 29: resolve_request: 6m 40s to 6m 51s, finished, 11 tool calls, $0.045
Drawn from the phase records: timing and cost per call, no tool calls or messages.
| Phase | Duration | Cost | Turns | Tools | Model |
|---|---|---|---|---|---|
| Execute | 6m 57s | $0.221 | 84 | 83 | claude-sonnet-5-5 |
| Review 1: change_flight | 10.1s | $0.032 | 12 | 10 | claude-sonnet-5-5 |
| Review 2: change_flight | 12.3s | $0.039 | 13 | 11 | claude-sonnet-5-5 |
| Review 3: change_flight | 11.6s | $0.035 | 12 | 10 | claude-sonnet-5-5 |
| Review 4: change_flight | 11.7s | $0.040 | 15 | 13 | claude-sonnet-5-5 |
| Review 5: change_flight | 11.2s | $0.035 | 12 | 10 | claude-sonnet-5-5 |
| Review 6: change_flight | 12.8s | $0.036 | 13 | 11 | claude-sonnet-5-5 |
| Review 7: change_flight | 10.6s | $0.034 | 13 | 11 | claude-sonnet-5-5 |
| Review 8: change_flight | 15.7s | $0.042 | 15 | 13 | claude-sonnet-5-5 |
| Review 9: change_flight | 20.2s | $0.045 | 14 | 12 | claude-sonnet-5-5 |
| Review 10: change_flight | 16.4s | $0.047 | 14 | 12 | claude-sonnet-5-5 |
| Review 11: charge_fee | 12.2s | $0.043 | 16 | 14 | claude-sonnet-5-5 |
| Review 12: charge_fee | 14.8s | $0.045 | 14 | 12 | claude-sonnet-5-5 |
| Review 13: charge_fee | 18.1s | $0.044 | 14 | 12 | claude-sonnet-5-5 |
| Review 14: charge_fee | 8.4s | $0.031 | 10 | 8 | claude-sonnet-5-5 |
| Review 15: charge_fee | 14.7s | $0.045 | 14 | 12 | claude-sonnet-5-5 |
| Review 16: charge_fee | 13.3s | $0.039 | 13 | 11 | claude-sonnet-5-5 |
| Review 17: charge_fee | 9.0s | $0.035 | 11 | 9 | claude-sonnet-5-5 |
| Review 18: charge_fee | 14.0s | $0.040 | 14 | 12 | claude-sonnet-5-5 |
| Review 19: charge_fee | 9.3s | $0.035 | 12 | 10 | claude-sonnet-5-5 |
| Review 20: charge_fee | 14.5s | $0.041 | 13 | 11 | claude-sonnet-5-5 |
| Review 21: resolve_request | 12.0s | $0.039 | 12 | 10 | claude-sonnet-5-5 |
| Review 22: resolve_request | 11.3s | $0.037 | 12 | 10 | claude-sonnet-5-5 |
| Review 23: resolve_request | 11.3s | $0.043 | 12 | 10 | claude-sonnet-5-5 |
| Review 24: resolve_request | 12.0s | $0.045 | 14 | 12 | claude-sonnet-5-5 |
| Review 25: resolve_request | 13.4s | $0.048 | 14 | 12 | claude-sonnet-5-5 |
| Review 26: resolve_request | 11.1s | $0.042 | 12 | 10 | claude-sonnet-5-5 |
| Review 27: resolve_request | 9.5s | $0.042 | 12 | 10 | claude-sonnet-5-5 |
| Review 28: resolve_request | 15.9s | $0.051 | 14 | 12 | claude-sonnet-5-5 |
| Review 29: resolve_request | 11.2s | $0.045 | 13 | 11 | 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-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
- 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
- 403
- failed tool calls
- 0
- distinct tools
- 15
Final answer
I moved all nine customers to the flights they asked for and resolved each request with a note stating what they were charged and why. Q-306, the Boston cancellation, is not a flight change, so I left it for the team that owns it.
I used the queue's date of 2026-07-28 to decide which bulletins were in effect. The system prompt said 2026-10-06, which conflicts with it.
| Request | Passenger | New flight | Charged |
|---|---|---|---|
| Q-301 | Ines Duarte | DL542, 6 Aug | $0. The Chicago waiver (PB-2026-14) covers her. |
| Q-302 | Jonah Pike | AA664, 7 Aug | $110: $75 change fee + $35 fare difference. The waiver he saw covers Chicago, not his Boston flight. |
| Q-303 | Kim Seo | AA664, 7 Aug | $175: $150 basic economy change fee + $25 fare difference. The Boston hurricane waiver (PB-2026-09) had expired and only covered July travel. The $150 fee comes from PB-2026-16, which overrides the $125 in the fare rules. |
| Q-304 | Lena Ortiz | UA90, 9 Aug | $35 fare difference. The change fee is waived, but the Chicago waiver still collects fare differences on basic economy. |
| Q-305 | Max Weber | AA216, 8 Aug | $85: $75 change fee + $10 fare difference. His ticket was issued 26 Jul, after the 24 Jul cutoff for the Chicago waiver. |
| Q-307 | Oscar Lund | AA218, 8 Aug | $0. As a platinum member his waiver window runs through 5 Aug (PB-2026-14A), so his 5 Aug flight is covered. |
| Q-308 | Petra Novak | AA662, 5 Aug | $75. This is the flat same-day fee (PB-2026-12), with no fare difference. |
| Q-309 | Quinn Adler | Chicago–Boston leg moved to AA1406, 3 Aug | $0. Both the Chicago waiver and the same-day bulletin apply, and PB-2026-17 says to use whichever costs the customer least. |
| Q-310 | Ravi Shah | AA216, 8 Aug | $105: $75 change fee + $30 fare difference. His reservation had already used its one free waiver move on 26 Jul. |
Ravi's request asked for the waiver, so I told him in the resolution note why he was charged. The action reviewer initially blocked a free move for him and I rebooked it at the normal rates.
Each fee is its own ledger entry (L1–L10). Every change kept the cabin the customer booked.
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.