ScaffoldBench

RunHaiku 4.5repeat 1

Gated-execute on Cancel one line of a multi-line order

claude-haiku-4-5-20251001__gated-execute__ecommerce-medium__r1

Score

1.000

passed
design ran as designed
Cost
$0.087
Latency
1m 8s
setup 0.0s, grading 0.0s
Turns
18
Tool calls
11
Subagents
3
Tokens in / out
45k / 6.6k
0 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 1m 8s, finished, 4 tool calls, $0.026
Review 1: cancel_order: 8.5s to 27.3s, finished, 3 tool calls, $0.020
Review 2: refund_order: 27.3s to 45.9s, finished, 2 tool calls, $0.017
Review 3: restock_item: 45.9s to 1m 3s, finished, 2 tool calls, $0.025

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

PhaseDurationCostTurnsToolsModel
Execute1m 8s$0.02654claude-haiku-4-5-20251001
Review 1: cancel_order18.7s$0.02053claude-haiku-4-5-20251001
Review 2: refund_order18.6s$0.01742claude-haiku-4-5-20251001
Review 3: restock_item17.4s$0.02542claude-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

Record this cell yourself: npm run bench -- run --strategies gated-execute --tasks ecommerce-medium --models claude-haiku-4-5-20251001 --repeats 1

Score breakdown

  • passThe mouse line is cancelled and refunded to the card for exactly what was paid
    1.00weight 0.38

    line L1: status=cancelled refundedCents=7350 method=card

  • passExactly the cancelled quantity went back into stock
    1.00weight 0.25

    P-MOU stock=32

  • passThe other lines of the order are still on their way
    1.00weight 0.25
  • passRead the order before changing it
    1.00weight 0.13

Penalties

No penalties were applied.

Scorer metadata

tool calls
11
failed tool calls
0
distinct tools
7

Final answer

Perfect! I've successfully completed the task. Here's what I did:

Summary of actions taken:

  1. ✅ Cancelled line L1 (Wireless Mouse, qty 2) from order O-2003 - the line was pending, so it could be cancelled
  2. ✅ Refunded $73.50 (7350 cents) to the customer's card - this was the amount Marcus paid for the wireless mouse line
  3. ✅ Restocked 2 units of product P-MOU back into inventory

Result:

  • The wireless mouse has been completely removed from the order and refunded to Marcus's card
  • The rest of order O-2003 (the HUB and CAB products totaling $127.00) remains pending and will ship as planned
  • The order status is still "pending" for the remaining lines

The task is complete, and Marcus Ade should see the $73.50 refund processed to his card for the wireless mouse he accidentally added.

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.