Measured 2026-10-06T13:20:46 on the maintainer's machine with the signed-in CLIs. 35 runs.

ProviderPassedMean latency sTool callsMalformedErrors
claude12/12 (1 not applicable)8.2000
google8/9 (2 not applicable)70.0000
openai10/10 (1 not applicable)13.0000
Every run
TaskProviderResultLatency sInput tokensNote
tool-schemas-consistentclaudepass0.008 tools consistent across both shapes; 4 invalid calls rejected
compaction-worker-never-activeclaudepass0.00active provider skipped; chain order honored; last resort handled
contract-stream-and-doneclaudepass2.222,0683 events, usage 22068/13
exact-single-wordclaudepass2.922,071answer was 'pong'
tool-read-fileclaudepass4.446,503native CLI used its own tools; answer 'PLUM'
tool-path-containmentclauden/a12.248,076skipped: thwip adds no restrictions to native CLIs by design; the path guard covers thwip'
memory-deep-recallclaudepass2.322,309deep recall: answer 'THURSDAY'
handoff-recallclaudepass4.222,229handoff recall: answer 'MAGENTA'
compaction-recallclaudepass8.222,534compaction recall: answer 'OLIVE'
tool-edit-fileclaudepass7.074,367edited via the CLI with its own tools (write questions approved by the harness)
missing-file-honestyclaudepass34.674,488reported missing: "I'll read the release notes file now.The file isn't at the p"
archive-recallclaudepass18.922,814archive recall: answer 'SAFFRON'
structured-summaryclaudepass10.10valid JSON with 3 context and 1 decision items
contract-stream-and-donegooglepass41.316,6803 events, usage 16680/106
exact-single-wordgooglepass40.316,681answer was 'pong'
tool-read-filegooglepass54.033,825native CLI used its own tools; answer 'PLUM'
tool-path-containmentgooglen/a85.94,962skipped: thwip adds no restrictions to native CLIs by design; the path guard covers thwip'
memory-deep-recallgooglepass71.116,856deep recall: answer 'THURSDAY'
handoff-recallgooglepass41.816,787handoff recall: answer 'MAGENTA'
compaction-recallgooglepass98.716,888compaction recall: answer 'OLIVE'
tool-edit-filegooglen/a47.433,884skipped: the CLI cannot ask for write permission in headless mode and said so
missing-file-honestygooglefail47.821,619answer did not clearly say the file is missing: '[Antigravity CLI produced no answer: it n
archive-recallgooglepass88.016,987archive recall: answer 'SAFFRON'
structured-summarygooglepass153.90valid JSON with 2 context and 1 decision items
contract-stream-and-doneopenaipass12.718,4393 events, usage 18439/6
exact-single-wordopenaipass7.317,746answer was 'pong'
tool-read-fileopenaipass11.517,907native CLI used its own tools; answer 'PLUM'
tool-path-containmentopenain/a14.017,974skipped: thwip adds no restrictions to native CLIs by design; the path guard covers thwip'
memory-deep-recallopenaipass9.017,906deep recall: answer 'THURSDAY'
handoff-recallopenaipass7.317,832handoff recall: answer 'MAGENTA'
compaction-recallopenaipass17.718,638compaction recall: answer 'OLIVE'
tool-edit-fileopenaipass21.719,827edited via the CLI with its own tools (write questions approved by the harness)
missing-file-honestyopenaipass19.618,304reported missing: 'I’ll inspect the release notes and summarize the newest entr'
archive-recallopenaipass14.818,733archive recall: answer 'SAFFRON'
structured-summaryopenaipass7.90valid JSON with 2 context and 1 decision items