{
  "source": "CostMyAI Intelligence",
  "month": "2026-07",
  "monthLabel": "July 2026",
  "generatedAt": "2026-08-05T22:03:50.660Z",
  "trackingSince": "2026-07-31T20:55:35.47+00:00",
  "licence": "Free to reuse with attribution to CostMyAI.",
  "totals": {
    "liveModels": 306,
    "liveHosts": 70,
    "changesTotal": 21,
    "increases": 0,
    "decreases": 21,
    "newModels": 319,
    "newListings": 1134,
    "multiHostModels": 140
  },
  "figures": [
    {
      "id": "kpi-models",
      "value": "306",
      "label": "Models tracked",
      "detail": "Active entries in the live CostMyAI catalogue.",
      "tone": "brand"
    },
    {
      "id": "kpi-providers",
      "value": "70",
      "label": "Providers tracked",
      "detail": "Distinct hosts with at least one live price.",
      "tone": "brand"
    },
    {
      "id": "kpi-moves",
      "value": "21",
      "label": "Price moves in July 2026",
      "detail": "0 up, 21 down. New listings are counted separately.",
      "tone": "brand"
    },
    {
      "id": "kpi-increases",
      "value": "0",
      "label": "Price increases in July 2026",
      "detail": "Observed provider price rises recorded in the append-only ledger.",
      "tone": "up"
    },
    {
      "id": "kpi-decreases",
      "value": "21",
      "label": "Price decreases in July 2026",
      "detail": "Observed provider price cuts recorded in the append-only ledger.",
      "tone": "down"
    },
    {
      "id": "kpi-new-models",
      "value": "319",
      "label": "New models in July 2026",
      "detail": "Models seen for the first time in the catalogue this month.",
      "tone": "brand"
    },
    {
      "id": "kpi-multi-host",
      "value": "140",
      "label": "Models on 2+ providers",
      "detail": "Identical weights served by more than one real provider.",
      "tone": "brand"
    },
    {
      "id": "move-down-qwen-qwen3-30b-a3b-instruct-2507-openrouter",
      "value": "-0.0%",
      "label": "qwen/qwen3-30b-a3b-instruct-2507 at OpenRouter",
      "detail": "Price decrease recorded in July 2026. $0.048 to $0.048 per MTok in.",
      "tone": "down"
    },
    {
      "id": "move-down-qwen-qwen3-30b-a3b-instruct-2507-openrouter",
      "value": "-0.0%",
      "label": "qwen/qwen3-30b-a3b-instruct-2507 at OpenRouter",
      "detail": "Price decrease recorded in July 2026. $0.048 to $0.048 per MTok in.",
      "tone": "down"
    },
    {
      "id": "move-down-qwen-qwen3-30b-a3b-instruct-2507-openrouter",
      "value": "-0.0%",
      "label": "qwen/qwen3-30b-a3b-instruct-2507 at OpenRouter",
      "detail": "Price decrease recorded in July 2026. $0.048 to $0.048 per MTok in.",
      "tone": "down"
    },
    {
      "id": "move-down-qwen-qwen3-30b-a3b-instruct-2507-openrouter",
      "value": "-0.0%",
      "label": "qwen/qwen3-30b-a3b-instruct-2507 at OpenRouter",
      "detail": "Price decrease recorded in July 2026. $0.048 to $0.048 per MTok in.",
      "tone": "down"
    },
    {
      "id": "move-down-qwen-qwen3-30b-a3b-instruct-2507-openrouter",
      "value": "-0.0%",
      "label": "qwen/qwen3-30b-a3b-instruct-2507 at OpenRouter",
      "detail": "Price decrease recorded in July 2026. $0.048 to $0.048 per MTok in.",
      "tone": "down"
    },
    {
      "id": "repricer-openrouter",
      "value": "11",
      "label": "OpenRouter price moves",
      "detail": "11 recorded moves across 1 model.",
      "tone": "brand"
    },
    {
      "id": "repricer-siliconflow",
      "value": "10",
      "label": "SiliconFlow price moves",
      "detail": "10 recorded moves across 1 model.",
      "tone": "brand"
    },
    {
      "id": "spread-openai-gpt-5-6-luna-pro",
      "value": "+1900%",
      "label": "GPT-5.6 Luna Pro provider spread",
      "detail": "Same weights: $0.050 at OpenAI versus $1.00 at Azure, across 2 providers.",
      "tone": "up"
    },
    {
      "id": "spread-openai-gpt-5-6-luna",
      "value": "+1900%",
      "label": "GPT-5.6 Luna provider spread",
      "detail": "Same weights: $0.050 at OpenAI versus $1.00 at Azure, across 3 providers.",
      "tone": "up"
    },
    {
      "id": "spread-deepseek-deepseek-v3-2",
      "value": "+1348%",
      "label": "DeepSeek V3.2 provider spread",
      "detail": "Same weights: $0.207 at Baidu versus $3.00 at SambaNova, across 14 providers.",
      "tone": "up"
    },
    {
      "id": "spread-openai-gpt-oss-120b",
      "value": "+1067%",
      "label": "gpt-oss-120b provider spread",
      "detail": "Same weights: $0.030 at CoreWeave versus $0.350 at Cerebras, across 17 providers.",
      "tone": "up"
    },
    {
      "id": "spread-meta-llama-llama-3-1-8b-instruct",
      "value": "+1000%",
      "label": "Llama 3.1 8B Instruct provider spread",
      "detail": "Same weights: $0.020 at DeepInfra versus $0.220 at CoreWeave, across 5 providers.",
      "tone": "up"
    },
    {
      "id": "spread-google-gemma-4-31b-it",
      "value": "+1000%",
      "label": "Gemma 4 31B provider spread",
      "detail": "Same weights: $0.090 at DeepInfra versus $0.990 at Cerebras, across 16 providers.",
      "tone": "up"
    },
    {
      "id": "spread-meta-llama-llama-3-3-70b-instruct",
      "value": "+940%",
      "label": "Llama 3.3 70B Instruct provider spread",
      "detail": "Same weights: $0.100 at DeepInfra versus $1.04 at Together, across 12 providers.",
      "tone": "up"
    },
    {
      "id": "spread-gryphe-mythomax-l2-13b",
      "value": "+650%",
      "label": "MythoMax 13B provider spread",
      "detail": "Same weights: $0.060 at NextBit versus $0.450 at Mancer 2, across 4 providers.",
      "tone": "up"
    },
    {
      "id": "band-gpqa",
      "value": "$0.050",
      "label": "Cheapest model clearing gpqa",
      "detail": "GPT-5.6 Luna scores 91.10 on aa:gpqa, above the 88.16 bar (leader 94.10 minus margin 5.94).",
      "tone": "down"
    },
    {
      "id": "band-hle",
      "value": "$5.00",
      "label": "Cheapest model clearing hle",
      "detail": "Claude Opus 5 scores 52.60 on aa:hle, above the 51.75 bar (leader 53.30 minus margin 1.55).",
      "tone": "down"
    },
    {
      "id": "band-lcr",
      "value": "$0.050",
      "label": "Cheapest model clearing lcr",
      "detail": "GPT-5.6 Luna scores 74.00 on aa:lcr, above the 65.88 bar (leader 75.67 minus margin 9.79).",
      "tone": "down"
    },
    {
      "id": "band-scicode",
      "value": "$1.00",
      "label": "Cheapest model clearing scicode",
      "detail": "Gemini 3.1 Pro Preview scores 58.90 on aa:scicode, above the 54.99 bar (leader 60.20 minus margin 5.21).",
      "tone": "down"
    },
    {
      "id": "band-tau-banking",
      "value": "$0.050",
      "label": "Cheapest model clearing tau_banking",
      "detail": "GPT-5.6 Luna scores 27.22 on aa:tau_banking, above the 26.10 bar (leader 33.40 minus margin 7.30).",
      "tone": "down"
    },
    {
      "id": "band-terminalbench-v2-1",
      "value": "$0.050",
      "label": "Cheapest model clearing terminalbench_v2_1",
      "detail": "GPT-5.6 Luna scores 80.90 on aa:terminalbench_v2_1, above the 78.75 bar (leader 89.14 minus margin 10.39).",
      "tone": "down"
    }
  ]
}