RunSonnet 5.5repeat 1
Plan-execute-verify on Settle change requests under dated bulletins
claude-sonnet-5-5__plan-execute-verify__airline-waiver-desk__r1
Score
0.818
- Cost
- $0.396
- Latency
- 2m 2s
- setup 0.0s, grading 0.0s
- Turns
- 155
- Tool calls
- 150
- Subagents
- 0
- Tokens in / out
- 322k / 17k
- 275,417 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.
- The plan was a plan: heldplan-execute-verify.planThe planner’s reply was read through its schema and held at least one step.
- Every verdict was read: heldplan-execute-verify.verdictsEvery review round ended with a verdict read from the schema reply, not a default.
- The loop did what its verdicts said: heldplan-execute-verify.loopEvery verdict that called for a revision got one, and nothing was revised without such a verdict.
- Each call was shown the right tools: heldplan-execute-verify.toolsThe planner was shown no tools, the verifier the read-only ones, and the executor and reviser the full toolset.
Phases
Drawn from the phase records: timing and cost per call, no tool calls or messages.
| Phase | Duration | Cost | Turns | Tools | Model |
|---|---|---|---|---|---|
| Plan | 10.7s | $0.015 | 2 | 0 | claude-sonnet-5-5 |
| Execute | 1m 8s | $0.220 | 83 | 82 | claude-sonnet-5-5 |
| Verify | 42.7s | $0.162 | 70 | 68 | 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 plan-execute-verify --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
- 150
- failed tool calls
- 0
- distinct tools
- 14
Final answer
I worked all nine open change requests. Every change is booked in the customer's original cabin, and each fee is its own ledger entry. I left Q-306 (R5206, a cancellation) alone because it isn't a flight change. I didn't re-read the reservations or ledgers afterward. Each change call and fee entry reported success when I made it.
The system date is 2026-07-28, so "yesterday" meant the 27 July requests. The plan's date of 2026-10-05 didn't match the system, so I used the system date.
| Request | New flight | Charged | Why |
|---|---|---|---|
| Q-301 Ines (R5201) | DL542, 6 Aug | $0 | Covered by the Chicago waiver (PB-2026-14), which waives the fee and fare difference. |
| Q-302 Jonah (R5202) | AA664, 7 Aug | $75 fee + $35 fare difference | The Boston waiver (PB-2026-09) expired on 15 July, so normal rules apply. |
| Q-303 Kim (R5203) | AA664, 7 Aug | $150 fee + $25 fare difference | Same expired waiver. The basic economy fee is $150 under PB-2026-16, which overrides the $125 in the fare rules. Silver status isn't exempt. |
| Q-304 Lena (R5204) | UA90, 9 Aug | $35 fare difference | Covered by PB-2026-14, which waives the fee. It still collects the fare difference on basic economy. |
| Q-305 Max (R5205) | AA216, 8 Aug | $75 fee + $10 fare difference | He booked on 26 July, after the waiver's 24 July ticketing cutoff. |
| Q-307 Oscar (R5207) | AA218, 8 Aug | $0 | He is platinum, so the amended waiver (PB-2026-14A) extends his travel window to 5 Aug. His 5 Aug flight is covered, even though he offered to pay. |
| Q-308 Petra (R5208) | AA662, 5 Aug | $75 fee | Same-day change under PB-2026-12: flat fee, no fare difference. |
| Q-309 Quinn (R5209) | AA1406 on the ORD→BOS leg only | $0 | PB-2026-14 covers it and costs less than the same-day fee, so I applied it under the "cheapest bulletin" rule (PB-2026-17). The SFO→ORD leg is unchanged. |
| Q-310 Ravi (R5210) | AA216, 8 Aug | $75 fee + $30 fare difference | The reservation history shows his one free move under PB-2026-14 was already used on 26 July. |
No refunds were needed, so I didn't check payment instruments or refund policies. All nine requests are resolved, each with a note to the customer explaining the settlement.
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.