RunHaiku 4.5repeat 1
Plan-execute on Return an expired, partially shipped order
claude-haiku-4-5-20251001__plan-execute__ecommerce-hard__r1
Score
1.000
- Cost
- $0.073
- Latency
- 1m 15s
- setup 0.0s, grading 0.0s
- Turns
- 14
- Tool calls
- 10
- Subagents
- 0
- Tokens in / out
- 48k / 7.2k
- 27,047 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 | 36.2s | $0.029 | 3 | 0 | claude-haiku-4-5-20251001 |
| Execute | 38.6s | $0.044 | 11 | 10 | claude-haiku-4-5-20251001 |
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-haiku-4-5-20251001 --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
- 10
- failed tool calls
- 0
- distinct tools
- 7
Final answer
Task Completed Successfully
I have fully processed Priya Raman's return for order O-3001. Here's what was done:
Order Summary
- Order Status: Now marked as
returned(fully processed) - Total Refunded: 68,600 cents (100% of order amount)
Line-by-Line Processing
| Line | Product | Qty | Paid | Shipped | Days Ago | Status | Refund Method | Amount |
|---|---|---|---|---|---|---|---|---|
| L1 | P-DOC | 1 | 21,900¢ | 2026-05-04 | 82 days | Returned | Store Credit | 21,900¢ |
| L2 | P-MON | 1 | 32,900¢ | 2026-05-04 | 82 days | Returned | Store Credit | 32,900¢ |
| L3 | P-HUB | 2 | 13,800¢ | Never shipped | — | Cancelled | Card | 13,800¢ |
Financial Processing
- L3 (Cancellation): 13,800 cents refunded to original payment method (card)
- L1+L2 (Returns): 54,800 cents applied as store credit (outside 30-day window per policy)
- Customer Store Credit: Increased from 500¢ to 55,300¢
Warehouse Processing
- P-HUB Inventory: Restocked +2 units (cancelled goods that never left warehouse)
- Returned items (L1, L2): Not restocked yet (per policy, goods re-enter stock only when warehouse receives them)
All processing follows domain policy: unshipped lines are cancelled with card refund and immediate inventory restoration; shipped lines outside the return window are refunded as store credit without inventory restoration pending warehouse receipt.
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.