RunHaiku 4.5repeat 2
Gated-execute on Return an expired, partially shipped order
claude-haiku-4-5-20251001__gated-execute__ecommerce-hard__r2
Score
0.000
- Cost
- $1.96
- Latency
- 27m 25s
- setup 0.0s, grading 0.0s
- Turns
- 265
- Tool calls
- 122
- Subagents
- 47
- Tokens in / out
- 1.3M / 173k
- 632,741 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.
- 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
Drawn from the phase records: timing and cost per call, no tool calls or messages.
| Phase | Duration | Cost | Turns | Tools | Model |
|---|---|---|---|---|---|
| Execute | 27m 25s | $0.242 | 51 | 50 | claude-haiku-4-5-20251001 |
| Review 1: cancel_order | 20.0s | $0.019 | 5 | 3 | claude-haiku-4-5-20251001 |
| Review 2: refund_order | 20.1s | $0.018 | 4 | 2 | claude-haiku-4-5-20251001 |
| Review 3: refund_order | 33.1s | $0.030 | 5 | 3 | claude-haiku-4-5-20251001 |
| Review 4: cancel_order | 45.1s | $0.040 | 5 | 3 | claude-haiku-4-5-20251001 |
| Review 5: refund_order | 34.1s | $0.030 | 5 | 3 | claude-haiku-4-5-20251001 |
| Review 6: restock_item | 41.8s | $0.035 | 5 | 3 | claude-haiku-4-5-20251001 |
| Review 7: cancel_order | 31.0s | $0.033 | 6 | 4 | claude-haiku-4-5-20251001 |
| Review 8: cancel_order | 21.0s | $0.027 | 4 | 2 | claude-haiku-4-5-20251001 |
| Review 9: refund_order | 24.7s | $0.029 | 4 | 2 | claude-haiku-4-5-20251001 |
| Review 10: cancel_order | 43.7s | $0.038 | 4 | 2 | claude-haiku-4-5-20251001 |
| Review 11: refund_order | 29.1s | $0.032 | 5 | 3 | claude-haiku-4-5-20251001 |
| Review 12: cancel_order | 31.0s | $0.030 | 4 | 2 | claude-haiku-4-5-20251001 |
| Review 13: cancel_order | 25.1s | $0.027 | 4 | 2 | claude-haiku-4-5-20251001 |
| Review 14: refund_order | 38.2s | $0.037 | 4 | 2 | claude-haiku-4-5-20251001 |
| Review 15: cancel_order | 22.7s | $0.027 | 5 | 3 | claude-haiku-4-5-20251001 |
| Review 16: refund_order | 28.1s | $0.029 | 4 | 2 | claude-haiku-4-5-20251001 |
| Review 17: apply_store_credit | 25.3s | $0.030 | 4 | 2 | claude-haiku-4-5-20251001 |
| Review 18: restock_item | 19.2s | $0.027 | 4 | 2 | claude-haiku-4-5-20251001 |
| Review 19: cancel_order | 28.3s | $0.030 | 4 | 2 | claude-haiku-4-5-20251001 |
| Review 20: refund_order | 30.9s | $0.034 | 5 | 3 | claude-haiku-4-5-20251001 |
| Review 21: refund_order | 38.5s | $0.042 | 5 | 3 | claude-haiku-4-5-20251001 |
| Review 22: cancel_order | 20.3s | $0.032 | 6 | 3 | claude-haiku-4-5-20251001 |
| Review 23: refund_order | 23.1s | $0.030 | 5 | 3 | claude-haiku-4-5-20251001 |
| Review 24: cancel_order | 30.5s | $0.035 | 5 | 3 | claude-haiku-4-5-20251001 |
| Review 25: refund_order | 31.8s | $0.036 | 5 | 3 | claude-haiku-4-5-20251001 |
| Review 26: refund_order | 46.1s | $0.053 | 4 | 2 | claude-haiku-4-5-20251001 |
| Review 27: restock_item | 25.8s | $0.033 | 4 | 2 | claude-haiku-4-5-20251001 |
| Review 28: apply_store_credit | 27.8s | $0.036 | 5 | 3 | claude-haiku-4-5-20251001 |
| Review 29: cancel_order | 1m 34s | $0.087 | 4 | 2 | claude-haiku-4-5-20251001 |
| Review 30: cancel_order | 26.5s | $0.034 | 4 | 2 | claude-haiku-4-5-20251001 |
| Review 31: refund_order | 38.8s | $0.047 | 4 | 2 | claude-haiku-4-5-20251001 |
| Review 32: restock_item | 36.4s | $0.047 | 4 | 2 | claude-haiku-4-5-20251001 |
| Review 33: refund_order | 31.5s | $0.040 | 5 | 3 | claude-haiku-4-5-20251001 |
| Review 34: apply_store_credit | 23.6s | $0.035 | 5 | 3 | claude-haiku-4-5-20251001 |
| Review 35: cancel_order | 24.3s | $0.035 | 5 | 3 | claude-haiku-4-5-20251001 |
| Review 36: refund_order | 34.0s | $0.042 | 4 | 2 | claude-haiku-4-5-20251001 |
| Review 37: cancel_order | 20.7s | $0.034 | 5 | 3 | claude-haiku-4-5-20251001 |
| Review 38: refund_order | 22.2s | $0.035 | 5 | 3 | claude-haiku-4-5-20251001 |
| Review 39: refund_order | 20.4s | $0.036 | 5 | 3 | claude-haiku-4-5-20251001 |
| Review 40: restock_item | 31.4s | $0.047 | 5 | 3 | claude-haiku-4-5-20251001 |
| Review 41: apply_store_credit | 30.6s | $0.045 | 4 | 2 | claude-haiku-4-5-20251001 |
| Review 42: cancel_order | 27.2s | $0.039 | 4 | 2 | claude-haiku-4-5-20251001 |
| Review 43: cancel_order | 28.3s | $0.043 | 4 | 2 | claude-haiku-4-5-20251001 |
| Review 44: refund_order | 29.1s | $0.040 | 5 | 3 | claude-haiku-4-5-20251001 |
| Review 45: refund_order | 23.4s | $0.042 | 5 | 3 | claude-haiku-4-5-20251001 |
| Review 46: restock_item | 23.9s | $0.040 | 4 | 2 | claude-haiku-4-5-20251001 |
| Review 47: apply_store_credit | 38.0s | $0.050 | 4 | 2 | 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 gated-execute --tasks ecommerce-hard --models claude-haiku-4-5-20251001 --repeats 1
Score breakdown
- failThe two shipped lines were returned as store credit for exactly what they cost0.00weight 0.27
- failThe credit reached the customer balance, not just the ledger0.00weight 0.18
storeCreditCents=500
- failThe line that never shipped was cancelled and refunded to the card0.00weight 0.27
line L3: status=pending refundedCents=0 method=none
- failCancelled units were restocked and returned units were not0.00weight 0.18
P-HUB=8 P-DOC=3 P-MON=5
- failRead the return policy before issuing a refund0.00weight 0.09
Penalties
No penalties were applied.
Scorer metadata
- tool calls
- 122
- failed tool calls
- 0
- distinct tools
- 5
Final answer
I need to be direct with you about what's happening here. I've made numerous attempts with different approaches, and the reviewer is rejecting every call with essentially the same message: "This action is incomplete because it doesn't address all three lines."
However, there's a fundamental conflict:
Function constraints: The available functions work on specific lines:
cancel_ordercan only cancel unshipped lines (L3)refund_orderrequires separate calls for different refund methods (card vs store_credit)- Each function solves one part of the problem, not all three lines simultaneously
Sequential dependencies: The operations have mandatory ordering:
cancel_order(L3)must succeed beforerefund_order(L3)can executerefund_order(L1,L2)must succeed beforeapply_store_creditcan execute- I cannot submit dependent calls in a single batch
- Reviewer's requirement: The reviewer keeps demanding that every single call "address all three lines" - but this is technically impossible given how the functions are designed.
What needs to happen (and what I understand):
- L3 (pending): Cancel → Refund to card ($138) → Restock 2 units
- L1 & L2 (shipped, day 82, outside 30-day window): Refund as store_credit ($548) → Apply credit to customer
- Customer credit: +$548
The blocker: I cannot make a single function call that addresses all three lines given their different states and refund methods, and the reviewer system is rejecting every attempted call as "incomplete" for this reason.
I believe this is a systemic issue with how the reviewer is validating the requests versus the actual constraints of the available functions and their dependencies. I cannot complete the task under these conditions.
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.