RunSonnet 5.5repeat 1

Plan-execute-verify on Work a morning's customer inbox

claude-sonnet-5-5__plan-execute-verify__ecommerce-inbox-triage__r1

Score

1.000

passed

design ran as designed

Cost: $0.379
Latency: 2m 1s; setup 0.0s, grading 0.0s
Turns: 125
Tool calls: 117
Subagents: 0
Tokens in / out: 301k / 14k; 248,761 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$0.379

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

Phase	Duration	Cost	Turns	Tools	Model
Plan	10.6s	$0.022	2	0	claude-sonnet-5-5
Execute	55.9s	$0.166	60	59	claude-sonnet-5-5
Verify	9.8s	$0.049	10	8	claude-sonnet-5-5
Revise (round 1)	17.7s	$0.055	16	15	claude-sonnet-5-5
Verify revision 1	26.7s	$0.086	37	35	claude-sonnet-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-verify --tasks ecommerce-inbox-triage --models claude-sonnet-5-5 --repeats 1

Score breakdown

passO-6101 sent to the customer's corrected address
1.00weight 0.08
22 Leith Walk, Edinburgh EH6 5DU, UK
passBoth address messages answered
1.00weight 0.02
passO-6102 has shipped: address left alone and the customer told why
1.00weight 0.04
passO-6103 cancelled in full
1.00weight 0.04
passO-6103 refunded to the card for what was paid
1.00weight 0.08
6210 card, 4410 card
passO-6103's goods back in stock
1.00weight 0.04
passM-803 answered
1.00weight 0.02
passGrace Liu's store credit left where it is, and the sender answered
1.00weight 0.04
passO-6105 cable not refunded again, and the customer told it already was
1.00weight 0.04
passO-6106 sent to the customer's office
1.00weight 0.08
3 Canal Street, Birmingham B1 2JP, UK
passThe withdrawn cancellation was not carried out, and both messages were answered
1.00weight 0.04
passThe shipping question answered and nothing else done
1.00weight 0.04
passO-6112's unshipped monitor cancelled, refunded to the card and restocked; the shipped keyboard left alone
1.00weight 0.08
passM-809 answered
1.00weight 0.02
passUnverified sender: O-6109 left alone and the sender asked to write from the account address
1.00weight 0.04
passNo refund for headphones that have not come back, and the customer told how to return them
1.00weight 0.04
passO-6101's cables cancelled, the keyboard kept
1.00weight 0.04
passO-6101's cables refunded to the card
1.00weight 0.04
passO-6101's cables back in stock
1.00weight 0.04
passM-813 answered
1.00weight 0.02
passO-6114 cancelled, refunded to the card and restocked
1.00weight 0.08
passM-814 answered
1.00weight 0.02

Penalties

No penalties were applied.

Scorer metadata

tool calls: 117
failed tool calls: 0
distinct tools: 13

Final answer

I handled the two messages I'd missed, M-813 and M-814. Both senders wrote from the email on their account, and the lines were still pending, so stock was set aside for them.

M-813 (Lena Fischer, O-6101): I cancelled line L2, the two cables, and refunded $38.00 to her card (RF-5). I put 2 units of P-CAB back into stock. The keyboard stays on the order. I replied to her.
M-814 (Omar Haddad, O-6114): I cancelled the order, which had a single line for one P-DOC. I refunded $219.00 to his card (RF-6) and put 1 P-DOC back into stock. I replied to him.

Date: the system says today is 2026-10-06, but the order and inbox records show 2026-07-25. I did not check the policy updates or the return policy again for this fix. Neither cancellation depended on a return window or a policy update.

I didn't change anything else.

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.