{
 "metadata": {
  "name": "AI Plan Economics 2026: when a flat monthly AI plan stops being cheaper than the API",
  "description": "For each consumer AI plan whose price was read from the provider page, how many tasks of three declared sizes the same money buys at that provider's own API list prices, at a small, a middle and a flagship model. Prices are provider-stated and dated; task sizes are declared assumptions; the break-even is arithmetic, not advice.",
  "author": "Vincent Wesley Couey, Nesyona",
  "license": "CC BY 4.0",
  "doi": "10.5281/zenodo.23730057",
  "conceptDoi": "10.5281/zenodo.23730056",
  "doiNote": "doi is version 1 (28 October 2026, Zenodo). conceptDoi covers all versions and always resolves to the latest.",
  "dateModified": "2026-10-28",
  "edition": "2026-10-28",
  "method": "Plan price (plan-ladder.json, read from provider pages) divided by the cost of one task at an API reference point (cheapest, middle and highest-priced model on the provider's own pricing page, standard tier, USD per million tokens, archived with SHA-256). Break-even tasks per month = plan price / task cost; per day divides by 30. Cached input, batch discounts, tool-use fees and output-token reasoning are ignored.",
  "tasks": [
   {
    "id": "chat-answer",
    "label": "A chat answer",
    "inputTokens": 1000,
    "outputTokens": 500,
    "basis": "The reference task of the AI Token Price Decay dataset: one moderate prompt plus a half-page response."
   },
   {
    "id": "document-summary",
    "label": "A long-document summary",
    "inputTokens": 20000,
    "outputTokens": 1000,
    "basis": "A roughly 15,000-word document in, a one-page summary out. A declared assumption."
   },
   {
    "id": "coding-turn",
    "label": "A coding turn",
    "inputTokens": 8000,
    "outputTokens": 2000,
    "basis": "Code and context in, a substantial patch and explanation out. A declared assumption."
   },
   {
    "id": "chat-answer-words",
    "label": "A chat answer, sized in words",
    "wordsIn": 750,
    "wordsOut": 375,
    "basis": "The same chat answer sized in English words, converted to tokens with the MEASURED tokens per word of each model's own tokenizer (AI Tokenizer Inflation Ledger). Only providers whose tokenizer was measured have rows; output text is assumed to tokenize like input prose."
   }
  ],
  "limits": [
   "A plan is not an API. Plans bundle apps, memory, projects, tools and support, and providers cap usage in words the pages do not turn into numbers (\"5x\", \"expanded\"). The break-even says what the same money buys at list API prices, not which one to choose.",
   "Task sizes are declared assumptions. A real workload may use more input tokens (long chats resend history) or more output tokens (reasoning), and prompt caching can cut input costs a lot.",
   "Reference points are the cheapest, middle and highest-priced models on each provider's page, not a claim about which model a plan runs. Plans and their model access change.",
   "Prices were read on the dates shown, for the United States storefront, excluding tax. \"From\" prices are lower bounds.",
   "Mistral's plans are in the plan ladder but have no API price on file here, so they carry no break-even rows. Providers not read (Perplexity, xAI, Microsoft) are not covered."
  ],
  "sources": {
   "planLadder": {
    "file": "plan-ladder.json",
    "sha256": "b6a443f58cac847205e2a9b57622afbd06cddbc02320ed29fc1a903fff9d4bab",
    "read": "2026-10-26, Chrome, US storefront. Prices are as displayed on that date and region; taxes excluded; they change."
   },
   "tierStructure": {
    "file": "tier-structure.json",
    "sha256": "9140df569683dcb717205a88102f38b1ba0be9f825de78af41e04b36846e1456"
   },
   "googlePricing": {
    "file": "google-pricing.json",
    "sha256": "5fc2eab6c30219386a1f67b761f315bc8b81275a54f02509ee2bc45c178494d0"
   },
   "tierDifferentiation": {
    "file": "tier-differentiation.json",
    "sha256": "25ec7e42bafe2d3ae513d9e796028bb79e186976ec2bcd4f003c90706345817e"
   }
  },
  "parent": "Built from the AI Price Watch files (https://nesyona.com/research/ai-price-watch-2026/)."
 },
 "api": {
  "Anthropic": {
   "source": "https://platform.claude.com/docs/en/about-claude/pricing",
   "archivedSha256": "cc4da327e12785363bb17c0e8c9ee4f29d86e3a50d7b3cec1c1a073f587a1a27",
   "read": "2026-10-26T18:47:04.462Z",
   "points": {
    "small": {
     "model": "Claude Haiku 4.5",
     "input": 1,
     "output": 5
    },
    "mid": {
     "model": "Claude Sonnet 5.5",
     "input": 2,
     "output": 10
    },
    "top": {
     "model": "Claude Fable 5.1",
     "input": 10,
     "output": 50
    }
   }
  },
  "OpenAI": {
   "source": "https://developers.openai.com/api/docs/pricing",
   "archivedSha256": "cf734fcb60d01a595dd95d8d60fb9a491cc9c76d41a08ee998b7277b6de65694",
   "read": "2026-10-26T18:47:04.462Z",
   "points": {
    "small": {
     "model": "gpt-6-luna",
     "input": 0.1,
     "output": 0.5
    },
    "mid": {
     "model": "gpt-6.1-sol",
     "input": 2,
     "output": 10
    },
    "top": {
     "model": "gpt-6-astra",
     "input": 10,
     "output": 50
    }
   }
  },
  "Google": {
   "source": "https://ai.google.dev/gemini-api/docs/pricing",
   "archivedSha256": "a252aac2059e41dae423bbf04f84d0ef1cd99cba5f463ef2dd002e2f60fd5a12",
   "read": "2026-10-26T09:41:20.173Z",
   "points": {
    "small": {
     "model": "gemini-3.5-flash-lite",
     "input": 0.3,
     "output": 2.5,
     "scheduled": null
    },
    "mid": {
     "model": "gemini-3.6-flash",
     "input": 0.75,
     "output": 3.75,
     "scheduled": {
      "input": 1.5,
      "output": 7.5,
      "statedAs": "$0.75 through December 31, 2026. $1.50 starting January 1, 2027. | $3.75 through December 31, 2026. $7.50 starting January 1, 2027."
     }
    },
    "top": {
     "model": "gemini-4-argon",
     "input": 2,
     "output": 10,
     "scheduled": {
      "input": 4,
      "output": 20,
      "statedAs": "$2.00 through November 30, 2026. $4.00 starting December 1, 2026. | $10.00 through November 30, 2026. $20.00 starting December 1, 2026."
     }
    }
   }
  }
 },
 "plans": [
  {
   "provider": "OpenAI",
   "product": "ChatGPT",
   "plan": "Go",
   "usdPerMonth": 8,
   "priceKind": "displayed monthly price",
   "note": "The page states this plan may include ads.",
   "source": "https://chatgpt.com/pricing/"
  },
  {
   "provider": "OpenAI",
   "product": "ChatGPT",
   "plan": "Plus",
   "usdPerMonth": 20,
   "priceKind": "displayed monthly price",
   "note": null,
   "source": "https://chatgpt.com/pricing/"
  },
  {
   "provider": "OpenAI",
   "product": "ChatGPT",
   "plan": "Pro",
   "usdPerMonth": 100,
   "priceKind": "from (lower bound)",
   "note": "The page says Pro offers a choice of 3 usage tiers; only the starting price was read.",
   "source": "https://chatgpt.com/pricing/"
  },
  {
   "provider": "Anthropic",
   "product": "Claude",
   "plan": "Pro",
   "usdPerMonth": 20,
   "priceKind": "displayed monthly price",
   "note": "The page says $200 billed up front for the annual option.",
   "source": "https://claude.com/pricing"
  },
  {
   "provider": "Anthropic",
   "product": "Claude",
   "plan": "Max",
   "usdPerMonth": 100,
   "priceKind": "from (lower bound)",
   "note": null,
   "source": "https://claude.com/pricing"
  },
  {
   "provider": "Google",
   "product": "Gemini",
   "plan": "Google AI Plus",
   "usdPerMonth": 4.99,
   "priceKind": "displayed monthly price",
   "note": null,
   "source": "https://gemini.google/subscriptions/"
  },
  {
   "provider": "Google",
   "product": "Gemini",
   "plan": "Google AI Pro",
   "usdPerMonth": 19.99,
   "priceKind": "displayed monthly price",
   "note": "The page says AI Pro includes Gemini 4 Argon.",
   "source": "https://gemini.google/subscriptions/"
  },
  {
   "provider": "Google",
   "product": "Gemini",
   "plan": "Google AI Ultra",
   "usdPerMonth": 99.99,
   "priceKind": "displayed monthly price",
   "note": "5x higher usage limits (as stated)",
   "source": "https://gemini.google/subscriptions/"
  },
  {
   "provider": "Google",
   "product": "Gemini",
   "plan": "Google AI Ultra",
   "usdPerMonth": 199.99,
   "priceKind": "displayed monthly price",
   "note": "20x higher usage limits (as stated)",
   "source": "https://gemini.google/subscriptions/"
  },
  {
   "provider": "Mistral",
   "product": "Le Chat / Vibe",
   "plan": "Pro",
   "usdPerMonth": 14.99,
   "priceKind": "displayed monthly price",
   "note": "The page says verified students pay $5.99 per month.",
   "source": "https://mistral.ai/pricing/"
  },
  {
   "provider": "Mistral",
   "product": "Le Chat / Vibe",
   "plan": "Team",
   "usdPerMonth": 24.99,
   "priceKind": "per user",
   "note": null,
   "source": "https://mistral.ai/pricing/"
  }
 ],
 "rows": [
  {
   "inputTokens": 1000,
   "outputTokens": 500,
   "tokensPerWord": null,
   "scheduledCostPerTaskUsd": null,
   "scheduledBreakEvenTasksPerDay": null,
   "provider": "OpenAI",
   "plan": "Go",
   "planUsdPerMonth": 8,
   "priceKind": "displayed monthly price",
   "referencePoint": "small",
   "model": "gpt-6-luna",
   "apiInputPerM": 0.1,
   "apiOutputPerM": 0.5,
   "task": "chat-answer",
   "costPerTaskUsd": 0.00035,
   "breakEvenTasksPerMonth": 22857,
   "breakEvenTasksPerDay": 761.9
  },
  {
   "inputTokens": 20000,
   "outputTokens": 1000,
   "tokensPerWord": null,
   "scheduledCostPerTaskUsd": null,
   "scheduledBreakEvenTasksPerDay": null,
   "provider": "OpenAI",
   "plan": "Go",
   "planUsdPerMonth": 8,
   "priceKind": "displayed monthly price",
   "referencePoint": "small",
   "model": "gpt-6-luna",
   "apiInputPerM": 0.1,
   "apiOutputPerM": 0.5,
   "task": "document-summary",
   "costPerTaskUsd": 0.0025,
   "breakEvenTasksPerMonth": 3200,
   "breakEvenTasksPerDay": 106.7
  },
  {
   "inputTokens": 8000,
   "outputTokens": 2000,
   "tokensPerWord": null,
   "scheduledCostPerTaskUsd": null,
   "scheduledBreakEvenTasksPerDay": null,
   "provider": "OpenAI",
   "plan": "Go",
   "planUsdPerMonth": 8,
   "priceKind": "displayed monthly price",
   "referencePoint": "small",
   "model": "gpt-6-luna",
   "apiInputPerM": 0.1,
   "apiOutputPerM": 0.5,
   "task": "coding-turn",
   "costPerTaskUsd": 0.0018,
   "breakEvenTasksPerMonth": 4444,
   "breakEvenTasksPerDay": 148.1
  },
  {
   "inputTokens": 1000,
   "outputTokens": 500,
   "tokensPerWord": null,
   "scheduledCostPerTaskUsd": null,
   "scheduledBreakEvenTasksPerDay": null,
   "provider": "OpenAI",
   "plan": "Go",
   "planUsdPerMonth": 8,
   "priceKind": "displayed monthly price",
   "referencePoint": "mid",
   "model": "gpt-6.1-sol",
   "apiInputPerM": 2,
   "apiOutputPerM": 10,
   "task": "chat-answer",
   "costPerTaskUsd": 0.007,
   "breakEvenTasksPerMonth": 1142,
   "breakEvenTasksPerDay": 38.1
  },
  {
   "inputTokens": 20000,
   "outputTokens": 1000,
   "tokensPerWord": null,
   "scheduledCostPerTaskUsd": null,
   "scheduledBreakEvenTasksPerDay": null,
   "provider": "OpenAI",
   "plan": "Go",
   "planUsdPerMonth": 8,
   "priceKind": "displayed monthly price",
   "referencePoint": "mid",
   "model": "gpt-6.1-sol",
   "apiInputPerM": 2,
   "apiOutputPerM": 10,
   "task": "document-summary",
   "costPerTaskUsd": 0.05,
   "breakEvenTasksPerMonth": 160,
   "breakEvenTasksPerDay": 5.3
  },
  {
   "inputTokens": 8000,
   "outputTokens": 2000,
   "tokensPerWord": null,
   "scheduledCostPerTaskUsd": null,
   "scheduledBreakEvenTasksPerDay": null,
   "provider": "OpenAI",
   "plan": "Go",
   "planUsdPerMonth": 8,
   "priceKind": "displayed monthly price",
   "referencePoint": "mid",
   "model": "gpt-6.1-sol",
   "apiInputPerM": 2,
   "apiOutputPerM": 10,
   "task": "coding-turn",
   "costPerTaskUsd": 0.036,
   "breakEvenTasksPerMonth": 222,
   "breakEvenTasksPerDay": 7.4
  },
  {
   "inputTokens": 1000,
   "outputTokens": 500,
   "tokensPerWord": null,
   "scheduledCostPerTaskUsd": null,
   "scheduledBreakEvenTasksPerDay": null,
   "provider": "OpenAI",
   "plan": "Go",
   "planUsdPerMonth": 8,
   "priceKind": "displayed monthly price",
   "referencePoint": "top",
   "model": "gpt-6-astra",
   "apiInputPerM": 10,
   "apiOutputPerM": 50,
   "task": "chat-answer",
   "costPerTaskUsd": 0.035,
   "breakEvenTasksPerMonth": 228,
   "breakEvenTasksPerDay": 7.6
  },
  {
   "inputTokens": 20000,
   "outputTokens": 1000,
   "tokensPerWord": null,
   "scheduledCostPerTaskUsd": null,
   "scheduledBreakEvenTasksPerDay": null,
   "provider": "OpenAI",
   "plan": "Go",
   "planUsdPerMonth": 8,
   "priceKind": "displayed monthly price",
   "referencePoint": "top",
   "model": "gpt-6-astra",
   "apiInputPerM": 10,
   "apiOutputPerM": 50,
   "task": "document-summary",
   "costPerTaskUsd": 0.25,
   "breakEvenTasksPerMonth": 32,
   "breakEvenTasksPerDay": 1.1
  },
  {
   "inputTokens": 8000,
   "outputTokens": 2000,
   "tokensPerWord": null,
   "scheduledCostPerTaskUsd": null,
   "scheduledBreakEvenTasksPerDay": null,
   "provider": "OpenAI",
   "plan": "Go",
   "planUsdPerMonth": 8,
   "priceKind": "displayed monthly price",
   "referencePoint": "top",
   "model": "gpt-6-astra",
   "apiInputPerM": 10,
   "apiOutputPerM": 50,
   "task": "coding-turn",
   "costPerTaskUsd": 0.18,
   "breakEvenTasksPerMonth": 44,
   "breakEvenTasksPerDay": 1.5
  },
  {
   "inputTokens": 1000,
   "outputTokens": 500,
   "tokensPerWord": null,
   "scheduledCostPerTaskUsd": null,
   "scheduledBreakEvenTasksPerDay": null,
   "provider": "OpenAI",
   "plan": "Plus",
   "planUsdPerMonth": 20,
   "priceKind": "displayed monthly price",
   "referencePoint": "small",
   "model": "gpt-6-luna",
   "apiInputPerM": 0.1,
   "apiOutputPerM": 0.5,
   "task": "chat-answer",
   "costPerTaskUsd": 0.00035,
   "breakEvenTasksPerMonth": 57142,
   "breakEvenTasksPerDay": 1904.8
  },
  {
   "inputTokens": 20000,
   "outputTokens": 1000,
   "tokensPerWord": null,
   "scheduledCostPerTaskUsd": null,
   "scheduledBreakEvenTasksPerDay": null,
   "provider": "OpenAI",
   "plan": "Plus",
   "planUsdPerMonth": 20,
   "priceKind": "displayed monthly price",
   "referencePoint": "small",
   "model": "gpt-6-luna",
   "apiInputPerM": 0.1,
   "apiOutputPerM": 0.5,
   "task": "document-summary",
   "costPerTaskUsd": 0.0025,
   "breakEvenTasksPerMonth": 8000,
   "breakEvenTasksPerDay": 266.7
  },
  {
   "inputTokens": 8000,
   "outputTokens": 2000,
   "tokensPerWord": null,
   "scheduledCostPerTaskUsd": null,
   "scheduledBreakEvenTasksPerDay": null,
   "provider": "OpenAI",
   "plan": "Plus",
   "planUsdPerMonth": 20,
   "priceKind": "displayed monthly price",
   "referencePoint": "small",
   "model": "gpt-6-luna",
   "apiInputPerM": 0.1,
   "apiOutputPerM": 0.5,
   "task": "coding-turn",
   "costPerTaskUsd": 0.0018,
   "breakEvenTasksPerMonth": 11111,
   "breakEvenTasksPerDay": 370.4
  },
  {
   "inputTokens": 1000,
   "outputTokens": 500,
   "tokensPerWord": null,
   "scheduledCostPerTaskUsd": null,
   "scheduledBreakEvenTasksPerDay": null,
   "provider": "OpenAI",
   "plan": "Plus",
   "planUsdPerMonth": 20,
   "priceKind": "displayed monthly price",
   "referencePoint": "mid",
   "model": "gpt-6.1-sol",
   "apiInputPerM": 2,
   "apiOutputPerM": 10,
   "task": "chat-answer",
   "costPerTaskUsd": 0.007,
   "breakEvenTasksPerMonth": 2857,
   "breakEvenTasksPerDay": 95.2
  },
  {
   "inputTokens": 20000,
   "outputTokens": 1000,
   "tokensPerWord": null,
   "scheduledCostPerTaskUsd": null,
   "scheduledBreakEvenTasksPerDay": null,
   "provider": "OpenAI",
   "plan": "Plus",
   "planUsdPerMonth": 20,
   "priceKind": "displayed monthly price",
   "referencePoint": "mid",
   "model": "gpt-6.1-sol",
   "apiInputPerM": 2,
   "apiOutputPerM": 10,
   "task": "document-summary",
   "costPerTaskUsd": 0.05,
   "breakEvenTasksPerMonth": 400,
   "breakEvenTasksPerDay": 13.3
  },
  {
   "inputTokens": 8000,
   "outputTokens": 2000,
   "tokensPerWord": null,
   "scheduledCostPerTaskUsd": null,
   "scheduledBreakEvenTasksPerDay": null,
   "provider": "OpenAI",
   "plan": "Plus",
   "planUsdPerMonth": 20,
   "priceKind": "displayed monthly price",
   "referencePoint": "mid",
   "model": "gpt-6.1-sol",
   "apiInputPerM": 2,
   "apiOutputPerM": 10,
   "task": "coding-turn",
   "costPerTaskUsd": 0.036,
   "breakEvenTasksPerMonth": 555,
   "breakEvenTasksPerDay": 18.5
  },
  {
   "inputTokens": 1000,
   "outputTokens": 500,
   "tokensPerWord": null,
   "scheduledCostPerTaskUsd": null,
   "scheduledBreakEvenTasksPerDay": null,
   "provider": "OpenAI",
   "plan": "Plus",
   "planUsdPerMonth": 20,
   "priceKind": "displayed monthly price",
   "referencePoint": "top",
   "model": "gpt-6-astra",
   "apiInputPerM": 10,
   "apiOutputPerM": 50,
   "task": "chat-answer",
   "costPerTaskUsd": 0.035,
   "breakEvenTasksPerMonth": 571,
   "breakEvenTasksPerDay": 19
  },
  {
   "inputTokens": 20000,
   "outputTokens": 1000,
   "tokensPerWord": null,
   "scheduledCostPerTaskUsd": null,
   "scheduledBreakEvenTasksPerDay": null,
   "provider": "OpenAI",
   "plan": "Plus",
   "planUsdPerMonth": 20,
   "priceKind": "displayed monthly price",
   "referencePoint": "top",
   "model": "gpt-6-astra",
   "apiInputPerM": 10,
   "apiOutputPerM": 50,
   "task": "document-summary",
   "costPerTaskUsd": 0.25,
   "breakEvenTasksPerMonth": 80,
   "breakEvenTasksPerDay": 2.7
  },
  {
   "inputTokens": 8000,
   "outputTokens": 2000,
   "tokensPerWord": null,
   "scheduledCostPerTaskUsd": null,
   "scheduledBreakEvenTasksPerDay": null,
   "provider": "OpenAI",
   "plan": "Plus",
   "planUsdPerMonth": 20,
   "priceKind": "displayed monthly price",
   "referencePoint": "top",
   "model": "gpt-6-astra",
   "apiInputPerM": 10,
   "apiOutputPerM": 50,
   "task": "coding-turn",
   "costPerTaskUsd": 0.18,
   "breakEvenTasksPerMonth": 111,
   "breakEvenTasksPerDay": 3.7
  },
  {
   "inputTokens": 1000,
   "outputTokens": 500,
   "tokensPerWord": null,
   "scheduledCostPerTaskUsd": null,
   "scheduledBreakEvenTasksPerDay": null,
   "provider": "OpenAI",
   "plan": "Pro",
   "planUsdPerMonth": 100,
   "priceKind": "from (lower bound)",
   "referencePoint": "small",
   "model": "gpt-6-luna",
   "apiInputPerM": 0.1,
   "apiOutputPerM": 0.5,
   "task": "chat-answer",
   "costPerTaskUsd": 0.00035,
   "breakEvenTasksPerMonth": 285714,
   "breakEvenTasksPerDay": 9523.8
  },
  {
   "inputTokens": 20000,
   "outputTokens": 1000,
   "tokensPerWord": null,
   "scheduledCostPerTaskUsd": null,
   "scheduledBreakEvenTasksPerDay": null,
   "provider": "OpenAI",
   "plan": "Pro",
   "planUsdPerMonth": 100,
   "priceKind": "from (lower bound)",
   "referencePoint": "small",
   "model": "gpt-6-luna",
   "apiInputPerM": 0.1,
   "apiOutputPerM": 0.5,
   "task": "document-summary",
   "costPerTaskUsd": 0.0025,
   "breakEvenTasksPerMonth": 40000,
   "breakEvenTasksPerDay": 1333.3
  },
  {
   "inputTokens": 8000,
   "outputTokens": 2000,
   "tokensPerWord": null,
   "scheduledCostPerTaskUsd": null,
   "scheduledBreakEvenTasksPerDay": null,
   "provider": "OpenAI",
   "plan": "Pro",
   "planUsdPerMonth": 100,
   "priceKind": "from (lower bound)",
   "referencePoint": "small",
   "model": "gpt-6-luna",
   "apiInputPerM": 0.1,
   "apiOutputPerM": 0.5,
   "task": "coding-turn",
   "costPerTaskUsd": 0.0018,
   "breakEvenTasksPerMonth": 55555,
   "breakEvenTasksPerDay": 1851.9
  },
  {
   "inputTokens": 1000,
   "outputTokens": 500,
   "tokensPerWord": null,
   "scheduledCostPerTaskUsd": null,
   "scheduledBreakEvenTasksPerDay": null,
   "provider": "OpenAI",
   "plan": "Pro",
   "planUsdPerMonth": 100,
   "priceKind": "from (lower bound)",
   "referencePoint": "mid",
   "model": "gpt-6.1-sol",
   "apiInputPerM": 2,
   "apiOutputPerM": 10,
   "task": "chat-answer",
   "costPerTaskUsd": 0.007,
   "breakEvenTasksPerMonth": 14285,
   "breakEvenTasksPerDay": 476.2
  },
  {
   "inputTokens": 20000,
   "outputTokens": 1000,
   "tokensPerWord": null,
   "scheduledCostPerTaskUsd": null,
   "scheduledBreakEvenTasksPerDay": null,
   "provider": "OpenAI",
   "plan": "Pro",
   "planUsdPerMonth": 100,
   "priceKind": "from (lower bound)",
   "referencePoint": "mid",
   "model": "gpt-6.1-sol",
   "apiInputPerM": 2,
   "apiOutputPerM": 10,
   "task": "document-summary",
   "costPerTaskUsd": 0.05,
   "breakEvenTasksPerMonth": 2000,
   "breakEvenTasksPerDay": 66.7
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   "model": "gemini-4-argon",
   "apiInputPerM": 2,
   "apiOutputPerM": 10,
   "task": "chat-answer-words",
   "costPerTaskUsd": 0.00599,
   "breakEvenTasksPerMonth": 33387,
   "breakEvenTasksPerDay": 1112.9
  }
 ],
 "headline": {
  "twentyDollarPlansAtTopModelChat": [
   {
    "provider": "OpenAI",
    "plan": "Plus",
    "model": "gpt-6-astra",
    "tasksPerDay": 19
   },
   {
    "provider": "Anthropic",
    "plan": "Pro",
    "model": "Claude Fable 5.1",
    "tasksPerDay": 19
   },
   {
    "provider": "Google",
    "plan": "Google AI Pro",
    "model": "gemini-4-argon",
    "tasksPerDay": 95.2
   }
  ],
  "minPerDay": 19,
  "maxPerDay": 95.2
 },
 "scheduledApiChanges": [
  {
   "provider": "Google",
   "model": "gemini-3.6-flash",
   "now": [
    0.75,
    3.75
   ],
   "scheduled": {
    "input": 1.5,
    "output": 7.5,
    "statedAs": "$0.75 through December 31, 2026. $1.50 starting January 1, 2027. | $3.75 through December 31, 2026. $7.50 starting January 1, 2027."
   }
  },
  {
   "provider": "Google",
   "model": "gemini-4-argon",
   "now": [
    2,
    10
   ],
   "scheduled": {
    "input": 4,
    "output": 20,
    "statedAs": "$2.00 through November 30, 2026. $4.00 starting December 1, 2026. | $10.00 through November 30, 2026. $20.00 starting December 1, 2026."
   }
  }
 ],
 "usageMultiples": {
  "googleCheapestPerMultiple": {
   "tier": "AI Plus",
   "usd": 4.99,
   "usageVsFree": 2,
   "stated": "2x higher usage than Free",
   "flagshipModelArgon": false,
   "topModel": "Flash",
   "storage": "400 GB",
   "usdPerUsageMultiple": 2.5
  },
  "googleDearestPerMultiple": {
   "tier": "AI Pro",
   "usd": 19.99,
   "usageVsFree": 4,
   "stated": "4x higher usage than Free",
   "flagshipModelArgon": true,
   "topModel": "Gemini 4 Argon",
   "storage": "5 TB",
   "usdPerUsageMultiple": 5
  },
  "note": "Within Google the price per usage multiple is not monotonic: Plus and the 20x Ultra both come to about $2.50 per multiple, Pro and the 5x Ultra about $5.00. Within Anthropic the Pro and Max 5x figures are upper bounds."
 }
}