RunOpus 5.5repeat 1
Plan-execute on Return an expired, partially shipped order
claude-opus-5-5__plan-execute__ecommerce-hard__r1
Score
1.000
- Cost
- $0.125
- Latency
- 39.1s
- setup 0.0s, grading 0.0s
- Turns
- 14
- Tool calls
- 11
- Subagents
- 0
- Tokens in / out
- 50k / 3.2k
- 41,295 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.planThe planner’s reply was read through its schema and held at least one step.
- Each call was shown the right tools: heldplan-execute.toolsThe planner was shown no tools and the executor the task’s 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 | 13.4s | $0.029 | 2 | 0 | claude-opus-5-5 |
| Execute | 25.7s | $0.095 | 12 | 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 plan-execute --tasks ecommerce-hard --models claude-opus-5-5 --repeats 1
Score breakdown
- passThe two shipped lines were returned as store credit for exactly what they cost1.00weight 0.27
- passThe credit reached the customer balance, not just the ledger1.00weight 0.18
storeCreditCents=55300
- passThe line that never shipped was cancelled and refunded to the card1.00weight 0.27
line L3: status=cancelled refundedCents=13800 method=card
- passCancelled units were restocked and returned units were not1.00weight 0.18
P-HUB=10 P-DOC=3 P-MON=5
- passRead the return policy before issuing a refund1.00weight 0.09
Penalties
No penalties were applied.
Scorer metadata
- tool calls
- 11
- failed tool calls
- 0
- distinct tools
- 8
Final answer
Priya's whole order O-3001 is processed: all 686.00 she paid has been refunded, 137.98 to her card and 548.00 as store credit, and the order is now marked returned.
| Line | Item | Paid | State | Outcome |
|---|---|---|---|---|
| L3 | USB-C Hub ×2 | 138.00 | Never shipped | Cancelled and refunded to her card. The 2 hubs were set aside for her, so they went back into stock (8 → 10). |
| L1 | Laptop Dock ×1 | 219.00 | Shipped 2026-05-04 | Return logged; refunded as store credit. |
| L2 | 27-inch Monitor ×1 | 329.00 | Shipped 2026-05-04 | Return logged; refunded as store credit. |
Why store credit for the dock and monitor: the return policy allows 30 days from the date a line shipped. Both shipped on 2026-05-04, which is well past 30 days, so the policy says they must be refunded as store credit, not to her card.
Store credit: the 548.00 is recorded against the order and added to her balance, which went from 5.00 to 553.00.
Warehouse: I didn't put the dock or monitor back into stock. The warehouse hasn't received them yet, and stock is only added when returned goods arrive. Their stock should go up by 1 each once they're checked in.
Other notes:
- There's no separate tool for opening a return. Recording the refund is what marked L1 and L2 as returned on the order.
- The shipping address wasn't changed, and nothing else was touched.
- My instructions gave today's date as 2026-10-05, but the store system shows 2026-07-25. Either way the dock and monitor are outside the 30-day window, so the outcome is the same.
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.