ScaffoldBench

RunHaiku 4.5repeat 1

Plan-execute-verify on Cancel one line of a multi-line order

claude-haiku-4-5-20251001__plan-execute-verify__ecommerce-medium__r1

Score

1.000

passed
design ran as designed
Cost
$0.079
Latency
1m 35s
setup 0.0s, grading 0.0s
Turns
14
Tool calls
9
Subagents
0
Tokens in / out
44k / 9.5k
21,447 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

Plan: 0.0s to 52.2s, finished, 0 tool calls, $0.030
Execute: 52.2s to 1m 19s, finished, 6 tool calls, $0.033
Verify: 1m 19s to 1m 35s, finished, 3 tool calls, $0.016

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

PhaseDurationCostTurnsToolsModel
Plan52.2s$0.03020claude-haiku-4-5-20251001
Execute26.7s$0.03376claude-haiku-4-5-20251001
Verify16.4s$0.01653claude-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 plan-execute-verify --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
9
failed tool calls
0
distinct tools
7

Final answer

Perfect! Task completed successfully. Here's a summary:

Summary

✅ Wireless mouse (L1) cancelled from order O-2003

  • Line status: cancelled
  • Quantity cancelled: 2 units

✅ Inventory restored

  • Wireless Mouse (P-MOU) stock increased from 30 → 32 units

✅ Refund processed to card

  • Refund ID: RF-1
  • Amount: $73.50 (7,350 cents) - exact amount customer paid
  • Method: Card (original payment method)

✅ Rest of order intact and ready to ship

  • L2 (Hub): 1 unit, pending, $69.00
  • L3 (Cables): 3 units, pending, $57.00

Order O-2003 is now correctly configured with only the requested item cancelled, refunded, and with remaining items pending shipment as planned.

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.