{
  "task": "Build a browser game from a design doc; 333 acceptance tests on main",
  "agents": 48,
  "model": "GLM 5.3 Flash (glm-5.3-flash:fast)",
  "prices": "$0.30 per million input tokens, $0.06 cached, $1.00 output",
  "pick": "Each setup's headline is the median of its runs, with the fastest and slowest beside it. The replay plays each setup's median run by time to 80%.",
  "arms": [
    { "arm": "lvcs", "label": "LVCS", "runs": [
      { "id": "20261031T135812Z-game-lvcs-r3-48a", "name": "3", "endpoint": "inco", "host": "hub 12 · vm2 20 · sparks 8 · Mac 8", "blocked_agent_min": 51.3, "note": "8 of the 48 agents and the score sampler ran on a loaded Mac (load 30 to 48 and above on 16 cores)." },
      { "id": "20261031T150300Z-game-lvcs-r4-48a", "name": "4", "endpoint": "inco", "host": "hub 12 · vm2 20 · sparks 8 · Mac 8", "blocked_agent_min": 91.6, "note": "8 of the 48 agents and the score sampler ran on a loaded Mac (load 30 to 48 and above on 16 cores). 80% to 100% took 10 minutes: a burst of whole-file rewrites of game.js." },
      { "id": "20261031T164705Z-game-lvcs-h1-48a", "name": "h1", "endpoint": "inco", "host": "3 hosted CPU VMs, 16 agents each", "blocked_agent_min": 4.4, "note": "Hosted: every agent on a Shadeform CPU VM (2 vCPU, 8 GB each), the runners alone on the hub." }
    ], "pending": [
      { "name": "mixed", "endpoint": "inco", "host": "3 hosted CPU VMs, 16 agents each", "note": "Mixed models: 16 agents each on glm-5.3-flash:fast, glm-5.3-flash, and deepseek-v4.1-flash. Running now; it is added here when it reports." }
    ] },
    { "arm": "actions", "label": "GitHub + Actions + merge queue", "runs": [
      { "id": "20261031T032437Z-game-actions-48a", "name": "1", "endpoint": "cpa", "host": "hub 12 · vm2 20 · sparks 8 · Mac 8" },
      { "id": "20261031T064326Z-game-actions-48a", "name": "2", "endpoint": "inco", "host": "hub 12 · vm2 20 · sparks 8 · Mac 8" },
      { "id": "20261031T122406Z-game-actions-48a", "name": "3", "endpoint": "inco", "host": "hub 12 · vm2 20 · sparks 8 · Mac 8" }
    ] },
    { "arm": "dagger", "label": "GitHub + Dagger Cloud + merge queue", "runs": [
      { "id": "20261031T014214Z-game-dagger-48a", "name": "1", "endpoint": "cpa", "host": "hub 12 · vm2 20 · sparks 8 · Mac 8", "note": "Stopped at 46 minutes, at 90%." },
      { "id": "20261031T050628Z-game-dagger-48a", "name": "2", "endpoint": "cpa", "host": "hub 12 · vm2 20 · sparks 8 · Mac 8", "note": "The endpoint's credit ran out at 37 minutes, after 100%." },
      { "id": "20261031T104850Z-game-dagger-48a", "name": "3", "endpoint": "inco", "host": "hub 12 · vm2 20 · sparks 8 · Mac 8" }
    ] }
  ]
}