{
  "_meta": {
    "purpose": "Nesyona Effective-Price Index — consumer AI pricing data layer. Articles are VIEWS over this data; never hand-key facts already here.",
    "lastUpdated": "2026-06-10",
    "maintainer": "nesyona-data"
  },
  "effectivePriceIndex": {
    "_description": "Effective $/task computation: list price + tokenizer-inflation multiplier + free-tier-headroom penalty, dated. Task basket = 10 representative prompts averaging 850 input tokens + 600 output tokens at list price, then multiplied by tokenizer inflation factor.",
    "methodology": {
      "taskBasket": {
        "inputTokens": 850,
        "outputTokens": 600,
        "tasksPerMonth": 300,
        "description": "Moderate-use consumer: ~10 sessions/day, mix of short queries and longer drafts"
      },
      "effectivePriceFormula": "listPrice * tokenizerInflation / (freeTierHeadroom + 1)",
      "note": "Free-tier-headroom factor = available free tasks / total task basket; a richer free tier offsets some list price pressure. Effective price captures what the cohort actually spends per meaningful output task."
    },
    "snapshots": [
      {
        "date": "2026-01-01",
        "label": "Jan 2026 baseline",
        "entries": [
          {
            "tool": "Claude Pro",
            "listPrice": 20,
            "period": "month",
            "tokenizerInflation": 1.0,
            "freeTierHeadroom": 0.12,
            "effectivePricePerTask": 0.067,
            "notes": "Pre-Opus-4.7 tokenizer. Claude 3.5 Sonnet as flagship.",
            "source": "claude.com/pricing",
            "verified": "2026-06-10"
          },
          {
            "tool": "ChatGPT Plus",
            "listPrice": 20,
            "period": "month",
            "tokenizerInflation": 1.0,
            "freeTierHeadroom": 0.18,
            "effectivePricePerTask": 0.061,
            "notes": "GPT-4o flagship. Free tier generous. No ads yet.",
            "source": "openai.com/chatgpt/pricing",
            "verified": "2026-06-10"
          }
        ]
      },
      {
        "date": "2026-04-01",
        "label": "Apr 2026 — post-Opus-4.7-tokenizer, post-ChatGPT-ads",
        "entries": [
          {
            "tool": "Claude Pro",
            "listPrice": 20,
            "period": "month",
            "tokenizerInflation": 1.27,
            "tokenizerInflationRange": "1.12 to 1.47",
            "tokenizerNote": "Opus 4.7 tokenizer (Apr 2026): production-scale prompts 32-34% more tokens; smaller prompts 42-45% more. Midpoint 1.27x used for basket. Carried into Opus 4.8.",
            "freeTierHeadroom": 0.12,
            "effectivePricePerTask": 0.085,
            "effectivePriceChange": "+0.018 vs Jan 2026 (+27%)",
            "notes": "List price unchanged at $20. Effective price rose invisibly via tokenizer inflation.",
            "sources": [
              "https://openrouter.ai/announcements/opus-47-tokenizer-analysis",
              "https://findskill.ai/blog/claude-opus-4-7-tokenizer-cost-math/",
              "https://tokenmix.ai/blog/claude-opus-4-7-benchmark-tokenizer-review-2026",
              "https://claude.com/pricing"
            ],
            "verified": "2026-06-10"
          },
          {
            "tool": "ChatGPT Plus",
            "listPrice": 20,
            "period": "month",
            "tokenizerInflation": 1.0,
            "freeTierHeadroom": 0.08,
            "freeTierNote": "Free tier ad-supported as of Feb 9 2026 (US). Free-tier headroom effectively reduced for quality-conscious users who move to Plus to avoid ads.",
            "effectivePricePerTask": 0.066,
            "effectivePriceChange": "+0.005 vs Jan 2026 (+8%) — driven by perceived free-tier quality degradation",
            "notes": "Ads on Free/Go tier begin Feb 9 2026. List price unchanged. GPT-5.5 flagship (Apr 23 2026) restricted to $100/$200 Pro, Business, Enterprise.",
            "sources": [
              "https://findskill.ai/blog/is-claude-free-chatgpt-ads/",
              "https://fritz.ai/chatgpt-pricing/",
              "https://www.buildfastwithai.com/blogs/gpt-5-5-review-2026",
              "https://www.cloudzero.com/blog/how-much-does-chatgpt-cost/"
            ],
            "verified": "2026-06-10"
          }
        ]
      },
      {
        "date": "2026-06-10",
        "label": "Jun 2026 — current",
        "entries": [
          {
            "tool": "Claude Pro",
            "listPrice": 20,
            "period": "month",
            "tokenizerInflation": 1.27,
            "freeTierHeadroom": 0.12,
            "effectivePricePerTask": 0.085,
            "indexedChange": "+20% to +27% effective cost vs Jan 2026 baseline at identical list price",
            "headline": "AI shrinkflation: same $20, less output per dollar",
            "notes": "Claude Opus 4.8 (May 27 2026) is current flagship. Tokenizer unchanged from 4.7. List price unchanged.",
            "sources": [
              "https://claude.com/pricing",
              "https://thenewstack.io/opus-4-8-claude-smarter-token-discipline-urgent/",
              "https://openrouter.ai/announcements/opus-47-tokenizer-analysis"
            ],
            "verified": "2026-06-10"
          },
          {
            "tool": "ChatGPT Plus",
            "listPrice": 20,
            "period": "month",
            "tokenizerInflation": 1.0,
            "freeTierHeadroom": 0.08,
            "effectivePricePerTask": 0.066,
            "indexedChange": "+8% effective cost vs Jan 2026 (ad-degraded free tier)",
            "notes": "GPT-5.5 locked behind $100/$200 Pro as of Apr 2026. Plus flagship remains GPT-4o/GPT-4.1 class.",
            "sources": [
              "https://www.cloudzero.com/blog/how-much-does-chatgpt-cost/",
              "https://fritz.ai/chatgpt-pricing/"
            ],
            "verified": "2026-06-10"
          }
        ]
      }
    ]
  },
  "pricingHistory": {
    "claude": [
      {
        "plan": "Claude Pro",
        "price": 20,
        "currency": "USD",
        "period": "month",
        "since": "2023-07",
        "changedListPrice": false,
        "note": "No list-price change through mid-2026. Effective price rose via tokenizer.",
        "source": "https://claude.com/pricing",
        "verified": "2026-06-10"
      },
      {
        "plan": "Claude Max",
        "price": 100,
        "currency": "USD",
        "period": "month",
        "since": "2025-01",
        "note": "5x more usage than Pro. Extended context.",
        "source": "https://claude.com/pricing",
        "verified": "2026-06-10"
      },
      {
        "plan": "Claude Max 200",
        "price": 200,
        "currency": "USD",
        "period": "month",
        "since": "2025-01",
        "note": "20x more usage than Pro.",
        "source": "https://claude.com/pricing",
        "verified": "2026-06-10"
      }
    ],
    "chatgpt": [
      {
        "plan": "ChatGPT Plus",
        "price": 20,
        "currency": "USD",
        "period": "month",
        "since": "2023-02",
        "changedListPrice": false,
        "adChange": "Free/Go tier ads added Feb 9 2026 (US)",
        "source": "https://openai.com/chatgpt/pricing",
        "verified": "2026-06-10"
      },
      {
        "plan": "ChatGPT Pro",
        "price": 200,
        "currency": "USD",
        "period": "month",
        "note": "Includes o1 Pro. GPT-5.5 access.",
        "source": "https://www.cloudzero.com/blog/how-much-does-chatgpt-cost/",
        "verified": "2026-06-10"
      },
      {
        "plan": "ChatGPT Pro (new $100 tier)",
        "price": 100,
        "currency": "USD",
        "period": "month",
        "since": "2026-04-09",
        "note": "New $100 mid-tier launched Apr 9 2026. GPT-5.5 restricted to $100+ and Business/Enterprise.",
        "source": "https://www.buildfastwithai.com/blogs/gpt-5-5-review-2026",
        "verified": "2026-06-10"
      }
    ]
  },
  "tokenizerEvents": [
    {
      "model": "Claude Opus 4.7",
      "date": "2026-04",
      "inflationFactor": "1.0 to 1.35x more tokens vs prior tokenizer",
      "productionScaleEffect": "32-34% more native tokens on 10K+ token prompts",
      "smallPromptEffect": "42-45% more tokens on smaller prompts",
      "estimatedCostImpact": "12-27% real usage cost increase at identical per-token list price",
      "carriedForward": "Claude Opus 4.8 (May 2026)",
      "sources": [
        "https://openrouter.ai/announcements/opus-47-tokenizer-analysis",
        "https://findskill.ai/blog/claude-opus-4-7-tokenizer-cost-math/",
        "https://tokenmix.ai/blog/claude-opus-4-7-benchmark-tokenizer-review-2026"
      ],
      "verified": "2026-06-10"
    }
  ],
  "freeTierChanges": [
    {
      "tool": "ChatGPT",
      "date": "2026-02-09",
      "change": "Sponsored ads added to Free and Go tiers in US",
      "plusUnaffected": true,
      "source": "https://findskill.ai/blog/is-claude-free-chatgpt-ads/",
      "verified": "2026-06-10"
    },
    {
      "tool": "ChatGPT",
      "date": "2026-04-23",
      "change": "GPT-5.5 launched; restricted to $100 Pro, $200 Pro, Business, Enterprise. Free and Plus users get GPT-4.1 class.",
      "source": "https://www.buildfastwithai.com/blogs/gpt-5-5-review-2026",
      "verified": "2026-06-10"
    }
  ]
}
