IBARA LAB

Incumbent computer-use diagnostic campaign

65 attempts recorded. Incomplete benchmark. Measurement and publication dates are distinct.

Updated

Incomplete benchmark. Candidate: Incumbent plus lifecycle repair, private v14 (experimental). Identity complete: true.

Measured to . Sealed 2026-10-09T01:31:37.950692+00:00. Revision 1.

Latest revision and correction history · All campaigns · RSS feed

Results and coverage#

65 attempts recorded. The denominator includes every attempted outcome. Unexecuted attempts are listed separately.

PlannedAttemptedPassedFailedUnknownBlockedSafe refusalNot run
192654241630127

Qualification and execution modes

65 of 192 frozen cells observed. Execution modes have separate populations and are never pooled into one performance score.

  • An attempt has an unknown independent goal outcome.
  • An attempt lacks one exact artifact-backed independent outcome and cleanup witness.
  • An attempt lacks original native observations and measured budget, intervention, effect and data-integrity counters.
  • An attempt required external intervention and is not an independent comparison trial.
  • The frozen matrix has missing, duplicate or unplanned attempts; valid failures remain counted.
  • The registered execution harness is contradicted or unverified by scoped post-recovery ancestry evidence; fresh-agent timings are withheld.
ModePlannedAttemptedPassedFailedUnknownBlockedSafe refusalNot run
scripted481913060029
fresh_agent14446294103098
Incomplete benchmark: Incumbent computer-use diagnostic campaign. 65 attempts recorded. Passed: 42; Failed: 4; Unknown: 16; Blocked: 3; Safe refusal: 0; Not run: 127. Measured 2026-10-08. Execution modes are shown separately as counts.

Scenario, model and environment#

Each dimension is a separate partition of the campaign. Do not sum overlapping dimensions together.

DimensionScenarioModelEnvironmentbenchmark_modefixture_seedPlannedAttemptedPassedFailedUnknownBlockedSafe refusalNot run
cohortBrowser and file attachmentsFrozen native reference recipeAcePC AK1scripted1711001000
cohortBrowser and file attachmentsGPT-6 Astra, ultra reasoningAcePC AK1fresh_agent1711100000
cohortBrowser and file attachmentsGPT-6 Astra, ultra reasoningAcePC AK1fresh_agent2911001000
cohortBrowser and file attachmentsGPT-6 Astra, ultra reasoningAcePC AK1fresh_agent4311100000
cohortBrowser formFrozen native reference recipeAcePC AK2scripted1711100000
cohortBrowser formFrozen native reference recipeBMAX B4 Plusscripted1711100000
cohortBrowser formGPT-6 Astra, ultra reasoningAcePC AK2fresh_agent1711100000
cohortBrowser formGPT-6 Astra, ultra reasoningAcePC AK2fresh_agent2911001000
cohortBrowser formGPT-6 Astra, ultra reasoningAcePC AK2fresh_agent4311100000
cohortBrowser formGPT-6 Astra, ultra reasoningBMAX B4 Plusfresh_agent1711100000
cohortBrowser formGPT-6 Astra, ultra reasoningBMAX B4 Plusfresh_agent2911100000
cohortBrowser formGPT-6 Astra, ultra reasoningBMAX B4 Plusfresh_agent4311001000
cohortDocument viewerFrozen native reference recipeBMAX B4 Plusscripted1711100000
cohortDocument viewerFrozen native reference recipeDell Optiplexscripted1711100000
cohortDocument viewerGPT-6 Astra, ultra reasoningBMAX B4 Plusfresh_agent1711100000
cohortDocument viewerGPT-6 Astra, ultra reasoningBMAX B4 Plusfresh_agent2911100000
cohortDocument viewerGPT-6 Astra, ultra reasoningBMAX B4 Plusfresh_agent4311100000
cohortDownload, edit and uploadFrozen native reference recipeAcePC AK2scripted1711001000
cohortDownload, edit and uploadGPT-6 Astra, ultra reasoningAcePC AK2fresh_agent1711100000
cohortDownload, edit and uploadGPT-6 Astra, ultra reasoningAcePC AK2fresh_agent2911100000
cohortDownload, edit and uploadGPT-6 Astra, ultra reasoningAcePC AK2fresh_agent4311001000
cohortEditor, save, reopen and deliveryFrozen native reference recipeAcePC AK2scripted1711100000
cohortEditor, save, reopen and deliveryFrozen native reference recipeBMAX B4 Plusscripted1711100000
cohortEditor, save, reopen and deliveryGPT-6 Astra, ultra reasoningAcePC AK2fresh_agent1711000100
cohortEditor, save, reopen and deliveryGPT-6 Astra, ultra reasoningAcePC AK2fresh_agent2911000100
cohortEditor, save, reopen and deliveryGPT-6 Astra, ultra reasoningAcePC AK2fresh_agent4311000100
cohortFile manager move and renameFrozen native reference recipeAcePC AK1scripted1711100000
cohortFile manager move and renameGPT-6 Astra, ultra reasoningAcePC AK1fresh_agent1711001000
cohortFile manager move and renameGPT-6 Astra, ultra reasoningAcePC AK1fresh_agent2911100000
cohortFile manager move and renameGPT-6 Astra, ultra reasoningAcePC AK1fresh_agent4311100000
cohortFile uploadFrozen native reference recipeBMAX B4 Plusscripted1711001000
cohortFile uploadFrozen native reference recipeDell Optiplexscripted1711100000
cohortFile uploadGPT-6 Astra, ultra reasoningBMAX B4 Plusfresh_agent1711100000
cohortFile uploadGPT-6 Astra, ultra reasoningBMAX B4 Plusfresh_agent2911001000
cohortFile uploadGPT-6 Astra, ultra reasoningBMAX B4 Plusfresh_agent4311100000
cohortFile uploadGPT-6 Astra, ultra reasoningDell Optiplexfresh_agent1711100000
cohortFile uploadGPT-6 Astra, ultra reasoningDell Optiplexfresh_agent2911100000
cohortFile uploadGPT-6 Astra, ultra reasoningDell Optiplexfresh_agent4311100000
cohortInteractive native inputFrozen native reference recipeBMAX B4 Plusscripted1711001000
cohortInteractive native inputGPT-6 Astra, ultra reasoningBMAX B4 Plusfresh_agent1711001000
cohortInteractive native inputGPT-6 Astra, ultra reasoningBMAX B4 Plusfresh_agent2911001000
cohortInteractive native inputGPT-6 Astra, ultra reasoningBMAX B4 Plusfresh_agent4311001000
cohortMultiple applications and dialogsFrozen native reference recipeDell Optiplexscripted1711100000
cohortMultiple applications and dialogsGPT-6 Astra, ultra reasoningDell Optiplexfresh_agent1711100000
cohortMultiple applications and dialogsGPT-6 Astra, ultra reasoningDell Optiplexfresh_agent2911100000
cohortMultiple applications and dialogsGPT-6 Astra, ultra reasoningDell Optiplexfresh_agent4311001000
cohortOverlays, frames and tabsFrozen native reference recipeAcePC AK1scripted1711001000
cohortOverlays, frames and tabsFrozen native reference recipeDell Optiplexscripted1711001000
cohortOverlays, frames and tabsGPT-6 Astra, ultra reasoningAcePC AK1fresh_agent1711010000
cohortOverlays, frames and tabsGPT-6 Astra, ultra reasoningAcePC AK1fresh_agent2911100000
cohortOverlays, frames and tabsGPT-6 Astra, ultra reasoningAcePC AK1fresh_agent4311100000
cohortOverlays, frames and tabsGPT-6 Astra, ultra reasoningDell Optiplexfresh_agent1711100000
cohortOverlays, frames and tabsGPT-6 Astra, ultra reasoningDell Optiplexfresh_agent2911010000
cohortOverlays, frames and tabsGPT-6 Astra, ultra reasoningDell Optiplexfresh_agent4311100000
cohortSearch and nested scrollingFrozen native reference recipeAcePC AK1scripted1711100000
cohortSearch and nested scrollingFrozen native reference recipeAcePC AK2scripted1711100000
cohortSearch and nested scrollingGPT-6 Astra, ultra reasoningAcePC AK1fresh_agent1711100000
cohortSearch and nested scrollingGPT-6 Astra, ultra reasoningAcePC AK1fresh_agent2911100000
cohortSearch and nested scrollingGPT-6 Astra, ultra reasoningAcePC AK1fresh_agent4311100000
cohortSearch and nested scrollingGPT-6 Astra, ultra reasoningAcePC AK2fresh_agent1711100000
cohortTerminal CSV filteringFrozen native reference recipeAcePC AK1scripted1711100000
cohortTerminal CSV filteringFrozen native reference recipeDell Optiplexscripted1711100000
cohortTerminal CSV filteringGPT-6 Astra, ultra reasoningDell Optiplexfresh_agent1711010000
cohortTerminal CSV filteringGPT-6 Astra, ultra reasoningDell Optiplexfresh_agent2911010000
cohortTerminal CSV filteringGPT-6 Astra, ultra reasoningDell Optiplexfresh_agent4311100000
cohortPlanned but not runNot runNot rununavailableunavailable127000000127

Workflow, computer and execution mode#

Every planned cell stays assigned to its workflow and computer environment. Rows aggregate fixture seeds within each execution mode. Successful duration uses passed attempts only; missing measurements remain visible. Ranges are descriptive, with no percentile or improvement claim.

WorkflowModelComputer environmentModePlannedAttemptedPassedFailedUnknownBlockedSafe refusalNot runSuccesses timedSuccesses missing timeSuccess median (ms)Success min (ms)Success max (ms)
Browser and file attachmentsFrozen native reference recipeAcePC AK1scripted1100100000unavailableunavailableunavailable
Browser and file attachmentsFrozen native reference recipeAcePC AK2scripted1000000100unavailableunavailableunavailable
Browser and file attachmentsFrozen native reference recipeBMAX B4 Plusscripted1000000100unavailableunavailableunavailable
Browser and file attachmentsFrozen native reference recipeDell Optiplexscripted1000000100unavailableunavailableunavailable
Browser and file attachmentsGPT-6 Astra, ultra reasoningAcePC AK1fresh_agent33201000Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Browser and file attachmentsGPT-6 Astra, ultra reasoningAcePC AK2fresh_agent30000003Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Browser and file attachmentsGPT-6 Astra, ultra reasoningBMAX B4 Plusfresh_agent30000003Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Browser and file attachmentsGPT-6 Astra, ultra reasoningDell Optiplexfresh_agent30000003Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Browser formFrozen native reference recipeAcePC AK1scripted1000000100unavailableunavailableunavailable
Browser formFrozen native reference recipeAcePC AK2scripted111000001093073.32693073.32693073.326
Browser formFrozen native reference recipeBMAX B4 Plusscripted111000001050243.90450243.90450243.904
Browser formFrozen native reference recipeDell Optiplexscripted1000000100unavailableunavailableunavailable
Browser formGPT-6 Astra, ultra reasoningAcePC AK1fresh_agent30000003Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Browser formGPT-6 Astra, ultra reasoningAcePC AK2fresh_agent33201000Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Browser formGPT-6 Astra, ultra reasoningBMAX B4 Plusfresh_agent33201000Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Browser formGPT-6 Astra, ultra reasoningDell Optiplexfresh_agent30000003Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Document viewerFrozen native reference recipeAcePC AK1scripted1000000100unavailableunavailableunavailable
Document viewerFrozen native reference recipeAcePC AK2scripted1000000100unavailableunavailableunavailable
Document viewerFrozen native reference recipeBMAX B4 Plusscripted111000001030272.85430272.85430272.854
Document viewerFrozen native reference recipeDell Optiplexscripted111000001019586.81500000000219586.81500000000219586.815000000002
Document viewerGPT-6 Astra, ultra reasoningAcePC AK1fresh_agent30000003Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Document viewerGPT-6 Astra, ultra reasoningAcePC AK2fresh_agent30000003Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Document viewerGPT-6 Astra, ultra reasoningBMAX B4 Plusfresh_agent33300000Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Document viewerGPT-6 Astra, ultra reasoningDell Optiplexfresh_agent30000003Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Download, edit and uploadFrozen native reference recipeAcePC AK1scripted1000000100unavailableunavailableunavailable
Download, edit and uploadFrozen native reference recipeAcePC AK2scripted1100100000unavailableunavailableunavailable
Download, edit and uploadFrozen native reference recipeBMAX B4 Plusscripted1000000100unavailableunavailableunavailable
Download, edit and uploadFrozen native reference recipeDell Optiplexscripted1000000100unavailableunavailableunavailable
Download, edit and uploadGPT-6 Astra, ultra reasoningAcePC AK1fresh_agent30000003Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Download, edit and uploadGPT-6 Astra, ultra reasoningAcePC AK2fresh_agent33201000Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Download, edit and uploadGPT-6 Astra, ultra reasoningBMAX B4 Plusfresh_agent30000003Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Download, edit and uploadGPT-6 Astra, ultra reasoningDell Optiplexfresh_agent30000003Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Editor, save, reopen and deliveryFrozen native reference recipeAcePC AK1scripted1000000100unavailableunavailableunavailable
Editor, save, reopen and deliveryFrozen native reference recipeAcePC AK2scripted111000001053661.27800000000653661.27800000000653661.278000000006
Editor, save, reopen and deliveryFrozen native reference recipeBMAX B4 Plusscripted111000001027542.87327542.87327542.873
Editor, save, reopen and deliveryFrozen native reference recipeDell Optiplexscripted1000000100unavailableunavailableunavailable
Editor, save, reopen and deliveryGPT-6 Astra, ultra reasoningAcePC AK1fresh_agent30000003Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Editor, save, reopen and deliveryGPT-6 Astra, ultra reasoningAcePC AK2fresh_agent33000300Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Editor, save, reopen and deliveryGPT-6 Astra, ultra reasoningBMAX B4 Plusfresh_agent30000003Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Editor, save, reopen and deliveryGPT-6 Astra, ultra reasoningDell Optiplexfresh_agent30000003Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
File manager move and renameFrozen native reference recipeAcePC AK1scripted111000001068984.0268984.0268984.02
File manager move and renameFrozen native reference recipeAcePC AK2scripted1000000100unavailableunavailableunavailable
File manager move and renameFrozen native reference recipeBMAX B4 Plusscripted1000000100unavailableunavailableunavailable
File manager move and renameFrozen native reference recipeDell Optiplexscripted1000000100unavailableunavailableunavailable
File manager move and renameGPT-6 Astra, ultra reasoningAcePC AK1fresh_agent33201000Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
File manager move and renameGPT-6 Astra, ultra reasoningAcePC AK2fresh_agent30000003Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
File manager move and renameGPT-6 Astra, ultra reasoningBMAX B4 Plusfresh_agent30000003Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
File manager move and renameGPT-6 Astra, ultra reasoningDell Optiplexfresh_agent30000003Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
File uploadFrozen native reference recipeAcePC AK1scripted1000000100unavailableunavailableunavailable
File uploadFrozen native reference recipeAcePC AK2scripted1000000100unavailableunavailableunavailable
File uploadFrozen native reference recipeBMAX B4 Plusscripted1100100000unavailableunavailableunavailable
File uploadFrozen native reference recipeDell Optiplexscripted111000001024730.96524730.96524730.965
File uploadGPT-6 Astra, ultra reasoningAcePC AK1fresh_agent30000003Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
File uploadGPT-6 Astra, ultra reasoningAcePC AK2fresh_agent30000003Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
File uploadGPT-6 Astra, ultra reasoningBMAX B4 Plusfresh_agent33201000Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
File uploadGPT-6 Astra, ultra reasoningDell Optiplexfresh_agent33300000Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Interactive native inputFrozen native reference recipeAcePC AK1scripted1000000100unavailableunavailableunavailable
Interactive native inputFrozen native reference recipeAcePC AK2scripted1000000100unavailableunavailableunavailable
Interactive native inputFrozen native reference recipeBMAX B4 Plusscripted1100100000unavailableunavailableunavailable
Interactive native inputFrozen native reference recipeDell Optiplexscripted1000000100unavailableunavailableunavailable
Interactive native inputGPT-6 Astra, ultra reasoningAcePC AK1fresh_agent30000003Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Interactive native inputGPT-6 Astra, ultra reasoningAcePC AK2fresh_agent30000003Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Interactive native inputGPT-6 Astra, ultra reasoningBMAX B4 Plusfresh_agent33003000Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Interactive native inputGPT-6 Astra, ultra reasoningDell Optiplexfresh_agent30000003Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Multiple applications and dialogsFrozen native reference recipeAcePC AK1scripted1000000100unavailableunavailableunavailable
Multiple applications and dialogsFrozen native reference recipeAcePC AK2scripted1000000100unavailableunavailableunavailable
Multiple applications and dialogsFrozen native reference recipeBMAX B4 Plusscripted1000000100unavailableunavailableunavailable
Multiple applications and dialogsFrozen native reference recipeDell Optiplexscripted111000001036380.44936380.44936380.449
Multiple applications and dialogsGPT-6 Astra, ultra reasoningAcePC AK1fresh_agent30000003Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Multiple applications and dialogsGPT-6 Astra, ultra reasoningAcePC AK2fresh_agent30000003Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Multiple applications and dialogsGPT-6 Astra, ultra reasoningBMAX B4 Plusfresh_agent30000003Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Multiple applications and dialogsGPT-6 Astra, ultra reasoningDell Optiplexfresh_agent33201000Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Overlays, frames and tabsFrozen native reference recipeAcePC AK1scripted1100100000unavailableunavailableunavailable
Overlays, frames and tabsFrozen native reference recipeAcePC AK2scripted1000000100unavailableunavailableunavailable
Overlays, frames and tabsFrozen native reference recipeBMAX B4 Plusscripted1000000100unavailableunavailableunavailable
Overlays, frames and tabsFrozen native reference recipeDell Optiplexscripted1100100000unavailableunavailableunavailable
Overlays, frames and tabsGPT-6 Astra, ultra reasoningAcePC AK1fresh_agent33210000Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Overlays, frames and tabsGPT-6 Astra, ultra reasoningAcePC AK2fresh_agent30000003Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Overlays, frames and tabsGPT-6 Astra, ultra reasoningBMAX B4 Plusfresh_agent30000003Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Overlays, frames and tabsGPT-6 Astra, ultra reasoningDell Optiplexfresh_agent33210000Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Search and nested scrollingFrozen native reference recipeAcePC AK1scripted111000001058931.80558931.80558931.805
Search and nested scrollingFrozen native reference recipeAcePC AK2scripted111000001048586.32748586.32748586.327
Search and nested scrollingFrozen native reference recipeBMAX B4 Plusscripted1000000100unavailableunavailableunavailable
Search and nested scrollingFrozen native reference recipeDell Optiplexscripted1000000100unavailableunavailableunavailable
Search and nested scrollingGPT-6 Astra, ultra reasoningAcePC AK1fresh_agent33300000Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Search and nested scrollingGPT-6 Astra, ultra reasoningAcePC AK2fresh_agent31100002Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Search and nested scrollingGPT-6 Astra, ultra reasoningBMAX B4 Plusfresh_agent30000003Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Search and nested scrollingGPT-6 Astra, ultra reasoningDell Optiplexfresh_agent30000003Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Terminal CSV filteringFrozen native reference recipeAcePC AK1scripted111000001029194.25229194.25229194.252
Terminal CSV filteringFrozen native reference recipeAcePC AK2scripted1000000100unavailableunavailableunavailable
Terminal CSV filteringFrozen native reference recipeBMAX B4 Plusscripted1000000100unavailableunavailableunavailable
Terminal CSV filteringFrozen native reference recipeDell Optiplexscripted111000001019513.86619513.86619513.866
Terminal CSV filteringGPT-6 Astra, ultra reasoningAcePC AK1fresh_agent30000003Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Terminal CSV filteringGPT-6 Astra, ultra reasoningAcePC AK2fresh_agent30000003Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Terminal CSV filteringGPT-6 Astra, ultra reasoningBMAX B4 Plusfresh_agent30000003Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity
Terminal CSV filteringGPT-6 Astra, ultra reasoningDell Optiplexfresh_agent33120000Withheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identityWithheld: execution harness identity

Workflow results CSV

Baseline comparison#

No matched baseline was supplied. This report makes no improvement claim.

Additional measurements#

MeasurementValueUnitStatisticPopulationSamplesNumeratorDenominator
Verified task completion0.6842105263157895fractionratioscripted attempts191319
Verified task completion0.6304347826086957fractionratiofresh_agent attempts462946
Attempt duration42199.36968421053msmeanscripted: Attempt summaries with duration_ms measured19unavailableunavailable
Tool calls15.31578947368421countmeanscripted: Attempt summaries with tool_calls measured19unavailableunavailable
Model tokensunavailablecountmeanscripted: Attempt summaries with tokens measured0unavailableunavailable
Measured model costunavailableUSDmeanscripted: Attempt summaries with cost_usd measured0unavailableunavailable
Tool calls16.0countmeanfresh_agent: Attempt summaries with tool_calls measured46unavailableunavailable
Model tokensunavailablecountmeanfresh_agent: Attempt summaries with tokens measured0unavailableunavailable
Measured model costunavailableUSDmeanfresh_agent: Attempt summaries with cost_usd measured0unavailableunavailable

Method and provenance#

Suite: Twelve complete browser, native and mixed workflows; version: 12-workflows-v1.

Frozen matrix of twelve workflows on four physical computers: 48 scripted reference trials and 144 fresh-agent trials with seeds 17, 29 and 43. Fresh agents use GPT-6 Astra with ultra reasoning in separate contexts. Each trial has a 600-second and 60-call budget plus a separate 60-second cleanup deadline. The campaign stopped early after execution-harness identity drift was discovered; the original six-hour maximum was not reached or reset. All 192 planned slots remain: 19 scripted and 46 fresh-agent attempts were recorded, and 127 slots were not started. Native Ibara input was required. Independent fixture files, application events and retained native evidence determine original task outcomes. Workflow rows separate computer and execution mode. All fresh-agent timing is withheld because execution-harness identity was contradicted or unverified. Workflow successful-duration rows include passed attempts only; the overall scripted attempt-duration mean includes all 19 measured attempts. These timings are descriptive. Original outcomes and evidence remain unchanged.

Evidence type: warehouse_snapshot.

snapshot_sha256: 799ecc24f7725c6ac903591e8762d5aa738f1d9d4fc68eb5926e1ccff3d689b2

Failures and limitations#

  • This incomplete campaign is diagnostic evidence, not an accepted comparison baseline. Its 42 passed, 16 unknown, 4 failed and 3 blocked original outcomes describe 65 attempted slots; 127 planned slots were not started. No improvement or general reliability claim is supported.
  • After a host crash, the root and coordinator execution ancestry used Codex CLI 0.162.0 instead of registered 0.161.0. Fifteen resumed fresh-agent contexts are affected. Direct child executable witnesses were not captured, and the process start time does not establish when the harness changed. All fresh-agent timing aggregates are withheld; original task results remain recorded.
  • The displayed measured_at evidence interval includes preparation and later assessment records; it is not the timed trial window. Primary execution began on 8 October 2026 at 22:24:14 UTC and had stopped by 9 October at 01:11:39 UTC, as recorded by the early-stop receipt. The campaign stopped early for the harness identity issue. The maximum cutoff was unchanged but not reached. Unstarted slots were not replayed or replaced, and no new campaign window was inferred.
  • The host crash lost four active agent contexts. Original bounded collectors and cleanup receipts were retained, but interruption coverage and exact crash timing are incomplete. Two earlier active trials were also affected by an explicit root interruption.
  • One editor save prompt required a person to save and close the test document before hand-back. That later recovery does not turn the original timed cleanup failure into success. An early-stop trial remains partial with its original outcome.
  • Three fresh editor trials were blocked before acquisition by a missing verification host field and a frozen retry fence despite a retry-safe validation response. Scripted OCR misses also caused original unknown outcomes; later visual diagnosis does not replace them.
  • Two CSV trials produced the correct filtered rows with CRLF line endings but failed an exact-byte oracle expecting LF, although that distinction was not stated in the public task goal. Two browser trials used native context menus to open the required tab but failed the frozen click-route oracle. These original failures remain visible.
  • Interactive-input measurement had a collector payload-shape defect in one scripted trial and missing scoped input-release witnesses in fresh trials. An independent later review verified one file-manager task, but its original unknown score remains unchanged. Post-task assessments never substitute for original scores.
  • Three planned fresh variants per workflow and computer are insufficient for precise reliability estimates. Missing coverage and early stopping prevent balanced comparisons across workflows or hardware. Scripted and fresh-agent results must remain separate.
  • Model tokens and cost were unavailable from the actor harness; unavailable values are not zero. Supplemental browser-capability checks are separate diagnostic evidence and are not included in this 192-slot primary matrix.

Data and charts#

When citing these measurements, credit ibara and link this dated report revision. Private trajectories and third-party application content are not distributed here. This report does not change stable product documentation or qualify an untested release.