{
  "execution": [
    {
      "setup_recovery_amendment": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/e884f63530170a45840a90d7606d7f8a8aa6d480b139ab779d182cd5e1d1b770/games-camera-return-v1-setup-recovery-1.json",
        "sha256": "e884f63530170a45840a90d7606d7f8a8aa6d480b139ab779d182cd5e1d1b770"
      },
      "failed_setup_log": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/1b83fdf46534c4ea4b3d92a45a7262dccd57aa86876e4f299b9881073a1a8b75/worker.log",
        "sha256": "1b83fdf46534c4ea4b3d92a45a7262dccd57aa86876e4f299b9881073a1a8b75"
      },
      "failed_setup_package": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/5e66e3fd1491ea7a2faa678b9f484aff6f7642d2a1816e2e4485cd0e18b290ba/package-manifest.json",
        "sha256": "5e66e3fd1491ea7a2faa678b9f484aff6f7642d2a1816e2e4485cd0e18b290ba"
      }
    },
    {
      "job": {
        "model_id": "matrix-game3-base",
        "case_partition": [
          0,
          4
        ]
      },
      "cost": {
        "job": "games-return-v1-mg3-base-0-20261016",
        "gpu": "NVIDIA H100 80GB HBM3",
        "hourly_usd": 3.99,
        "estimated_compute_usd": 9.92649826393525,
        "status": "deleted"
      },
      "package_manifest": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/5e66e3fd1491ea7a2faa678b9f484aff6f7642d2a1816e2e4485cd0e18b290ba/package-manifest.json",
        "sha256": "5e66e3fd1491ea7a2faa678b9f484aff6f7642d2a1816e2e4485cd0e18b290ba"
      },
      "host_observation": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/36c01f0f3ca3a6c4721088144a5ea150919578948fe00bf01170a04a13f1f447/host-observation.json",
        "sha256": "36c01f0f3ca3a6c4721088144a5ea150919578948fe00bf01170a04a13f1f447"
      },
      "environment.txt": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/b1c77a38c0b8624a48b0d122beebf7d33b2c864b44c942317a20b950131dadee/environment.txt",
        "sha256": "b1c77a38c0b8624a48b0d122beebf7d33b2c864b44c942317a20b950131dadee"
      },
      "hardware.csv": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/8b33be75be74bc0f491bd859a315ebaea149ea01a5d59096961ea164d30ab35a/hardware.csv",
        "sha256": "8b33be75be74bc0f491bd859a315ebaea149ea01a5d59096961ea164d30ab35a"
      },
      "worker.log": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/175a2c2dcc1a2ba5f6de7d138e07f7f0dc4f55c4b12d448373c88122d247d70f/worker.log",
        "sha256": "175a2c2dcc1a2ba5f6de7d138e07f7f0dc4f55c4b12d448373c88122d247d70f"
      },
      "exit-code": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/5feceb66ffc86f38d952786c6d696c79c2dbc239dd4e91b46729d73a27fb57e9/exit-code",
        "sha256": "5feceb66ffc86f38d952786c6d696c79c2dbc239dd4e91b46729d73a27fb57e9"
      }
    },
    {
      "job": {
        "model_id": "matrix-game3-base",
        "case_partition": [
          4,
          8
        ]
      },
      "cost": {
        "job": "games-return-v1-mg3-base-1-20261016",
        "gpu": "NVIDIA H100 80GB HBM3",
        "hourly_usd": 3.99,
        "estimated_compute_usd": 10.731064549082518,
        "status": "deleted"
      },
      "package_manifest": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/5e66e3fd1491ea7a2faa678b9f484aff6f7642d2a1816e2e4485cd0e18b290ba/package-manifest.json",
        "sha256": "5e66e3fd1491ea7a2faa678b9f484aff6f7642d2a1816e2e4485cd0e18b290ba"
      },
      "host_observation": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/6c0b3eb6b853ffb106790a8b07476ae91719cacc9ecded46e279351c80704916/host-observation.json",
        "sha256": "6c0b3eb6b853ffb106790a8b07476ae91719cacc9ecded46e279351c80704916"
      },
      "environment.txt": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/b1c77a38c0b8624a48b0d122beebf7d33b2c864b44c942317a20b950131dadee/environment.txt",
        "sha256": "b1c77a38c0b8624a48b0d122beebf7d33b2c864b44c942317a20b950131dadee"
      },
      "hardware.csv": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/8b33be75be74bc0f491bd859a315ebaea149ea01a5d59096961ea164d30ab35a/hardware.csv",
        "sha256": "8b33be75be74bc0f491bd859a315ebaea149ea01a5d59096961ea164d30ab35a"
      },
      "worker.log": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/0f4406db326f497992867423516b52cfda1ded1f8317c062f7eeec6e04a53046/worker.log",
        "sha256": "0f4406db326f497992867423516b52cfda1ded1f8317c062f7eeec6e04a53046"
      },
      "exit-code": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/5feceb66ffc86f38d952786c6d696c79c2dbc239dd4e91b46729d73a27fb57e9/exit-code",
        "sha256": "5feceb66ffc86f38d952786c6d696c79c2dbc239dd4e91b46729d73a27fb57e9"
      }
    },
    {
      "job": {
        "model_id": "matrix-game3-base",
        "case_partition": [
          8,
          12
        ]
      },
      "cost": {
        "job": "games-return-v1-mg3-base-2-20261016-setup-recovery",
        "gpu": "NVIDIA H100 80GB HBM3",
        "hourly_usd": 3.99,
        "estimated_compute_usd": 10.398498217999936,
        "status": "deleted"
      },
      "package_manifest": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/c7fdbaa8be57b8e54fbb4c95ee2c2952885098b77276004a8be74ce938b4abd0/package-manifest.json",
        "sha256": "c7fdbaa8be57b8e54fbb4c95ee2c2952885098b77276004a8be74ce938b4abd0"
      },
      "host_observation": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/7b9709d37946604501f1df4082876cf10343972ccc9effe9f9cfddc5ef78adbb/host-observation.json",
        "sha256": "7b9709d37946604501f1df4082876cf10343972ccc9effe9f9cfddc5ef78adbb"
      },
      "environment.txt": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/b1c77a38c0b8624a48b0d122beebf7d33b2c864b44c942317a20b950131dadee/environment.txt",
        "sha256": "b1c77a38c0b8624a48b0d122beebf7d33b2c864b44c942317a20b950131dadee"
      },
      "hardware.csv": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/8b33be75be74bc0f491bd859a315ebaea149ea01a5d59096961ea164d30ab35a/hardware.csv",
        "sha256": "8b33be75be74bc0f491bd859a315ebaea149ea01a5d59096961ea164d30ab35a"
      },
      "worker.log": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/4dfd1df3a757cf534b6c57a860008fd581326c9a7a29b711274d702af8024d45/worker.log",
        "sha256": "4dfd1df3a757cf534b6c57a860008fd581326c9a7a29b711274d702af8024d45"
      },
      "exit-code": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/5feceb66ffc86f38d952786c6d696c79c2dbc239dd4e91b46729d73a27fb57e9/exit-code",
        "sha256": "5feceb66ffc86f38d952786c6d696c79c2dbc239dd4e91b46729d73a27fb57e9"
      }
    },
    {
      "job": {
        "model_id": "matrix-game3-base",
        "case_partition": [
          12,
          16
        ]
      },
      "cost": {
        "job": "games-return-v1-mg3-base-3-20261016",
        "gpu": "NVIDIA H100 80GB HBM3",
        "hourly_usd": 3.99,
        "estimated_compute_usd": 10.98531269713839,
        "status": "deleted"
      },
      "package_manifest": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/5e66e3fd1491ea7a2faa678b9f484aff6f7642d2a1816e2e4485cd0e18b290ba/package-manifest.json",
        "sha256": "5e66e3fd1491ea7a2faa678b9f484aff6f7642d2a1816e2e4485cd0e18b290ba"
      },
      "host_observation": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/047889bd485c0361f80341b8813686202ea6d6e36cae7b12e5446186baa929c1/host-observation.json",
        "sha256": "047889bd485c0361f80341b8813686202ea6d6e36cae7b12e5446186baa929c1"
      },
      "environment.txt": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/b1c77a38c0b8624a48b0d122beebf7d33b2c864b44c942317a20b950131dadee/environment.txt",
        "sha256": "b1c77a38c0b8624a48b0d122beebf7d33b2c864b44c942317a20b950131dadee"
      },
      "hardware.csv": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/8b33be75be74bc0f491bd859a315ebaea149ea01a5d59096961ea164d30ab35a/hardware.csv",
        "sha256": "8b33be75be74bc0f491bd859a315ebaea149ea01a5d59096961ea164d30ab35a"
      },
      "worker.log": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/f80a8bd5c6cfa17ff5b17be2400b9eb233cdb0fd4758e8986f07198b562702b5/worker.log",
        "sha256": "f80a8bd5c6cfa17ff5b17be2400b9eb233cdb0fd4758e8986f07198b562702b5"
      },
      "exit-code": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/5feceb66ffc86f38d952786c6d696c79c2dbc239dd4e91b46729d73a27fb57e9/exit-code",
        "sha256": "5feceb66ffc86f38d952786c6d696c79c2dbc239dd4e91b46729d73a27fb57e9"
      }
    },
    {
      "job": {
        "model_id": "matrix-game3-distilled",
        "case_partition": [
          0,
          16
        ]
      },
      "cost": {
        "job": "games-return-v1-mg3-distilled-0-20261016",
        "gpu": "NVIDIA H100 80GB HBM3",
        "hourly_usd": 3.99,
        "estimated_compute_usd": 3.072412680844466,
        "status": "deleted"
      },
      "package_manifest": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/5e66e3fd1491ea7a2faa678b9f484aff6f7642d2a1816e2e4485cd0e18b290ba/package-manifest.json",
        "sha256": "5e66e3fd1491ea7a2faa678b9f484aff6f7642d2a1816e2e4485cd0e18b290ba"
      },
      "host_observation": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/4161a6e6f51d76347a60ba48d7131c957842f1c470db38133a1e133b866d6ebe/host-observation.json",
        "sha256": "4161a6e6f51d76347a60ba48d7131c957842f1c470db38133a1e133b866d6ebe"
      },
      "environment.txt": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/b1c77a38c0b8624a48b0d122beebf7d33b2c864b44c942317a20b950131dadee/environment.txt",
        "sha256": "b1c77a38c0b8624a48b0d122beebf7d33b2c864b44c942317a20b950131dadee"
      },
      "hardware.csv": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/8b33be75be74bc0f491bd859a315ebaea149ea01a5d59096961ea164d30ab35a/hardware.csv",
        "sha256": "8b33be75be74bc0f491bd859a315ebaea149ea01a5d59096961ea164d30ab35a"
      },
      "worker.log": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/185a50763b1e5c4381c33ec6996cf6cf9e9efb957c6154984a090385e83e6de5/worker.log",
        "sha256": "185a50763b1e5c4381c33ec6996cf6cf9e9efb957c6154984a090385e83e6de5"
      },
      "exit-code": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/5feceb66ffc86f38d952786c6d696c79c2dbc239dd4e91b46729d73a27fb57e9/exit-code",
        "sha256": "5feceb66ffc86f38d952786c6d696c79c2dbc239dd4e91b46729d73a27fb57e9"
      }
    },
    {
      "job": {
        "model_id": "matrix-game2-universal",
        "case_partition": [
          0,
          16
        ]
      },
      "cost": {
        "job": "games-return-v1-mg2-universal-0-20261016",
        "gpu": "NVIDIA H100 80GB HBM3",
        "hourly_usd": 3.99,
        "estimated_compute_usd": 1.8736462119678658,
        "status": "deleted"
      },
      "package_manifest": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/c58ad5b3489e47c035dfb8bc24e1a7f9bc9f630a2c4e4a8412f4b926b0dbefc8/package-manifest.json",
        "sha256": "c58ad5b3489e47c035dfb8bc24e1a7f9bc9f630a2c4e4a8412f4b926b0dbefc8"
      },
      "host_observation": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/44e50e5dba2b9b2437da11f95ada42f569c7abfb98c6bdface74a689a5341c99/host-observation.json",
        "sha256": "44e50e5dba2b9b2437da11f95ada42f569c7abfb98c6bdface74a689a5341c99"
      },
      "environment.txt": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/48a51e176abd1caeed10e6adaa32cb72551dccf41af15ff06c2ff049f85d3915/environment.txt",
        "sha256": "48a51e176abd1caeed10e6adaa32cb72551dccf41af15ff06c2ff049f85d3915"
      },
      "hardware.csv": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/0907b3f6eb10d824151055e4338ded46f68a57a75f61814e48d967eb023c2c49/hardware.csv",
        "sha256": "0907b3f6eb10d824151055e4338ded46f68a57a75f61814e48d967eb023c2c49"
      },
      "worker.log": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/fd7d742e278470b980e4ae48844070a5a221a9978b0f083bcc5c5cca6eec0cd6/worker.log",
        "sha256": "fd7d742e278470b980e4ae48844070a5a221a9978b0f083bcc5c5cca6eec0cd6"
      },
      "exit-code": {
        "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/5feceb66ffc86f38d952786c6d696c79c2dbc239dd4e91b46729d73a27fb57e9/exit-code",
        "sha256": "5feceb66ffc86f38d952786c6d696c79c2dbc239dd4e91b46729d73a27fb57e9"
      }
    }
  ],
  "costs": [
    {
      "job": "games-return-v1-mg3-base-2-20261016",
      "gpu": "NVIDIA H100 80GB HBM3",
      "hourly_usd": 3.99,
      "estimated_compute_usd": 0.08124681055347126,
      "status": "deleted",
      "classification": "Dependency installation failure before any model attempt"
    },
    {
      "job": "games-return-v1-mg3-base-0-20261016",
      "gpu": "NVIDIA H100 80GB HBM3",
      "hourly_usd": 3.99,
      "estimated_compute_usd": 9.92649826393525,
      "status": "deleted"
    },
    {
      "job": "games-return-v1-mg3-base-1-20261016",
      "gpu": "NVIDIA H100 80GB HBM3",
      "hourly_usd": 3.99,
      "estimated_compute_usd": 10.731064549082518,
      "status": "deleted"
    },
    {
      "job": "games-return-v1-mg3-base-2-20261016-setup-recovery",
      "gpu": "NVIDIA H100 80GB HBM3",
      "hourly_usd": 3.99,
      "estimated_compute_usd": 10.398498217999936,
      "status": "deleted"
    },
    {
      "job": "games-return-v1-mg3-base-3-20261016",
      "gpu": "NVIDIA H100 80GB HBM3",
      "hourly_usd": 3.99,
      "estimated_compute_usd": 10.98531269713839,
      "status": "deleted"
    },
    {
      "job": "games-return-v1-mg3-distilled-0-20261016",
      "gpu": "NVIDIA H100 80GB HBM3",
      "hourly_usd": 3.99,
      "estimated_compute_usd": 3.072412680844466,
      "status": "deleted"
    },
    {
      "job": "games-return-v1-mg2-universal-0-20261016",
      "gpu": "NVIDIA H100 80GB HBM3",
      "hourly_usd": 3.99,
      "estimated_compute_usd": 1.8736462119678658,
      "status": "deleted"
    },
    {
      "job": "games-matrix2-native-probe-20261015",
      "gpu": "NVIDIA A100-SXM4-80GB",
      "hourly_usd": 1.79,
      "estimated_compute_usd": 0.2406042237493727,
      "status": "deleted"
    },
    {
      "job": "games-native-probe-20261015",
      "gpu": "NVIDIA A100 80GB PCIe",
      "hourly_usd": 1.79,
      "estimated_compute_usd": 0.4053353964891699,
      "status": "deleted"
    },
    {
      "job": "games-native-probe-flash2-20261015",
      "gpu": "NVIDIA A100-SXM4-80GB",
      "hourly_usd": 1.79,
      "estimated_compute_usd": 0.19096094542278183,
      "status": "deleted"
    },
    {
      "job": "games-native-probe-flash2-bounded-20261015",
      "gpu": "NVIDIA A100-SXM4-80GB",
      "hourly_usd": 1.79,
      "estimated_compute_usd": 1.4149190033965642,
      "status": "deleted"
    },
    {
      "job": "games-native-probe-retry-20261015",
      "gpu": "NVIDIA A100 80GB PCIe",
      "hourly_usd": 1.79,
      "estimated_compute_usd": 0.4977115679436259,
      "status": "deleted"
    },
    {
      "job": "games-native-probe-torch28-20261016",
      "gpu": "NVIDIA A100-SXM4-80GB",
      "hourly_usd": 1.79,
      "estimated_compute_usd": 1.0116441128936078,
      "status": "deleted"
    }
  ],
  "visual_spot_checks": [
    {
      "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/d584779aaa89d3de619e79a024445f9e3ce0f027a419f8d0c9950fb08a181acc/games-mg2-visual-review-v1.json",
      "sha256": "d584779aaa89d3de619e79a024445f9e3ce0f027a419f8d0c9950fb08a181acc"
    },
    {
      "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/576bd426c8fb65f86e54ff4180dcc65f88cb965b283dd49d06b310245f6c20ef/games-mg3-distilled-visual-review-v1.json",
      "sha256": "576bd426c8fb65f86e54ff4180dcc65f88cb965b283dd49d06b310245f6c20ef"
    },
    {
      "url": "https://rather-media-143952026851-us-west-2.s3.us-west-2.amazonaws.com/public/studies/assets/b78365d75bb04abe63ad80f5f9384364cf5e8f576b20247577c9a9aa2149f27c/games-mg3-base-visual-review-v1.json",
      "sha256": "b78365d75bb04abe63ad80f5f9384364cf5e8f576b20247577c9a9aa2149f27c"
    }
  ],
  "visual_review_scope": "Agent inspection of fixed frame strips in preselected first-seed cases. Not independent human validation, no score overrides and no selection of published examples by appearance.",
  "basis": "Rented wall time times recorded rate, including setup, failed probes and cancelled compilation. Excludes storage, egress, tax, local CPU scoring and account discounts."
}