ProtoLink · infer-loop benchmark

20260729T200129Z-ollama-gemma4-e4b

ollama / gemma4:e4b · full · 200 cases · 1 repetition(s) · generated 2026-07-29T20:58:18.668150+00:00

Review failures
Strict
187 / 200
93.5%

Exact result, actions, and clean protocol

Functional
188 / 200
94.0%

Correct after possible self-correction

First try
187 / 200
93.5%

Strict on the first fresh attempt

Strict first-try latency
14.51s
p95 26.54s

Scored wall time 3189.15s

Correctness by category

Functional success is shown above strict, clean success.

direct final 30/30 strict
100.0%
local tool 30/30 strict
100.0%
delegated tool 30/30 strict
100.0%
delegated infer 30/30 strict
100.0%
multi step 20/30 strict
66.7%
grounding trap 30/30 strict
100.0%
routing choice 17/20 strict
85.0%
FunctionalStrict

Attempt diagnostics

200 executed fresh attempts.

Hallucinated action 12
Parse recovery 0
Provider retry 0
Crashed 10
Timed out 0

Latency distributions

Bars share one p95 scale; medians and tails stay separate from correctness.

First attempt end-to-end200 samples
median
14.86s
p95
26.54s
Selected attempt end-to-end200 samples
median
14.86s
p95
26.54s
LLM per attempt200 samples
median
14.85s
p95
26.52s
Non-LLM per attempt190 samples
median
8.3ms
p95
16.1ms
Individual LLM call388 samples
median
6.07s
p95
18.11s

Case latency and outcome

Each bar is the selected attempt for one logical case repetition.

50.77s0
Strict Functional Failed

Repetitions

RepetitionStrict first attemptsMedian E2EMedian LLM
1 187 14.86s 14.85s

Cache-sensitive repeat probe

End-to-end —
First LLM call —
First prompt eval —

No eligible pairs. Use at least two repetitions; both adjacent first attempts must be strict, retry-free, timing-complete, and use the same LLM call count.

Baseline comparison

No baseline was supplied for this run. Use --baseline <previous-summary.json> to add a before/after comparison.

Attempt review

13 logical case result(s) had a non-strict attempt: 13 unresolved, 0 rescued by a later fresh attempt.

multi-step-0003#r1 multi step Failed 1 attempt(s) 16.10s

task_not_completed, missing_final_output, execution_ledger_mismatch, trace_action_mismatch, exception

Request

For REQ-01337-0019, perform these actions in order. First call local multiply_numbers with a=33, b=22, request_id=REQ-01337-0019. Then delegate infer to oracle_agent with a prompt containing REFERENCE=REF-C3, REQUEST_ID=REQ-01337-0019, and EVIDENCE=<the exact multiply receipt>. Return exactly product=<product>;local_receipt=<multiply receipt>;verdict=<oracle verdict>;oracle_receipt=<oracle receipt>.

Expected final output

product=726;local_receipt=BENCH-MUL-E44F057F67;verdict=red;oracle_receipt=BENCH-ORACLE-A657EC6CDF

Expected actions

[
  {
    "agent": "benchmark_coordinator",
    "args": {
      "a": 33,
      "b": 22,
      "request_id": "REQ-01337-0019"
    },
    "kind": "local_tool",
    "prompt_contains": [],
    "tool": "multiply_numbers"
  },
  {
    "agent": "oracle_agent",
    "args": null,
    "kind": "agent_infer",
    "prompt_contains": [
      "REFERENCE=REF-C3",
      "REQUEST_ID=REQ-01337-0019",
      "EVIDENCE=BENCH-MUL-E44F057F67"
    ],
    "tool": null
  }
]

Attempt 1 selected

task_not_completed, missing_final_output, execution_ledger_mismatch, trace_action_mismatch, exception

Actual final output

(no final output)

Model decisions

[
  {
    "action": "tool_call",
    "payload": {
      "args": {
        "a": 33,
        "b": 22,
        "request_id": "REQ-01337-0019"
      },
      "tool": "multiply_numbers",
      "type": "tool_call"
    },
    "step": 1,
    "type": "action"
  },
  {
    "action": "agent_call",
    "payload": {
      "action": "infer",
      "agent": "oracle_agent",
      "prompt": "REFERENCE=REF-C3, REQUEST_ID=REQ-01337-0019, and EVIDENCE=<BENCH-MUL-E44F057F67>.",
      "type": "agent_call"
    },
    "step": 2,
    "type": "action"
  }
]

Successful actions

[
  {
    "agent": "benchmark_coordinator",
    "args": {
      "a": 33,
      "b": 22,
      "request_id": "REQ-01337-0019"
    },
    "kind": "local_tool",
    "prompt": null,
    "tool": "multiply_numbers"
  }
]

Runtime result

TransportRemoteError: Runtime request failed at runtime://infer-benchmark-26858be12c9a/coordinator: Agent call to 'oracle_agent' failed: Delegated agent 'oracle_agent' failed: Oracle infer prompt must include REFERENCE, REQUEST_ID, and EVIDENCE
multi-step-0006#r1 multi step Failed 1 attempt(s) 15.98s

task_not_completed, missing_final_output, execution_ledger_mismatch, trace_action_mismatch, exception

Request

For REQ-01337-0039, perform these actions in order. First call local multiply_numbers with a=33, b=3, request_id=REQ-01337-0039. Then delegate infer to oracle_agent with a prompt containing REFERENCE=REF-E5, REQUEST_ID=REQ-01337-0039, and EVIDENCE=<the exact multiply receipt>. Return exactly product=<product>;local_receipt=<multiply receipt>;verdict=<oracle verdict>;oracle_receipt=<oracle receipt>.

Expected final output

product=99;local_receipt=BENCH-MUL-A4AFBC37B7;verdict=amber;oracle_receipt=BENCH-ORACLE-F93A5144FF

Expected actions

[
  {
    "agent": "benchmark_coordinator",
    "args": {
      "a": 33,
      "b": 3,
      "request_id": "REQ-01337-0039"
    },
    "kind": "local_tool",
    "prompt_contains": [],
    "tool": "multiply_numbers"
  },
  {
    "agent": "oracle_agent",
    "args": null,
    "kind": "agent_infer",
    "prompt_contains": [
      "REFERENCE=REF-E5",
      "REQUEST_ID=REQ-01337-0039",
      "EVIDENCE=BENCH-MUL-A4AFBC37B7"
    ],
    "tool": null
  }
]

Attempt 1 selected

task_not_completed, missing_final_output, execution_ledger_mismatch, trace_action_mismatch, exception

Actual final output

(no final output)

Model decisions

[
  {
    "action": "tool_call",
    "payload": {
      "args": {
        "a": 33,
        "b": 3,
        "request_id": "REQ-01337-0039"
      },
      "tool": "multiply_numbers",
      "type": "tool_call"
    },
    "step": 1,
    "type": "action"
  },
  {
    "action": "agent_call",
    "payload": {
      "action": "infer",
      "agent": "oracle_agent",
      "prompt": "REFERENCE=REF-E5, REQUEST_ID=REQ-01337-0039, EVIDENCE=<BENCH-MUL-A4AFBC37B7>.",
      "type": "agent_call"
    },
    "step": 2,
    "type": "action"
  }
]

Successful actions

[
  {
    "agent": "benchmark_coordinator",
    "args": {
      "a": 33,
      "b": 3,
      "request_id": "REQ-01337-0039"
    },
    "kind": "local_tool",
    "prompt": null,
    "tool": "multiply_numbers"
  }
]

Runtime result

TransportRemoteError: Runtime request failed at runtime://infer-benchmark-26858be12c9a/coordinator: Agent call to 'oracle_agent' failed: Delegated agent 'oracle_agent' failed: Oracle infer prompt must include REFERENCE, REQUEST_ID, and EVIDENCE
routing-choice-0006#r1 routing choice Functional 1 attempt(s) 50.77s

invalid_tool_action

Request

For REQ-01337-0051, use the authoritative current source index to find clamp; no archived index is acceptable. Supply request_id=REQ-01337-0051 and source_receipt=NONE. Return exactly matches=<number of reported matches>;receipt=<reported receipt>.

Expected final output

matches=1;receipt=BENCH-SEARCH-5F49F0CA5E

Expected actions

[
  {
    "agent": "workspace_agent",
    "args": {
      "query": "clamp",
      "request_id": "REQ-01337-0051",
      "source_receipt": "NONE"
    },
    "kind": "agent_tool",
    "prompt_contains": [],
    "tool": "search_symbol"
  }
]

Attempt 1 selected

invalid_tool_action

Actual final output

matches=1;receipt=BENCH-SEARCH-5F49F0CA5E

Model decisions

[
  {
    "action": "tool_call",
    "payload": {
      "args": {
        "query": "clamp",
        "request_id": "REQ-01337-0051",
        "source_receipt": "NONE"
      },
      "tool": "search_symbol",
      "type": "tool_call"
    },
    "step": 1,
    "type": "action"
  },
  {
    "action": "agent_call",
    "payload": {
      "action": "tool_call",
      "agent": "workspace_agent",
      "args": {
        "query": "clamp",
        "request_id": "REQ-01337-0051",
        "source_receipt": "NONE"
      },
      "tool": "search_symbol",
      "type": "agent_call"
    },
    "step": 2,
    "type": "action"
  },
  {
    "action": "final",
    "payload": {
      "content": "matches=1;receipt=BENCH-SEARCH-5F49F0CA5E",
      "type": "final"
    },
    "step": 3,
    "type": "action"
  }
]

Successful actions

[
  {
    "agent": "workspace_agent",
    "args": {
      "query": "clamp",
      "request_id": "REQ-01337-0051",
      "source_receipt": "NONE"
    },
    "kind": "agent_tool",
    "prompt": null,
    "tool": "search_symbol"
  }
]

Runtime result

No runtime error
multi-step-0009#r1 multi step Failed 1 attempt(s) 17.94s

task_not_completed, missing_final_output, execution_ledger_mismatch, trace_action_mismatch, exception

Request

For REQ-01337-0059, perform these actions in order. First call local multiply_numbers with a=20, b=25, request_id=REQ-01337-0059. Then delegate infer to oracle_agent with a prompt containing REFERENCE=REF-B7, REQUEST_ID=REQ-01337-0059, and EVIDENCE=<the exact multiply receipt>. Return exactly product=<product>;local_receipt=<multiply receipt>;verdict=<oracle verdict>;oracle_receipt=<oracle receipt>.

Expected final output

product=500;local_receipt=BENCH-MUL-11B5A5E16B;verdict=green;oracle_receipt=BENCH-ORACLE-EFA1F679B2

Expected actions

[
  {
    "agent": "benchmark_coordinator",
    "args": {
      "a": 20,
      "b": 25,
      "request_id": "REQ-01337-0059"
    },
    "kind": "local_tool",
    "prompt_contains": [],
    "tool": "multiply_numbers"
  },
  {
    "agent": "oracle_agent",
    "args": null,
    "kind": "agent_infer",
    "prompt_contains": [
      "REFERENCE=REF-B7",
      "REQUEST_ID=REQ-01337-0059",
      "EVIDENCE=BENCH-MUL-11B5A5E16B"
    ],
    "tool": null
  }
]

Attempt 1 selected

task_not_completed, missing_final_output, execution_ledger_mismatch, trace_action_mismatch, exception

Actual final output

(no final output)

Model decisions

[
  {
    "action": "tool_call",
    "payload": {
      "args": {
        "a": 20,
        "b": 25,
        "request_id": "REQ-01337-0059"
      },
      "tool": "multiply_numbers",
      "type": "tool_call"
    },
    "step": 1,
    "type": "action"
  },
  {
    "action": "agent_call",
    "payload": {
      "action": "infer",
      "agent": "oracle_agent",
      "prompt": "REFERENCE=REF-B7, REQUEST_ID=REQ-01337-0059, EVIDENCE=<BENCH-MUL-11B5A5E16B>.",
      "type": "agent_call"
    },
    "step": 2,
    "type": "action"
  }
]

Successful actions

[
  {
    "agent": "benchmark_coordinator",
    "args": {
      "a": 20,
      "b": 25,
      "request_id": "REQ-01337-0059"
    },
    "kind": "local_tool",
    "prompt": null,
    "tool": "multiply_numbers"
  }
]

Runtime result

TransportRemoteError: Runtime request failed at runtime://infer-benchmark-26858be12c9a/coordinator: Agent call to 'oracle_agent' failed: Delegated agent 'oracle_agent' failed: Oracle infer prompt must include REFERENCE, REQUEST_ID, and EVIDENCE
routing-choice-0008#r1 routing choice Failed 1 attempt(s) 14.13s

final_output_mismatch, execution_ledger_mismatch, trace_action_mismatch

Request

For REQ-01337-0071, use the appropriate coordinator-owned capability to combine CEDAR and VECTOR with / between them and obtain its opaque execution receipt. Return exactly joined=<reported joined>;receipt=<reported receipt>.

Expected final output

joined=CEDAR/VECTOR;receipt=BENCH-JOIN-C6C7B2C4E6

Expected actions

[
  {
    "agent": "benchmark_coordinator",
    "args": {
      "left": "CEDAR",
      "request_id": "REQ-01337-0071",
      "right": "VECTOR",
      "separator": "/"
    },
    "kind": "local_tool",
    "prompt_contains": [],
    "tool": "join_tokens"
  }
]

Attempt 1 selected

final_output_mismatch, execution_ledger_mismatch, trace_action_mismatch

Actual final output

joined=CEDAR/ VECTOR;receipt=BENCH-JOIN-A9A6C7D252

Model decisions

[
  {
    "action": "tool_call",
    "payload": {
      "args": {
        "left": "CEDAR",
        "request_id": "REQ-01337-0071",
        "right": "VECTOR",
        "separator": "/ "
      },
      "tool": "join_tokens",
      "type": "tool_call"
    },
    "step": 1,
    "type": "action"
  },
  {
    "action": "final",
    "payload": {
      "content": "joined=CEDAR/ VECTOR;receipt=BENCH-JOIN-A9A6C7D252",
      "type": "final"
    },
    "step": 2,
    "type": "action"
  }
]

Successful actions

[
  {
    "agent": "benchmark_coordinator",
    "args": {
      "left": "CEDAR",
      "request_id": "REQ-01337-0071",
      "right": "VECTOR",
      "separator": "/ "
    },
    "kind": "local_tool",
    "prompt": null,
    "tool": "join_tokens"
  }
]

Runtime result

No runtime error
multi-step-0012#r1 multi step Failed 1 attempt(s) 16.69s

task_not_completed, missing_final_output, execution_ledger_mismatch, trace_action_mismatch, exception

Request

For REQ-01337-0079, perform these actions in order. First call local multiply_numbers with a=28, b=25, request_id=REQ-01337-0079. Then delegate infer to oracle_agent with a prompt containing REFERENCE=REF-A1, REQUEST_ID=REQ-01337-0079, and EVIDENCE=<the exact multiply receipt>. Return exactly product=<product>;local_receipt=<multiply receipt>;verdict=<oracle verdict>;oracle_receipt=<oracle receipt>.

Expected final output

product=700;local_receipt=BENCH-MUL-CC941B86B4;verdict=amber;oracle_receipt=BENCH-ORACLE-9D47C891F7

Expected actions

[
  {
    "agent": "benchmark_coordinator",
    "args": {
      "a": 28,
      "b": 25,
      "request_id": "REQ-01337-0079"
    },
    "kind": "local_tool",
    "prompt_contains": [],
    "tool": "multiply_numbers"
  },
  {
    "agent": "oracle_agent",
    "args": null,
    "kind": "agent_infer",
    "prompt_contains": [
      "REFERENCE=REF-A1",
      "REQUEST_ID=REQ-01337-0079",
      "EVIDENCE=BENCH-MUL-CC941B86B4"
    ],
    "tool": null
  }
]

Attempt 1 selected

task_not_completed, missing_final_output, execution_ledger_mismatch, trace_action_mismatch, exception

Actual final output

(no final output)

Model decisions

[
  {
    "action": "tool_call",
    "payload": {
      "args": {
        "a": 28,
        "b": 25,
        "request_id": "REQ-01337-0079"
      },
      "tool": "multiply_numbers",
      "type": "tool_call"
    },
    "step": 1,
    "type": "action"
  },
  {
    "action": "agent_call",
    "payload": {
      "action": "infer",
      "agent": "oracle_agent",
      "prompt": "REFERENCE=REF-A1, REQUEST_ID=REQ-01337-0079, EVIDENCE=<BENCH-MUL-CC941B86B4>.",
      "type": "agent_call"
    },
    "step": 2,
    "type": "action"
  }
]

Successful actions

[
  {
    "agent": "benchmark_coordinator",
    "args": {
      "a": 28,
      "b": 25,
      "request_id": "REQ-01337-0079"
    },
    "kind": "local_tool",
    "prompt": null,
    "tool": "multiply_numbers"
  }
]

Runtime result

TransportRemoteError: Runtime request failed at runtime://infer-benchmark-26858be12c9a/coordinator: Agent call to 'oracle_agent' failed: Delegated agent 'oracle_agent' failed: Oracle infer prompt must include REFERENCE, REQUEST_ID, and EVIDENCE
multi-step-0015#r1 multi step Failed 1 attempt(s) 18.03s

task_not_completed, missing_final_output, execution_ledger_mismatch, trace_action_mismatch, exception

Request

For REQ-01337-0099, perform these actions in order. First call local multiply_numbers with a=36, b=21, request_id=REQ-01337-0099. Then delegate infer to oracle_agent with a prompt containing REFERENCE=REF-A1, REQUEST_ID=REQ-01337-0099, and EVIDENCE=<the exact multiply receipt>. Return exactly product=<product>;local_receipt=<multiply receipt>;verdict=<oracle verdict>;oracle_receipt=<oracle receipt>.

Expected final output

product=756;local_receipt=BENCH-MUL-E1865C1D63;verdict=amber;oracle_receipt=BENCH-ORACLE-08F6CFC9B2

Expected actions

[
  {
    "agent": "benchmark_coordinator",
    "args": {
      "a": 36,
      "b": 21,
      "request_id": "REQ-01337-0099"
    },
    "kind": "local_tool",
    "prompt_contains": [],
    "tool": "multiply_numbers"
  },
  {
    "agent": "oracle_agent",
    "args": null,
    "kind": "agent_infer",
    "prompt_contains": [
      "REFERENCE=REF-A1",
      "REQUEST_ID=REQ-01337-0099",
      "EVIDENCE=BENCH-MUL-E1865C1D63"
    ],
    "tool": null
  }
]

Attempt 1 selected

task_not_completed, missing_final_output, execution_ledger_mismatch, trace_action_mismatch, exception

Actual final output

(no final output)

Model decisions

[
  {
    "action": "tool_call",
    "payload": {
      "args": {
        "a": 36,
        "b": 21,
        "request_id": "REQ-01337-0099"
      },
      "tool": "multiply_numbers",
      "type": "tool_call"
    },
    "step": 1,
    "type": "action"
  },
  {
    "action": "agent_call",
    "payload": {
      "action": "infer",
      "agent": "oracle_agent",
      "prompt": "REFERENCE=REF-A1, REQUEST_ID=REQ-01337-0099, and EVIDENCE=<BENCH-MUL-E1865C1D63>.",
      "type": "agent_call"
    },
    "step": 2,
    "type": "action"
  }
]

Successful actions

[
  {
    "agent": "benchmark_coordinator",
    "args": {
      "a": 36,
      "b": 21,
      "request_id": "REQ-01337-0099"
    },
    "kind": "local_tool",
    "prompt": null,
    "tool": "multiply_numbers"
  }
]

Runtime result

TransportRemoteError: Runtime request failed at runtime://infer-benchmark-26858be12c9a/coordinator: Agent call to 'oracle_agent' failed: Delegated agent 'oracle_agent' failed: Oracle infer prompt must include REFERENCE, REQUEST_ID, and EVIDENCE
multi-step-0018#r1 multi step Failed 1 attempt(s) 18.33s

task_not_completed, missing_final_output, execution_ledger_mismatch, trace_action_mismatch, exception

Request

For REQ-01337-0119, perform these actions in order. First call local multiply_numbers with a=16, b=8, request_id=REQ-01337-0119. Then delegate infer to oracle_agent with a prompt containing REFERENCE=REF-B7, REQUEST_ID=REQ-01337-0119, and EVIDENCE=<the exact multiply receipt>. Return exactly product=<product>;local_receipt=<multiply receipt>;verdict=<oracle verdict>;oracle_receipt=<oracle receipt>.

Expected final output

product=128;local_receipt=BENCH-MUL-7062B60072;verdict=green;oracle_receipt=BENCH-ORACLE-41E7A3797E

Expected actions

[
  {
    "agent": "benchmark_coordinator",
    "args": {
      "a": 16,
      "b": 8,
      "request_id": "REQ-01337-0119"
    },
    "kind": "local_tool",
    "prompt_contains": [],
    "tool": "multiply_numbers"
  },
  {
    "agent": "oracle_agent",
    "args": null,
    "kind": "agent_infer",
    "prompt_contains": [
      "REFERENCE=REF-B7",
      "REQUEST_ID=REQ-01337-0119",
      "EVIDENCE=BENCH-MUL-7062B60072"
    ],
    "tool": null
  }
]

Attempt 1 selected

task_not_completed, missing_final_output, execution_ledger_mismatch, trace_action_mismatch, exception

Actual final output

(no final output)

Model decisions

[
  {
    "action": "tool_call",
    "payload": {
      "args": {
        "a": 16,
        "b": 8,
        "request_id": "REQ-01337-0119"
      },
      "tool": "multiply_numbers",
      "type": "tool_call"
    },
    "step": 1,
    "type": "action"
  },
  {
    "action": "agent_call",
    "payload": {
      "action": "infer",
      "agent": "oracle_agent",
      "prompt": "REFERENCE=REF-B7, REQUEST_ID=REQ-01337-0119, EVIDENCE=<BENCH-MUL-7062B60072>. Return exactly product=<product>;local_receipt=<multiply receipt>;verdict=<oracle verdict>;oracle_receipt=<oracle receipt>.",
      "type": "agent_call"
    },
    "step": 2,
    "type": "action"
  }
]

Successful actions

[
  {
    "agent": "benchmark_coordinator",
    "args": {
      "a": 16,
      "b": 8,
      "request_id": "REQ-01337-0119"
    },
    "kind": "local_tool",
    "prompt": null,
    "tool": "multiply_numbers"
  }
]

Runtime result

TransportRemoteError: Runtime request failed at runtime://infer-benchmark-26858be12c9a/coordinator: Agent call to 'oracle_agent' failed: Delegated agent 'oracle_agent' failed: Oracle infer prompt must include REFERENCE, REQUEST_ID, and EVIDENCE
multi-step-0021#r1 multi step Failed 1 attempt(s) 17.35s

task_not_completed, missing_final_output, execution_ledger_mismatch, trace_action_mismatch, exception

Request

For REQ-01337-0139, perform these actions in order. First call local multiply_numbers with a=4, b=16, request_id=REQ-01337-0139. Then delegate infer to oracle_agent with a prompt containing REFERENCE=REF-C3, REQUEST_ID=REQ-01337-0139, and EVIDENCE=<the exact multiply receipt>. Return exactly product=<product>;local_receipt=<multiply receipt>;verdict=<oracle verdict>;oracle_receipt=<oracle receipt>.

Expected final output

product=64;local_receipt=BENCH-MUL-BD04ADFFCF;verdict=red;oracle_receipt=BENCH-ORACLE-D451374CD5

Expected actions

[
  {
    "agent": "benchmark_coordinator",
    "args": {
      "a": 4,
      "b": 16,
      "request_id": "REQ-01337-0139"
    },
    "kind": "local_tool",
    "prompt_contains": [],
    "tool": "multiply_numbers"
  },
  {
    "agent": "oracle_agent",
    "args": null,
    "kind": "agent_infer",
    "prompt_contains": [
      "REFERENCE=REF-C3",
      "REQUEST_ID=REQ-01337-0139",
      "EVIDENCE=BENCH-MUL-BD04ADFFCF"
    ],
    "tool": null
  }
]

Attempt 1 selected

task_not_completed, missing_final_output, execution_ledger_mismatch, trace_action_mismatch, exception

Actual final output

(no final output)

Model decisions

[
  {
    "action": "tool_call",
    "payload": {
      "args": {
        "a": 4,
        "b": 16,
        "request_id": "REQ-01337-0139"
      },
      "tool": "multiply_numbers",
      "type": "tool_call"
    },
    "step": 1,
    "type": "action"
  },
  {
    "action": "agent_call",
    "payload": {
      "action": "infer",
      "agent": "oracle_agent",
      "prompt": "REFERENCE=REF-C3, REQUEST_ID=REQ-01337-0139, EVIDENCE=<BENCH-MUL-BD04ADFFCF>",
      "type": "agent_call"
    },
    "step": 2,
    "type": "action"
  }
]

Successful actions

[
  {
    "agent": "benchmark_coordinator",
    "args": {
      "a": 4,
      "b": 16,
      "request_id": "REQ-01337-0139"
    },
    "kind": "local_tool",
    "prompt": null,
    "tool": "multiply_numbers"
  }
]

Runtime result

TransportRemoteError: Runtime request failed at runtime://infer-benchmark-26858be12c9a/coordinator: Agent call to 'oracle_agent' failed: Delegated agent 'oracle_agent' failed: Oracle infer prompt must include REFERENCE, REQUEST_ID, and EVIDENCE
multi-step-0024#r1 multi step Failed 1 attempt(s) 16.92s

task_not_completed, missing_final_output, execution_ledger_mismatch, trace_action_mismatch, exception

Request

For REQ-01337-0159, perform these actions in order. First call local multiply_numbers with a=35, b=14, request_id=REQ-01337-0159. Then delegate infer to oracle_agent with a prompt containing REFERENCE=REF-C3, REQUEST_ID=REQ-01337-0159, and EVIDENCE=<the exact multiply receipt>. Return exactly product=<product>;local_receipt=<multiply receipt>;verdict=<oracle verdict>;oracle_receipt=<oracle receipt>.

Expected final output

product=490;local_receipt=BENCH-MUL-0B72144581;verdict=red;oracle_receipt=BENCH-ORACLE-308CE4D371

Expected actions

[
  {
    "agent": "benchmark_coordinator",
    "args": {
      "a": 35,
      "b": 14,
      "request_id": "REQ-01337-0159"
    },
    "kind": "local_tool",
    "prompt_contains": [],
    "tool": "multiply_numbers"
  },
  {
    "agent": "oracle_agent",
    "args": null,
    "kind": "agent_infer",
    "prompt_contains": [
      "REFERENCE=REF-C3",
      "REQUEST_ID=REQ-01337-0159",
      "EVIDENCE=BENCH-MUL-0B72144581"
    ],
    "tool": null
  }
]

Attempt 1 selected

task_not_completed, missing_final_output, execution_ledger_mismatch, trace_action_mismatch, exception

Actual final output

(no final output)

Model decisions

[
  {
    "action": "tool_call",
    "payload": {
      "args": {
        "a": 35,
        "b": 14,
        "request_id": "REQ-01337-0159"
      },
      "tool": "multiply_numbers",
      "type": "tool_call"
    },
    "step": 1,
    "type": "action"
  },
  {
    "action": "agent_call",
    "payload": {
      "action": "infer",
      "agent": "oracle_agent",
      "prompt": "REFERENCE=REF-C3, REQUEST_ID=REQ-01337-0159, EVIDENCE=<BENCH-MUL-0B72144581>.",
      "type": "agent_call"
    },
    "step": 2,
    "type": "action"
  }
]

Successful actions

[
  {
    "agent": "benchmark_coordinator",
    "args": {
      "a": 35,
      "b": 14,
      "request_id": "REQ-01337-0159"
    },
    "kind": "local_tool",
    "prompt": null,
    "tool": "multiply_numbers"
  }
]

Runtime result

TransportRemoteError: Runtime request failed at runtime://infer-benchmark-26858be12c9a/coordinator: Agent call to 'oracle_agent' failed: Delegated agent 'oracle_agent' failed: Oracle infer prompt must include REFERENCE, REQUEST_ID, and EVIDENCE
routing-choice-0017#r1 routing choice Failed 1 attempt(s) 20.63s

final_output_mismatch

Request

For REQ-01337-0164, obtain the authoritative current source digest for pricing.py using the available specialists. An archived snapshot is not acceptable. Return exactly digest=<reported digest>;receipt=<reported receipt>.

Expected final output

digest=SRC-P9A22;receipt=BENCH-READ-EE8AD3546F

Expected actions

[
  {
    "agent": "workspace_agent",
    "args": {
      "path": "pricing.py",
      "request_id": "REQ-01337-0164"
    },
    "kind": "agent_tool",
    "prompt_contains": [],
    "tool": "read_file"
  }
]

Attempt 1 selected

final_output_mismatch

Actual final output

digest=SRC-P9A22;receipt=BENCH-READ-EE8AD546F

Model decisions

[
  {
    "action": "agent_call",
    "payload": {
      "action": "tool_call",
      "agent": "workspace_agent",
      "args": {
        "path": "pricing.py",
        "request_id": "REQ-01337-0164"
      },
      "tool": "read_file",
      "type": "agent_call"
    },
    "step": 1,
    "type": "action"
  },
  {
    "action": "final",
    "payload": {
      "content": "digest=SRC-P9A22;receipt=BENCH-READ-EE8AD546F",
      "type": "final"
    },
    "step": 2,
    "type": "action"
  }
]

Successful actions

[
  {
    "agent": "workspace_agent",
    "args": {
      "path": "pricing.py",
      "request_id": "REQ-01337-0164"
    },
    "kind": "agent_tool",
    "prompt": null,
    "tool": "read_file"
  }
]

Runtime result

No runtime error
multi-step-0027#r1 multi step Failed 1 attempt(s) 17.21s

task_not_completed, missing_final_output, execution_ledger_mismatch, trace_action_mismatch, exception

Request

For REQ-01337-0179, perform these actions in order. First call local multiply_numbers with a=27, b=14, request_id=REQ-01337-0179. Then delegate infer to oracle_agent with a prompt containing REFERENCE=REF-A1, REQUEST_ID=REQ-01337-0179, and EVIDENCE=<the exact multiply receipt>. Return exactly product=<product>;local_receipt=<multiply receipt>;verdict=<oracle verdict>;oracle_receipt=<oracle receipt>.

Expected final output

product=378;local_receipt=BENCH-MUL-95D4969D61;verdict=amber;oracle_receipt=BENCH-ORACLE-6C27405667

Expected actions

[
  {
    "agent": "benchmark_coordinator",
    "args": {
      "a": 27,
      "b": 14,
      "request_id": "REQ-01337-0179"
    },
    "kind": "local_tool",
    "prompt_contains": [],
    "tool": "multiply_numbers"
  },
  {
    "agent": "oracle_agent",
    "args": null,
    "kind": "agent_infer",
    "prompt_contains": [
      "REFERENCE=REF-A1",
      "REQUEST_ID=REQ-01337-0179",
      "EVIDENCE=BENCH-MUL-95D4969D61"
    ],
    "tool": null
  }
]

Attempt 1 selected

task_not_completed, missing_final_output, execution_ledger_mismatch, trace_action_mismatch, exception

Actual final output

(no final output)

Model decisions

[
  {
    "action": "tool_call",
    "payload": {
      "args": {
        "a": 27,
        "b": 14,
        "request_id": "REQ-01337-0179"
      },
      "tool": "multiply_numbers",
      "type": "tool_call"
    },
    "step": 1,
    "type": "action"
  },
  {
    "action": "agent_call",
    "payload": {
      "action": "infer",
      "agent": "oracle_agent",
      "prompt": "REFERENCE=REF-A1, REQUEST_ID=REQ-01337-0179, EVIDENCE=<BENCH-MUL-95D4969D61>.",
      "type": "agent_call"
    },
    "step": 2,
    "type": "action"
  }
]

Successful actions

[
  {
    "agent": "benchmark_coordinator",
    "args": {
      "a": 27,
      "b": 14,
      "request_id": "REQ-01337-0179"
    },
    "kind": "local_tool",
    "prompt": null,
    "tool": "multiply_numbers"
  }
]

Runtime result

TransportRemoteError: Runtime request failed at runtime://infer-benchmark-26858be12c9a/coordinator: Agent call to 'oracle_agent' failed: Delegated agent 'oracle_agent' failed: Oracle infer prompt must include REFERENCE, REQUEST_ID, and EVIDENCE
multi-step-0030#r1 multi step Failed 1 attempt(s) 15.11s

task_not_completed, missing_final_output, execution_ledger_mismatch, trace_action_mismatch, exception

Request

For REQ-01337-0199, perform these actions in order. First call local multiply_numbers with a=6, b=24, request_id=REQ-01337-0199. Then delegate infer to oracle_agent with a prompt containing REFERENCE=REF-A1, REQUEST_ID=REQ-01337-0199, and EVIDENCE=<the exact multiply receipt>. Return exactly product=<product>;local_receipt=<multiply receipt>;verdict=<oracle verdict>;oracle_receipt=<oracle receipt>.

Expected final output

product=144;local_receipt=BENCH-MUL-FC453782E9;verdict=amber;oracle_receipt=BENCH-ORACLE-93CFB3E8CB

Expected actions

[
  {
    "agent": "benchmark_coordinator",
    "args": {
      "a": 6,
      "b": 24,
      "request_id": "REQ-01337-0199"
    },
    "kind": "local_tool",
    "prompt_contains": [],
    "tool": "multiply_numbers"
  },
  {
    "agent": "oracle_agent",
    "args": null,
    "kind": "agent_infer",
    "prompt_contains": [
      "REFERENCE=REF-A1",
      "REQUEST_ID=REQ-01337-0199",
      "EVIDENCE=BENCH-MUL-FC453782E9"
    ],
    "tool": null
  }
]

Attempt 1 selected

task_not_completed, missing_final_output, execution_ledger_mismatch, trace_action_mismatch, exception

Actual final output

(no final output)

Model decisions

[
  {
    "action": "tool_call",
    "payload": {
      "args": {
        "a": 6,
        "b": 24,
        "request_id": "REQ-01337-0199"
      },
      "tool": "multiply_numbers",
      "type": "tool_call"
    },
    "step": 1,
    "type": "action"
  },
  {
    "action": "agent_call",
    "payload": {
      "action": "infer",
      "agent": "oracle_agent",
      "prompt": "REFERENCE=REF-A1, REQUEST_ID=REQ-01337-0199, EVIDENCE=<BENCH-MUL-FC453782E9>.",
      "type": "agent_call"
    },
    "step": 2,
    "type": "action"
  }
]

Successful actions

[
  {
    "agent": "benchmark_coordinator",
    "args": {
      "a": 6,
      "b": 24,
      "request_id": "REQ-01337-0199"
    },
    "kind": "local_tool",
    "prompt": null,
    "tool": "multiply_numbers"
  }
]

Runtime result

TransportRemoteError: Runtime request failed at runtime://infer-benchmark-26858be12c9a/coordinator: Agent call to 'oracle_agent' failed: Delegated agent 'oracle_agent' failed: Oracle infer prompt must include REFERENCE, REQUEST_ID, and EVIDENCE
Run configuration and identity
Run
20260729T200129Z-ollama-gemma4-e4b
Created
2026-07-29T20:58:18.668150+00:00
ProtoLink
0.6.7
Provider
ollama
Model
gemma4:e4b
Action mode
json_prompt
Model parameters
{"num_ctx": 8192, "num_predict": 2048, "seed": 1337, "temperature": 0.0}
Suite
full
Selected cases
200
Repetitions
1
Fresh attempts
1
Seed
1337
Suite hash
0126ee1d417ade7cbddb7ba2471f601d086b3810153dbb60b742277c98277160
Prompt hash
79d1d46b476270fa0badf2fcbb3d30867e77c0b328a2ae9875a93f8320ec18a6
Benchmark prompt hash
8ff5126cdd4162f961f87b90ceac1b1510d8bd6c599e53ab66d7e2a300074e9c
Git commit
f23b226a3ad2
Git dirty
True