{"corpus":[{"key":"turns","label":"Turns analysed","unit":"turns","better":"high","note":"","v":{"fable-5":526,"opus-4-8":2709,"opus-5":1816,"sonnet-5":440}},{"key":"sessions","label":"Sessions","unit":"sessions","better":"high","note":"","v":{"fable-5":42,"opus-4-8":142,"opus-5":89,"sonnet-5":21}},{"key":"projects","label":"Distinct projects","unit":"projects","better":"high","note":"","v":{"fable-5":10,"opus-4-8":26,"opus-5":17,"sonnet-5":6}}],"orch":[{"key":"endcold","label":"Dispatch turns ending cold","unit":"%","better":"low","note":"Turn ends the moment agents report back","v":{"fable-5":28.676,"opus-4-8":35.058,"opus-5":67.857,"sonnet-5":32.143}},{"key":"postdisp","label":"Work after last dispatch","unit":"calls","better":"high","note":"","v":{"fable-5":2.838,"opus-4-8":2.202,"opus-5":1.58,"sonnet-5":2.554}},{"key":"dispatchrate","label":"Turns containing a dispatch","unit":"%","better":"high","note":"","v":{"fable-5":25.856,"opus-4-8":22.111,"opus-5":20.044,"sonnet-5":12.727}},{"key":"zerotool","label":"Turns doing no work at all","unit":"%","better":"low","note":"","v":{"fable-5":18.061,"opus-4-8":15.836,"opus-5":9.802,"sonnet-5":35.227}},{"key":"toolsturn","label":"Tool calls per turn","unit":"calls","better":"high","note":"","v":{"fable-5":8.061,"opus-4-8":7.074,"opus-5":10.661,"sonnet-5":8.125}},{"key":"sendmsg","label":"SendMessage per 100 turns","unit":"/100","better":"high","note":"Live-agent feedback rounds","v":{"fable-5":13.308,"opus-4-8":6.46,"opus-5":6.278,"sonnet-5":15.682}},{"key":"agentsperwf","label":"Agents per Workflow run","unit":"agents","better":"high","note":"Wave width","v":{"fable-5":3.202,"opus-4-8":4.438,"opus-5":3.743,"sonnet-5":2.292}},{"key":"subpersess","label":"Subagents per session","unit":"agents","better":"high","note":"","v":{"fable-5":14.469,"opus-4-8":11.511,"opus-5":13.908,"sonnet-5":6.381}},{"key":"subtok","label":"Worker output tokens/session","unit":"k tok","better":"high","note":"","v":{"fable-5":463.628,"opus-4-8":360.011,"opus-5":586.839,"sonnet-5":237.595}},{"key":"premstop","label":"Premature stops (you had to push)","unit":"/100 turns","better":"low","note":"Next human msg was a bare nudge \u2014 ground-truthed stop, replaces ambiguous cold%","v":{"fable-5":0.57,"opus-4-8":0.81,"opus-5":1.82,"sonnet-5":0.23}}],"esc":[{"key":"askuq","label":"AskUserQuestion per 100 turns","unit":"/100","better":"low","note":"","v":{"fable-5":1.711,"opus-4-8":5.057,"opus-5":2.588,"sonnet-5":3.182}},{"key":"endq","label":"Turns ending in a question","unit":"%","better":"low","note":"","v":{"fable-5":3.802,"opus-4-8":14.064,"opus-5":5.782,"sonnet-5":2.727}},{"key":"perm","label":"Permission phrasing","unit":"/1k ch","better":"low","note":"\"want me to\", \"should I\", \"let me know\"","v":{"fable-5":0.108,"opus-4-8":0.25,"opus-5":0.133,"sonnet-5":0.288}},{"key":"limit","label":"Limitation phrasing","unit":"/1k ch","better":"low","note":"\"I didn't\", \"not verified\", \"out of scope\"","v":{"fable-5":0.095,"opus-4-8":0.146,"opus-5":0.237,"sonnet-5":0.364}},{"key":"caveat","label":"Caveat phrasing","unit":"/1k ch","better":"low","note":"","v":{"fable-5":0.032,"opus-4-8":0.036,"opus-5":0.047,"sonnet-5":0.0}},{"key":"hedge","label":"Hedging","unit":"/1k ch","better":"low","note":"","v":{"fable-5":0.076,"opus-4-8":0.073,"opus-5":0.084,"sonnet-5":0.061}},{"key":"interrupt","label":"Turns you interrupted","unit":"%","better":"low","note":"","v":{"fable-5":3.612,"opus-4-8":3.876,"opus-5":3.8,"sonnet-5":2.727}},{"key":"nudge","label":"Turns needing a nudge","unit":"%","better":"low","note":"","v":{"fable-5":0.57,"opus-4-8":0.812,"opus-5":1.817,"sonnet-5":0.227}}],"prose":[{"key":"finalmed","label":"Closing message (median)","unit":"chars","better":"low","note":"","v":{"fable-5":981,"opus-4-8":1236.5,"opus-5":1765.0,"sonnet-5":638}},{"key":"bullets","label":"Bullets","unit":"/1k ch","better":"high","note":"","v":{"fable-5":0.975,"opus-4-8":1.152,"opus-5":0.485,"sonnet-5":0.926}},{"key":"headers","label":"Headers","unit":"/1k ch","better":"high","note":"","v":{"fable-5":0.223,"opus-4-8":0.373,"opus-5":0.21,"sonnet-5":0.046}},{"key":"bold","label":"Bold anchors","unit":"/1k ch","better":"high","note":"","v":{"fable-5":2.795,"opus-4-8":3.996,"opus-5":3.012,"sonnet-5":1.814}},{"key":"tables","label":"Table rows","unit":"/1k ch","better":"high","note":"","v":{"fable-5":0.488,"opus-4-8":0.723,"opus-5":0.969,"sonnet-5":0.334}},{"key":"digits","label":"Digit density","unit":"/1k ch","better":"high","note":"Numbers per 1k chars","v":{"fable-5":27.375,"opus-4-8":19.465,"opus-5":22.346,"sonnet-5":25.886}},{"key":"wps","label":"Words per sentence","unit":"words","better":"low","note":"","v":{"fable-5":21.549,"opus-4-8":18.143,"opus-5":17.573,"sonnet-5":18.656}},{"key":"uwr","label":"Unique-word ratio","unit":"ratio","better":"high","note":"","v":{"fable-5":0.796,"opus-4-8":0.755,"opus-5":0.715,"sonnet-5":0.832}},{"key":"narr","label":"Narration per tool call","unit":"chars","better":"high","note":"","v":{"fable-5":168.529,"opus-4-8":399.08,"opus-5":253.982,"sonnet-5":103.229}},{"key":"outtok","label":"Output tokens per turn","unit":"k tok","better":"low","note":"","v":{"fable-5":24.196,"opus-4-8":33.366,"opus-5":22.917,"sonnet-5":12.919}}],"code":[{"key":"csess","label":"Sessions","unit":"sessions","better":"high","note":"","v":{"fable-5":32,"opus-4-8":135,"opus-5":87,"sonnet-5":21}},{"key":"edits","label":"Edits per session","unit":"edits","better":"high","note":"Orchestrator + its workers","v":{"fable-5":106.5,"opus-4-8":84.985,"opus-5":139.391,"sonnet-5":60.429}},{"key":"editchars","label":"Code written per session","unit":"k chars","better":"high","note":"","v":{"fable-5":283.388,"opus-4-8":176.3,"opus-5":331.808,"sonnet-5":116.328}},{"key":"editfail","label":"Edit failure rate","unit":"%","better":"low","note":"Edit rejected: string not found / file unread","v":{"fable-5":3.785,"opus-4-8":2.754,"opus-5":2.738,"sonnet-5":2.285}},{"key":"toolerr","label":"Tool error rate","unit":"/100 calls","better":"low","note":"","v":{"fable-5":3.127,"opus-4-8":3.678,"opus-5":3.836,"sonnet-5":5.146}},{"key":"rework","label":"Rework ratio","unit":"ratio","better":"low","note":"Repeat edits to the same file","v":{"fable-5":0.631,"opus-4-8":0.582,"opus-5":0.596,"sonnet-5":0.559}},{"key":"tests","label":"Tests per 100 edits","unit":"/100","better":"high","note":"","v":{"fable-5":64.671,"opus-4-8":49.159,"opus-5":76.664,"sonnet-5":45.705}},{"key":"commits","label":"Commits per session","unit":"commits","better":"high","note":"","v":{"fable-5":13.219,"opus-4-8":10.022,"opus-5":14.736,"sonnet-5":6.381}},{"key":"reverts","label":"Reverts per session","unit":"reverts","better":"low","note":"","v":{"fable-5":0.062,"opus-4-8":0.133,"opus-5":0.069,"sonnet-5":0.143}},{"key":"delegation","label":"Edits done by workers","unit":"%","better":"high","note":"","v":{"fable-5":88.586,"opus-4-8":76.632,"opus-5":84.827,"sonnet-5":77.699}},{"key":"survival","label":"Code killed same-session","unit":"%","better":"low","note":"Chars written then rm/git restore/revert \u2014 waste ratio, not unique LOC","v":{"fable-5":42.62,"opus-4-8":26.76,"opus-5":61.11,"sonnet-5":27.29}},{"key":"netcode","label":"Net surviving code / session","unit":"MB born\u00d7(1-killed)","better":"high","note":"Born chars minus provably-killed; volume ranking after waste","v":{"fable-5":5.2,"opus-4-8":16.33,"opus-5":10.91,"sonnet-5":1.77}},{"key":"costedit","label":"Cost per edit","unit":"$","better":"low","note":"API list rates","v":{"fable-5":1.68,"opus-4-8":2.14,"opus-5":1.64,"sonnet-5":1.43}}],"index":{"persist":{"fable-5":82.5,"opus-5":58.2,"opus-4-8":73.5,"sonnet-5":75.0},"activity":{"fable-5":77.2,"opus-4-8":68.8,"opus-5":94.4,"sonnet-5":48.4},"code":{"fable-5":83.1,"opus-5":88.0,"opus-4-8":73.0,"sonnet-5":64.8},"esc":{"fable-5":83.4,"opus-4-8":54.0,"opus-5":57.4,"sonnet-5":77.2},"prose":{"fable-5":70.3,"opus-4-8":82.4,"opus-5":69.8,"sonnet-5":68.7},"orch_all":{"fable-5":85.1,"opus-4-8":76.8,"opus-5":82.0,"sonnet-5":58.6},"members":{"persist":["endcold","postdisp","agentsperwf","subpersess"],"activity":["zerotool","toolsturn","subtok","dispatchrate"],"code":["edits","editchars","editfail","toolerr","rework","tests","commits","reverts"]}},"attn":[{"key":"demands_hr","label":"Handbacks per hour","unit":"/hour","better":"low","note":"Human turns / active session hours (gaps >4h dropped). NB: not span-filtered for background wakes.","v":{"fable-5":4.921,"opus-4-8":3.953,"opus-5":3.679,"sonnet-5":6.287}},{"key":"demands_sess","label":"Handbacks per session","unit":"demands","better":"low","note":"","v":{"fable-5":17.219,"opus-4-8":19.933,"opus-5":20.793,"sonnet-5":20.952}},{"key":"cold_hr","label":"Cold dispatch stops per hour","unit":"/hour","better":"low","note":"","v":{"fable-5":0.357,"opus-4-8":0.3,"opus-5":0.512,"sonnet-5":0.257}},{"key":"ask_hr","label":"Asks a question per hour","unit":"/hour","better":"low","note":"","v":{"fable-5":0.286,"opus-4-8":0.724,"opus-5":0.297,"sonnet-5":0.329}}],"cost":[{"key":"per_session","label":"Cost per session","unit":"$","better":"low","note":"API list rates, actual model mix (orchestrator + workers)","v":{"fable-5":179.3,"opus-4-8":182.6,"opus-5":229.0,"sonnet-5":86.4}},{"key":"orch_share","label":"Share spent on the main loop","unit":"%","better":"low","note":"","v":{"fable-5":55.7,"opus-4-8":54.5,"opus-5":47.1,"sonnet-5":36.4}},{"key":"cache_read_sess","label":"Cache-read tokens per session","unit":"M tok","better":"low","note":"","v":{"fable-5":216.6,"opus-4-8":277.1,"opus-5":385.1,"sonnet-5":239.5}},{"key":"cost_edit","label":"Cost per edit","unit":"$","better":"low","note":"session $ / edits","v":{"fable-5":1.68,"opus-4-8":2.14,"opus-5":1.64,"sonnet-5":1.43}}]}