RunHaiku 4.5repeat 1

Plan-execute-verify on Return an expired, partially shipped order

claude-haiku-4-5-20251001__plan-execute-verify__ecommerce-hard__r1

Score

1.000

passed

design ran as designed

Cost: $0.109
Latency: 2m 12s; setup 0.0s, grading 0.0s
Turns: 19
Tool calls: 14
Subagents: 0
Tokens in / out: 28k / 15k; 4,638 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.
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

Spend$0.109

Drawn from the phase records: timing and cost per call, no tool calls or messages.

Phase	Duration	Cost	Turns	Tools	Model
Plan	43.8s	$0.025	2	0	claude-haiku-4-5-20251001
Execute	25.9s	$0.032	9	8	claude-haiku-4-5-20251001
Verify	1m 3s	$0.051	8	6	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-verify --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 cost
1.00weight 0.27
passThe credit reached the customer balance, not just the ledger
1.00weight 0.18
storeCreditCents=55300
passThe line that never shipped was cancelled and refunded to the card
1.00weight 0.27
line L3: status=cancelled refundedCents=13800 method=card
passCancelled units were restocked and returned units were not
1.00weight 0.18
P-HUB=10 P-DOC=3 P-MON=5
passRead the return policy before issuing a refund
1.00weight 0.09

Penalties

No penalties were applied.

Scorer metadata

tool calls: 14
failed tool calls: 0
distinct tools: 8

Final answer

Perfect! I have successfully processed Priya Raman's full return end-to-end. Here's what was completed:

Summary of Actions

Order O-3001 - Full Return Processed

Refunds Issued:

L3 (P-HUB × 2) - Refund RF-1: 13,800 cents → Card (unshipped cancellation)
L1 (P-DOC) & L2 (P-MON) - Refund RF-2: 54,800 cents → Store Credit (shipped 82 days ago, outside 30-day return window per policy)

Total Refunded: 68,600 cents (100% of order)

Inventory Restoration:

Restocked 2 units of P-HUB (from cancelled line L3) — inventory moved from 8 → 10 units

Customer Account:

Applied 54,800 cents store credit to customer C-300 (Priya Raman)
Store credit balance: 500 → 55,300 cents

Order Record:

L1 & L2: Status changed to "returned" (policy: outside return window, store credit)
L3: Status changed to "cancelled" (policy: unshipped, card refund)
Order O-3001: Status now "returned" — fully refunded

Policy Compliance: The refund methods followed the return policy exactly — unshipped items get refunded to the original card payment method, while shipped items outside the 30-day window are refunded as store credit per policy.

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.