gpt-5.6-luna @ medium · codex-oauth

codex-oauthmedium

config: gpt-5.6-luna-eff-medium--cli--codex-oauth--dev
batch: 2026-07-19--unified
transport: codex-cli-oauth-chatgpt
protocol: cli · plan
served model: gpt-5.6-luna
captured: Jul 18, 2026, 11:54 AM · N=2

variant

live

slot 0 · P-q · sandboxed iframe

gpt-5.6-luna @medium · codex-oauth P-q slot 0 screenshot

The screenshot is the exact frozen pixels the similarity channels measured. Run live re-executes the raw output in a sandboxed iframe; its rendering depends on your browser and fonts and is not guaranteed to match the measured pixels.

similarity neighbors

nearest

gpt-5.6-luna @high · kiro0.73 north-mini-code-free · api0.63 gpt-5.5 @low · codex-oauth0.61 gpt-5.6-terra @medium · kiro0.58 qwen3.6-plus · go0.58

farthest

gpt-5.6-luna @xhigh · kiro0.38 gemini-3.5-flash @low · api0.38 claude-sonnet-4-6 @max · kiro0.38 claude-opus-4-7 @low · kiro0.38 minimax-m2.7 · opencode0.39

within session 2026-07-19--unified

similarity measures convergence within this session — not quality.

Fidelity — does the card show the right data?

namematch
conditionmatch
datematch
max tempmatchshown: 25
min tempmatchshown: 16
hourlymatchcoverage 12/24 · 12 match · 0 mismatch · 12 not shown
request sidematch0 violation(s)

extractor fidelity-extractor-v1+Berlin-2026-07-15

Source — raw model output, one byte unchanged

download card.html

<!DOCTYPE html>
<html lang="en">
<head>
  <meta charset="UTF-8" />
  <meta name="viewport" content="width=device-width, initial-scale=1.0" />
  <title>Weather Card</title>
  <style>
    :root {
      --ink: #10233f;
      --muted: #6e7c91;
      --line: rgba(16, 35, 63, .1);
      --blue: #2864d7;
      --blue-deep: #1744a3;
      --sky: #dceeff;
      --panel: rgba(255, 255, 255, .72);
      --shadow: 0 28px 70px rgba(45, 77, 118, .17);
    }

    * { box-sizing: border-box; }

    body {
      margin: 0;
      min-width: 1100px;
      min-height: 800px;
      color: var(--ink);
      font-family: Inter, ui-sans-serif, system-ui, -apple-system, BlinkMacSystemFont, "Segoe UI", sans-serif;
      background:
        radial-gradient(circle at 82% 12%, rgba(255,255,255,.95) 0 6%, transparent 28%),
        linear-gradient(135deg, #f6fbff 0%, #e8f3ff 49%, #c9e2fb 100%);
    }

    .page {
      width: 100%;
      min-height: 800px;
      padding: 54px 74px;
      position: relative;
      overflow: hidden;
    }

    .page::before,
    .page::after {
      content: "";
      position: absolute;
      border-radius: 50%;
      pointer-events: none;
      filter: blur(1px);
    }

    .page::before {
      width: 420px;
      height: 420px;
      right: -150px;
      bottom: -190px;
      background: rgba(255,255,255,.3);
    }

    .page::after {
      width: 180px;
      height: 180px;
      left: -80px;
      top: 210px;
      background: rgba(255,255,255,.34);
    }

    .shell {
      width: 100%;
      max-width: 1132px;
      margin: 0 auto;
      position: relative;
      z-index: 1;
    }

    .topbar {
      display: flex;
      align-items: center;
      justify-content: space-between;
      margin-bottom: 28px;
    }

    .brand {
      display: flex;
      align-items: center;
      gap: 12px;
      color: var(--ink);
      font-weight: 760;
      letter-spacing: -.03em;
      font-size: 18px;
    }

    .brand-mark {
      width: 35px;
      height: 35px;
      border-radius: 12px;
      display: grid;
      place-items: center;
      color: white;
      background: linear-gradient(145deg, #4c92f4, #2456c5);
      box-shadow: 0 8px 18px rgba(40,100,215,.26);
    }

    .brand-mark svg { width: 21px; height: 21px; }

    .updated {
      color: var(--muted);
      font-size: 12px;
      font-weight: 650;
      letter-spacing: .04em;
      text-transform: uppercase;
    }

    .card {
      min-height: 646px;
      padding: 37px 39px 31px;
      border: 1px solid rgba(255,255,255,.8);
      border-radius: 31px;
      background: var(--panel);
      box-shadow: var(--shadow);
      backdrop-filter: blur(18px);
    }

    .card-header {
      display: flex;
      justify-content: space-between;
      align-items: flex-start;
      margin-bottom: 34px;
    }

    .eyebrow {
      margin: 0 0 11px;
      color: var(--blue);
      font-size: 11px;
      font-weight: 800;
      letter-spacing: .16em;
      text-transform: uppercase;
    }

    h1 {
      margin: 0;
      font-size: 38px;
      line-height: 1.08;
      letter-spacing: -.055em;
      font-weight: 760;
    }

    .date {
      margin-top: 9px;
      color: var(--muted);
      font-size: 15px;
      font-weight: 520;
    }

    .unit {
      padding: 10px 14px;
      border: 1px solid var(--line);
      border-radius: 13px;
      color: var(--blue-deep);
      background: rgba(255,255,255,.56);
      font-size: 12px;
      font-weight: 800;
      letter-spacing: .09em;
      text-transform: uppercase;
    }

    .summary {
      min-height: 217px;
      display: grid;
      grid-template-columns: 1.12fr .88fr;
      gap: 30px;
      margin-bottom: 26px;
      padding: 30px 31px;
      border-radius: 24px;
      color: white;
      overflow: hidden;
      position: relative;
      background:
        radial-gradient(circle at 86% 16%, rgba(255,255,255,.22), transparent 30%),
        linear-gradient(120deg, #3477e2, #17469e);
      box-shadow: 0 16px 32px rgba(33, 84, 177, .2);
    }

    .summary::after {
      content: "";
      width: 310px;
      height: 310px;
      position: absolute;
      right: -86px;
      bottom: -205px;
      border: 1px solid rgba(255,255,255,.16);
      border-radius: 50%;
      box-shadow: 0 0 0 25px rgba(255,255,255,.035), 0 0 0 55px rgba(255,255,255,.025);
    }

    .condition-wrap {
      display: flex;
      align-items: center;
      gap: 23px;
      position: relative;
      z-index: 1;
    }

    .weather-icon {
      width: 104px;
      height: 104px;
      display: grid;
      place-items: center;
      border-radius: 27px;
      background: rgba(255,255,255,.14);
      border: 1px solid rgba(255,255,255,.18);
    }

    .weather-icon svg { width: 77px; height: 77px; }

    .condition {
      margin: 0 0 8px;
      font-size: 23px;
      font-weight: 730;
      letter-spacing: -.035em;
    }

    .range {
      margin: 0;
      color: rgba(255,255,255,.74);
      font-size: 14px;
    }

    .temperature {
      display: flex;
      align-items: center;
      justify-content: flex-end;
      position: relative;
      z-index: 1;
    }

    .temperature strong {
      font-size: 90px;
      line-height: .9;
      letter-spacing: -.09em;
      font-weight: 740;
    }

    .temperature span {
      align-self: flex-start;
      margin: 4px 0 0 7px;
      color: rgba(255,255,255,.8);
      font-size: 29px;
      font-weight: 550;
    }

    .section-label {
      margin: 0 0 15px;
      color: var(--muted);
      font-size: 11px;
      font-weight: 800;
      letter-spacing: .14em;
      text-transform: uppercase;
    }

    .hourly {
      padding-top: 2px;
    }

    .hourly-grid {
      display: grid;
      grid-template-columns: repeat(12, 1fr);
      gap: 9px;
      height: 170px;
    }

    .hour {
      display: flex;
      flex-direction: column;
      align-items: center;
      justify-content: space-between;
      padding: 14px 6px 13px;
      border: 1px solid var(--line);
      border-radius: 16px;
      background: rgba(255,255,255,.45);
      transition: transform .2s ease, background .2s ease;
    }

    .hour:hover {
      transform: translateY(-4px);
      background: rgba(255,255,255,.88);
    }

    .hour time {
      color: var(--muted);
      font-size: 11px;
      font-weight: 700;
    }

    .hour svg {
      width: 23px;
      height: 23px;
      color: var(--blue);
      opacity: .9;
    }

    .hour b {
      font-size: 14px;
      letter-spacing: -.03em;
    }

    .footer {
      display: flex;
      justify-content: space-between;
      align-items: center;
      margin-top: 24px;
      padding-top: 19px;
      border-top: 1px solid var(--line);
      color: var(--muted);
      font-size: 11px;
      font-weight: 600;
    }

    .footer span:last-child {
      color: #8795a8;
    }

    .state {
      min-height: 430px;
      display: grid;
      place-items: center;
      color: var(--muted);
      font-size: 15px;
      font-weight: 650;
      text-align: center;
    }

    .error {
      color: #a04444;
    }

    @media (max-width: 1160px) {
      .page { padding-left: 35px; padding-right: 35px; }
      .hourly-grid { gap: 6px; }
    }
  </style>
</head>
<body>
  <main class="page">
    <div class="shell">
      <div class="topbar">
        <div class="brand">
          <div class="brand-mark" aria-hidden="true">
            <svg viewBox="0 0 24 24" fill="none">
              <path d="M12 3v2M12 19v2M4.93 4.93l1.42 1.42M17.65 17.65l1.42 1.42M3 12h2M19 12h2M4.93 19.07l1.42-1.42M17.65 6.35l1.42-1.42" stroke="currentColor" stroke-width="1.8" stroke-linecap="round"/>
              <circle cx="12" cy="12" r="4.2" fill="currentColor"/>
            </svg>
          </div>
          <span>Atmos</span>
        </div>
        <div class="updated">Live conditions · UTC</div>
      </div>

      <section class="card" id="app">
        <div class="state">Loading weather data…</div>
      </section>
    </div>
  </main>

  <script>
    (() => {
      const params = new URLSearchParams(location.search);
      const lat = Number(params.get("lat") || 52.52);
      const lon = Number(params.get("lon") || 13.405);
      const name = params.get("name") || "Berlin";

      const utcToday = new Date().toISOString().slice(0, 10);
      const requestedDate = /^\d{4}-\d{2}-\d{2}$/.test(params.get("date") || "")
        ? params.get("date")
        : utcToday;

      const weatherDescriptions = {
        0: ["Clear sky", "sun"],
        1: ["Mainly clear", "sun"],
        2: ["Partly cloudy", "cloud-sun"],
        3: ["Overcast", "cloud"],
        45: ["Foggy", "fog"],
        48: ["Rime fog", "fog"],
        51: ["Light drizzle", "rain"],
        53: ["Drizzle", "rain"],
        55: ["Heavy drizzle", "rain"],
        56: ["Freezing drizzle", "rain"],
        57: ["Freezing drizzle", "rain"],
        61: ["Light rain", "rain"],
        63: ["Rain", "rain"],
        65: ["Heavy rain", "rain"],
        66: ["Freezing rain", "rain"],
        67: ["Freezing rain", "rain"],
        71: ["Light snow", "snow"],
        73: ["Snow", "snow"],
        75: ["Heavy snow", "snow"],
        77: ["Snow grains", "snow"],
        80: ["Rain showers", "rain"],
        81: ["Rain showers", "rain"],
        82: ["Heavy showers", "rain"],
        85: ["Snow showers", "snow"],
        86: ["Snow showers", "snow"],
        95: ["Thunderstorm", "storm"],
        96: ["Thunderstorm", "storm"],
        99: ["Thunderstorm", "storm"]
      };

      const icon = type => {
        const common = 'viewBox="0 0 64 64" fill="none" stroke="currentColor" stroke-linecap="round" stroke-linejoin="round"';
        if (type === "sun") return `<svg ${common}><circle cx="32" cy="31" r="11" fill="currentColor" stroke="none"/><path d="M32 8v7M32 49v7M9 31h7M48 31h7M15.7 14.7l5 5M43.3 42.3l5 5M15.7 47.3l5-5M43.3 19.7l5-5" stroke-width="3.5"/></svg>`;
        if (type === "cloud") return `<svg ${common}><path d="M18 48h29a10 10 0 0 0 1-20 16 16 0 0 0-30-1A11 11 0 0 0 18 48Z" fill="rgba(255,255,255,.3)" stroke="currentColor" stroke-width="3"/></svg>`;
        if (type === "cloud-sun") return `<svg ${common}><circle cx="39" cy="21" r="9" fill="#ffd76a" stroke="none"/><path d="M39 7v5M39 30v5M25 21h5M48 21h5M29.1 11.1l3.5 3.5M45.4 27.4l3.5 3.5" stroke="#ffd76a" stroke-width="2.5"/><path d="M16 49h30a9 9 0 0 0 1-18 14 14 0 0 0-27-1A10 10 0 0 0 16 49Z" fill="rgba(255,255,255,.28)" stroke="currentColor" stroke-width="3"/></svg>`;
        if (type === "fog") return `<svg ${common}><path d="M15 24h34M10 33h44M16 42h32" stroke-width="4"/></svg>`;
        if (type === "snow") return `<svg ${common}><path d="M32 12v32M18 20l28 16M46 20 18 36M24 12l8 8 8-8M24 52l8-8 8 8" stroke-width="3"/><circle cx="32" cy="28" r="2.5" fill="currentColor" stroke="none"/></svg>`;
        if (type === "storm") return `<svg ${common}><path d="M17 39h29a10 10 0 0 0 1-20 16 16 0 0 0-30-1A11 11 0 0 0 17 39Z" fill="rgba(255,255,255,.25)" stroke-width="3"/><path d="m34 38-8 13h8l-3 9 10-15h-8l5-7Z" fill="#ffd76a" stroke="#ffd76a" stroke-width="2"/></svg>`;
        return `<svg ${common}><circle cx="32" cy="32" r="10" stroke-width="3"/></svg>`;
      };

      const formatDate = value => new Intl.DateTimeFormat("en", {
        weekday: "long", month: "long", day: "numeric", year: "numeric", timeZone: "UTC"
      }).format(new Date(`${value}T00:00:00Z`));

      const app = document.getElementById("app");

      async function load() {
        if (!Number.isFinite(lat) || !Number.isFinite(lon)) throw new Error("Invalid location.");
        const endpoint = requestedDate < utcToday ? "/api/om/archive" : "/api/om/forecast";
        const query = new URLSearchParams({
          latitude: lat,
          longitude: lon,
          daily: "temperature_2m_max,temperature_2m_min,weather_code",
          hourly: "temperature_2m",
          timezone: "UTC",
          temperature_unit: "celsius",
          start_date: requestedDate,
          end_date: requestedDate
        });
        const response = await fetch(`${endpoint}?${query.toString()}`, { headers: { Accept: "application/json" } });
        if (!response.ok) throw new Error("Weather request failed.");
        const data = await response.json();

        const daily = data.daily || {};
        const hourly = data.hourly || {};
        const code = Number(daily.weather_code?.[0]);
        const [description, iconType] = weatherDescriptions[code] || ["Conditions unavailable", "cloud"];
        const max = Number(daily.temperature_2m_max?.[0]);
        const min = Number(daily.temperature_2m_min?.[0]);
        if (!Number.isFinite(max) || !Number.isFinite(min)) throw new Error("Weather data is unavailable.");

        const rows = (hourly.time || []).map((time, i) => ({
          time,
          temp: Number(hourly.temperature_2m?.[i])
        })).filter(row => Number.isFinite(row.temp));

        app.innerHTML = `
          <header class="card-header">
            <div>
              <p class="eyebrow">Daily forecast</p>
              <h1>${escapeHtml(name)}</h1>
              <div class="date">${formatDate(requestedDate)}</div>
            </div>
            <div class="unit">° Celsius</div>
          </header>

          <section class="summary">
            <div class="condition-wrap">
              <div class="weather-icon" aria-hidden="true">${icon(iconType)}</div>
              <div>
                <p class="condition">${escapeHtml(description)}</p>
                <p class="range">High ${Math.round(max)}° · Low ${Math.round(min)}°</p>
              </div>
            </div>
            <div class="temperature">
              <strong>${Math.round(max)}</strong><span>°C</span>
            </div>
          </section>

          <section class="hourly">
            <p class="section-label">Hourly temperature</p>
            <div class="hourly-grid">
              ${rows.slice(0, 12).map(row => `
                <div class="hour">
                  <time>${new Intl.DateTimeFormat("en", { hour: "numeric", timeZone: "UTC" }).format(new Date(row.time))}</time>
                  <svg viewBox="0 0 24 24" fill="none" aria-hidden="true">
                    <path d="M12 3v18M5.6 6.6l12.8 10.8M18.4 6.6 5.6 17.4" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" opacity=".55"/>
                    <circle cx="12" cy="12" r="3.3" fill="currentColor"/>
                  </svg>
                  <b>${Math.round(row.temp)}°</b>
                </div>
              `).join("")}
            </div>
          </section>

          <footer class="footer">
            <span>Hourly readings shown in UTC</span>
            <span>Open-Meteo compatible data</span>
          </footer>
        `;
      }

      function escapeHtml(value) {
        return String(value).replace(/[&<>"']/g, char => ({
          "&": "&amp;", "<": "&lt;", ">": "&gt;", '"': "&quot;", "'": "&#039;"
        }[char]));
      }

      load().catch(() => {
        app.innerHTML = `<div class="state error">Unable to load weather data.<br><small>Please check the location or try again.</small></div>`;
      });
    })();
  </script>
</body>
</html>

L1 — cheap deterministic descriptors

bytes total	15,179	html / css / js	1,004 / 7,021 / 7,154
dom nodes	20	dom depth	8
css rules	44	js present	yes
brightness	213.3	contrast	61.8
colorfulness	62.0	whitespace	76.7%

This slot's telemetry

prompt tokens	0	completion tokens	10,560
total tokens	0	wall	90.2 s
cost	—	request id	—

config.json566 B

{
  "N": 2,
  "auth": {
    "credential_ref": "WCB_NONE",
    "method": "oauth-login"
  },
  "billing": "plan",
  "config_id": "gpt-5.6-luna-eff-medium--cli--codex-oauth--dev",
  "effort": "medium",
  "family": "gpt",
  "m": {
    "min": 2,
    "q": 2
  },
  "model_id": "gpt-5.6-luna",
  "protocol": "cli",
  "served_model": "gpt-5.6-luna",
  "telemetry": {
    "completion_tokens": 34230,
    "cost_usd": null,
    "prompt_tokens": null,
    "total_tokens": null,
    "wall_ms": 307399
  },
  "transport": "codex-cli-oauth-chatgpt",
  "vendor_sanction_ref": null
}

send-log2.5 KB

{
  "N": 2,
  "batch_id": "2026-07-17--dev-codex-oauth-gpt-5.6-luna",
  "config_id": "gpt-5.6-luna-eff-medium--cli--codex-oauth--dev",
  "positions": [
    {
      "attempts": [
        {
          "attempt_index": 0,
          "backoff_ms": null,
          "charged": true,
          "ended_at": "2026-07-17T13:57:31.200044+00:00",
          "http_status": null,
          "outcome": "valid",
          "reached_model": true,
          "reason": "ok",
          "request_id": null,
          "started_at": "2026-07-17T13:56:31.882740+00:00"
        }
      ],
      "block_index": 0,
      "model_reaching_attempt_index": 0,
      "slot_index": 0,
      "terminal_state": "valid",
      "variant": "P-min"
    },
    {
      "attempts": [
        {
          "attempt_index": 0,
          "backoff_ms": null,
          "charged": true,
          "ended_at": "2026-07-17T13:59:04.505133+00:00",
          "http_status": null,
          "outcome": "valid",
          "reached_model": true,
          "reason": "ok",
          "request_id": null,
          "started_at": "2026-07-17T13:57:34.271746+00:00"
        }
      ],
      "block_index": 0,
      "model_reaching_attempt_index": 0,
      "slot_index": 0,
      "terminal_state": "valid",
      "variant": "P-q"
    },
    {
      "attempts": [
        {
          "attempt_index": 0,
          "backoff_ms": null,
          "charged": true,
          "ended_at": "2026-07-17T14:00:15.766568+00:00",
          "http_status": null,
          "outcome": "valid",
          "reached_model": true,
          "reason": "ok",
          "request_id": null,
          "started_at": "2026-07-17T13:59:07.875509+00:00"
        }
      ],
      "block_index": 1,
      "model_reaching_attempt_index": 0,
      "slot_index": 1,
      "terminal_state": "valid",
      "variant": "P-q"
    },
    {
      "attempts": [
        {
          "attempt_index": 0,
          "backoff_ms": null,
          "charged": true,
          "ended_at": "2026-07-17T14:01:49.295892+00:00",
          "http_status": null,
          "outcome": "valid",
          "reached_model": true,
          "reason": "ok",
          "request_id": null,
          "started_at": "2026-07-17T14:00:19.329778+00:00"
        }
      ],
      "block_index": 1,
      "model_reaching_attempt_index": 0,
      "slot_index": 1,
      "terminal_state": "valid",
      "variant": "P-min"
    }
  ],
  "retry_policy": {
    "max_unreachable_retries": 5,
    "rate_limit_backoff": {
      "max_attempts": 4,
      "max_total_ms": 60000
    }
  }
}