{
    "name": "Kingy AI Price Index",
    "licence": "CC BY 4.0",
    "citation": "Kingy AI Price Index, November 2024 edition. Kingy AI. https://kingy.ai/ai-price-index/2024-11/",
    "url": "https://kingy.ai/ai-price-index/2024-11/",
    "method": {
        "version": "1.0",
        "url": "https://kingy.ai/ai-price-index/#method"
    },
    "edition": {
        "edition": "2024-11",
        "label": "November 2024",
        "reconstructed": true,
        "referenceDate": "2024-11-01",
        "capturedAt": "2024-11-01T00:00:00+00:00",
        "method": "1.0",
        "previous": "2024-10",
        "previousReferenceDate": "2024-10-01",
        "intervalDays": 31,
        "headline": "In November 2024, a million AI tokens cost a median $3.69 from frontier models (up 22.9%) and $0.28 from small models (no change). Changes compare with October.",
        "story": {
            "title": "Frontier-model prices rose 22.9% in November",
            "text": "The median frontier model cost $3.69 per million tokens, up from $3.00 in October. OpenAI cut its list prices and DeepSeek is not counted this month.",
            "tier": "frontier"
        },
        "changes": {
            "likeForLike": [
                {
                    "id": "openai-gpt-4o",
                    "provider": "OpenAI",
                    "model": "GPT-4o",
                    "tier": "frontier",
                    "moves": {
                        "input": {
                            "from": "5.00",
                            "to": "2.50",
                            "changePct": -50
                        },
                        "output": {
                            "from": "15.00",
                            "to": "10.00",
                            "changePct": -33.3
                        }
                    }
                }
            ],
            "unchanged": 7,
            "basket": [
                {
                    "provider": "DeepSeek",
                    "tier": "frontier",
                    "from": {
                        "model": "DeepSeek V2",
                        "value": "0.1750"
                    },
                    "to": null
                }
            ]
        },
        "scheduled": [],
        "outlook": [],
        "withheld": [],
        "corrections": [],
        "tiers": [
            {
                "id": "frontier",
                "label": "Frontier",
                "kind": "api",
                "summary": "Each lab's most capable model",
                "unit": "USD per 1M tokens, 3:1 input:output blend",
                "value": "3.6875",
                "previousValue": "3.0000",
                "changePct": 22.9,
                "n": 4,
                "min": "2.1875",
                "max": "6.0000",
                "constituents": [
                    "google-gemini-1-5-pro",
                    "mistral-large-2",
                    "openai-gpt-4o",
                    "anthropic-claude-3-5-sonnet"
                ],
                "published": true,
                "indexLevel": "81.94"
            },
            {
                "id": "mid",
                "label": "Mid-range",
                "kind": "api",
                "summary": "Each lab's balanced workhorse model",
                "unit": "USD per 1M tokens, 3:1 input:output blend",
                "value": null,
                "previousValue": null,
                "changePct": null,
                "n": 0,
                "min": null,
                "max": null,
                "constituents": [],
                "published": false,
                "indexLevel": null
            },
            {
                "id": "small",
                "label": "Small",
                "kind": "api",
                "summary": "Each lab's low-cost, high-volume model",
                "unit": "USD per 1M tokens, 3:1 input:output blend",
                "value": "0.2813",
                "previousValue": "0.2813",
                "changePct": -0,
                "n": 4,
                "min": "0.1313",
                "max": "0.5000",
                "constituents": [
                    "google-gemini-1-5-flash",
                    "openai-gpt-4o-mini",
                    "mistral-small-24-09",
                    "anthropic-claude-3-haiku"
                ],
                "published": true,
                "indexLevel": "53.58"
            },
            {
                "id": "standard",
                "label": "Standard plan",
                "kind": "subscription",
                "summary": "Each provider's main paid individual plan",
                "unit": "USD per month",
                "value": null,
                "previousValue": null,
                "changePct": null,
                "n": 0,
                "min": null,
                "max": null,
                "constituents": [],
                "published": false,
                "indexLevel": null
            },
            {
                "id": "top",
                "label": "Top plan",
                "kind": "subscription",
                "summary": "Each provider's highest-priced individual plan",
                "unit": "USD per month",
                "value": null,
                "previousValue": null,
                "changePct": null,
                "n": 0,
                "min": null,
                "max": null,
                "constituents": [],
                "published": false,
                "indexLevel": null
            }
        ],
        "observations": [
            {
                "id": "openai-gpt-4o",
                "provider": "OpenAI",
                "model": "GPT-4o",
                "modelId": "gpt-4o",
                "tier": "frontier",
                "status": "verified",
                "input": "2.50",
                "output": "10.00",
                "cachedInput": "1.25",
                "blended": "4.3750",
                "source": {
                    "url": "https://openai.com/api/pricing",
                    "page": "https://openai.com/api/pricing",
                    "fetchedAt": "2026-10-19T21:51:12+00:00",
                    "snapshotUrl": "https://web.archive.org/web/20241026125426/https://openai.com/api/pricing/",
                    "snapshotAt": "2024-10-26T12:54:26+00:00",
                    "sha256": "423c6f3cb15db0287f03cda5241b94bf43e87464fc68f9f557e1f754748e9615",
                    "excerpt": "gpt-4o $2.50 / 1M input tokens $1.25 / 1M input tokens $1.25 / 1M cached** input tokens $10.00 / 1M output tokens $5.00"
                },
                "positioning": {
                    "url": "https://openai.com/api/pricing",
                    "snapshotUrl": "https://web.archive.org/web/20241026125426/https://openai.com/api/pricing/",
                    "quote": "GPT-4o is our most advanced multimodal model",
                    "rule": null
                }
            },
            {
                "id": "openai-gpt-4o-mini",
                "provider": "OpenAI",
                "model": "GPT-4o mini",
                "modelId": "gpt-4o-mini",
                "tier": "small",
                "status": "verified",
                "input": "0.150",
                "output": "0.600",
                "cachedInput": "0.075",
                "blended": "0.2625",
                "source": {
                    "url": "https://openai.com/api/pricing",
                    "page": "https://openai.com/api/pricing",
                    "fetchedAt": "2026-10-19T21:51:12+00:00",
                    "snapshotUrl": "https://web.archive.org/web/20241026125426/https://openai.com/api/pricing/",
                    "snapshotAt": "2024-10-26T12:54:26+00:00",
                    "sha256": "423c6f3cb15db0287f03cda5241b94bf43e87464fc68f9f557e1f754748e9615",
                    "excerpt": "gpt-4o-mini $0.150 / 1M input tokens $0.075 / 1M input tokens $0.075 / 1M cached** input tokens $0.600 / 1M output tokens $0.300"
                },
                "positioning": {
                    "url": "https://openai.com/api/pricing",
                    "snapshotUrl": "https://web.archive.org/web/20241026125426/https://openai.com/api/pricing/",
                    "quote": "GPT-4o mini is our most cost-efficient small model",
                    "rule": null
                }
            },
            {
                "id": "anthropic-claude-3-5-sonnet",
                "provider": "Anthropic",
                "model": "Claude 3.5 Sonnet",
                "modelId": "claude-3-5-sonnet",
                "tier": "frontier",
                "status": "verified",
                "input": "3.00",
                "output": "15.00",
                "blended": "6.0000",
                "source": {
                    "url": "https://docs.anthropic.com/en/docs/about-claude/models",
                    "page": "https://docs.anthropic.com/en/docs/about-claude/models",
                    "fetchedAt": "2026-10-19T22:04:39+00:00",
                    "snapshotUrl": "https://web.archive.org/web/20241031014558/https://docs.anthropic.com/en/docs/about-claude/models",
                    "snapshotAt": "2024-10-31T01:45:58+00:00",
                    "sha256": "8ae795168da13290d4977e77e8f23244a7b244e3dc3407eb858e6f4bb97f2978",
                    "excerpt": "Claude 3.5 Sonnet Claude 3 Opus Claude 3 Sonnet Claude 3 Haiku Description Most intelligent model Powerful model for highly complex tasks Balance of intelligence and speed Fastest and most compact model for near-instant responsiveness Strengths Highest level of intelligence and capability Top-level performance, intelligence, fluency, and understanding Strong utility, balanced for scaled deployments Quick and accurate targeted performance Multilingual Yes Yes Yes Yes Vision Yes Yes Yes Yes Message Batches API Yes Yes No Yes API model name Upgraded version: claude-3-5-sonnet-20241022 Previous version: claude-3-5-sonnet-20240620 claude-3-opus-20240229 claude-3-sonnet-20240229 claude-3-haiku-20240307 Comparative latency Fast Moderately fast Fast Fastest Context window 200K 200K 200K 200K Max output 8192 tokens 4096 tokens 4096 tokens 4096 tokens Cost (Input / Output per MTok ) $3.00 / $15.00"
                },
                "positioning": {
                    "url": "https://docs.anthropic.com/en/docs/about-claude/models",
                    "snapshotUrl": "https://web.archive.org/web/20241031014558/https://docs.anthropic.com/en/docs/about-claude/models",
                    "quote": "Claude 3.5 Sonnet Claude 3 Opus Claude 3 Sonnet Claude 3 Haiku Description Most intelligent model",
                    "rule": "Claude 3.5 Sonnet succeeded Claude 3 Sonnet and Anthropic presented it as its most intelligent model, so it holds the frontier slot; under the method the predecessor leaves the basket, and Anthropic has no mid-range constituent until it again sells a model between its frontier and small models."
                }
            },
            {
                "id": "anthropic-claude-3-haiku",
                "provider": "Anthropic",
                "model": "Claude 3 Haiku",
                "modelId": "claude-3-haiku-20240307",
                "tier": "small",
                "status": "verified",
                "input": "0.25",
                "output": "1.25",
                "blended": "0.5000",
                "source": {
                    "url": "https://docs.anthropic.com/en/docs/about-claude/models",
                    "page": "https://docs.anthropic.com/en/docs/about-claude/models",
                    "fetchedAt": "2026-10-19T22:04:39+00:00",
                    "snapshotUrl": "https://web.archive.org/web/20241031014558/https://docs.anthropic.com/en/docs/about-claude/models",
                    "snapshotAt": "2024-10-31T01:45:58+00:00",
                    "sha256": "8ae795168da13290d4977e77e8f23244a7b244e3dc3407eb858e6f4bb97f2978",
                    "excerpt": "Claude 3.5 Sonnet Claude 3 Opus Claude 3 Sonnet Claude 3 Haiku Description Most intelligent model Powerful model for highly complex tasks Balance of intelligence and speed Fastest and most compact model for near-instant responsiveness Strengths Highest level of intelligence and capability Top-level performance, intelligence, fluency, and understanding Strong utility, balanced for scaled deployments Quick and accurate targeted performance Multilingual Yes Yes Yes Yes Vision Yes Yes Yes Yes Message Batches API Yes Yes No Yes API model name Upgraded version: claude-3-5-sonnet-20241022 Previous version: claude-3-5-sonnet-20240620 claude-3-opus-20240229 claude-3-sonnet-20240229 claude-3-haiku-20240307 Comparative latency Fast Moderately fast Fast Fastest Context window 200K 200K 200K 200K Max output 8192 tokens 4096 tokens 4096 tokens 4096 tokens Cost (Input / Output per MTok ) $3.00 / $15.00 $15.00 / $75.00 $3.00 / $15.00 $0.25 / $1.25"
                },
                "positioning": {
                    "url": "https://docs.anthropic.com/en/docs/about-claude/models",
                    "snapshotUrl": "https://web.archive.org/web/20241031014558/https://docs.anthropic.com/en/docs/about-claude/models",
                    "quote": "Claude 3.5 Sonnet Claude 3 Opus Claude 3 Sonnet Claude 3 Haiku Description Most intelligent model Powerful model for highly complex tasks Balance of intelligence and speed Fastest and most compact model for near-instant responsiveness",
                    "rule": null
                }
            },
            {
                "id": "google-gemini-1-5-pro",
                "provider": "Google",
                "model": "Gemini 1.5 Pro",
                "modelId": "gemini-1.5-pro",
                "tier": "frontier",
                "status": "verified",
                "input": "1.25",
                "output": "5.00",
                "blended": "2.1875",
                "conditions": "Prompts up to the shortest context band (128K or 200K tokens).",
                "source": {
                    "url": "https://ai.google.dev/pricing",
                    "page": "https://ai.google.dev/pricing",
                    "fetchedAt": "2026-10-19T22:16:34+00:00",
                    "snapshotUrl": "https://web.archive.org/web/20241009173654/https://ai.google.dev/pricing",
                    "snapshotAt": "2024-10-09T17:36:54+00:00",
                    "sha256": "214e00047cafd8ca7f0721c580f6bc9430796c69b28b23081d216277a6c88130",
                    "excerpt": "Gemini 1.5 Pro Available now Our next-generation model with a breakthrough 2 million context window. Now generally available for production use. Free of charge * The Gemini API “free tier” is offered through the API service with lower rate limits for testing purposes. Google AI Studio usage is completely free in all available countries . Rate Limits ** 2 RPM (requests per minute) 32,000 TPM (tokens per minute) 50 RPD (requests per day) Input Pricing Free of charge Output Pricing Free of charge Context caching Not applicable Tuning price Not available Used to improve our products Yes Try it now in Google AI Studio Pay-as-you-go (prices in USD) *** Scale your AI service with confidence using the Gemini API pay-as-you-go billing service. Set up billing easily in Google AI Studio by clicking on “Get API key”. Rate Limits ** 1,000 RPM (requests per minute) 4 million TPM (tokens per minute) Prompts up to 128k tokens Input Pricing $1.25 / 1 million tokens output Pricing $5.00"
                },
                "positioning": {
                    "url": "https://ai.google.dev/pricing",
                    "snapshotUrl": "https://web.archive.org/web/20241009173654/https://ai.google.dev/pricing",
                    "quote": "Gemini 1.5 Pro Available now Our next-generation model with a breakthrough 2 million context window.",
                    "rule": "Google's current generation (Gemini 1.5) had two general-purpose models; under the method the higher-priced is its frontier model and the lower-priced its small model. Gemini 1.0 Pro is the previous generation."
                }
            },
            {
                "id": "google-gemini-1-5-flash",
                "provider": "Google",
                "model": "Gemini 1.5 Flash",
                "modelId": "gemini-1.5-flash",
                "tier": "small",
                "status": "verified",
                "input": "0.075",
                "output": "0.30",
                "blended": "0.1313",
                "conditions": "Prompts up to the shortest context band (128K or 200K tokens).",
                "source": {
                    "url": "https://ai.google.dev/pricing",
                    "page": "https://ai.google.dev/pricing",
                    "fetchedAt": "2026-10-19T22:16:34+00:00",
                    "snapshotUrl": "https://web.archive.org/web/20241009173654/https://ai.google.dev/pricing",
                    "snapshotAt": "2024-10-09T17:36:54+00:00",
                    "sha256": "214e00047cafd8ca7f0721c580f6bc9430796c69b28b23081d216277a6c88130",
                    "excerpt": "Gemini 1.5 Flash Available now Our fastest multimodal model with great performance for diverse, repetitive tasks and a 1 million context window. Now generally available for production use. Free of charge * The Gemini API “free tier” is offered through the API service with lower rate limits for testing purposes. Google AI Studio usage is completely free in all available countries . Rate Limits ** 15 RPM (requests per minute) 1 million TPM (tokens per minute) 1,500 RPD (requests per day) Input Pricing Free of charge Output Pricing Free of charge Context caching Free of charge, up to 1 million tokens of storage per hour Tuning price Input/output prices are the same for tuned models. Tuning service is free of charge. Used to improve our products Yes Try it now in Google AI Studio Pay-as-you-go (prices in USD) *** Scale your AI service with confidence using the Gemini API pay-as-you-go billing service. Set up billing easily in Google AI Studio by clicking on “Get API key”. Rate limits ** 2,000 RPM (requests per minute) 4 million TPM (tokens per minute) Prompts up to 128k tokens Input Pricing $0.075 / 1 million tokens output Pricing $0.30"
                },
                "positioning": {
                    "url": "https://ai.google.dev/pricing",
                    "snapshotUrl": "https://web.archive.org/web/20241009173654/https://ai.google.dev/pricing",
                    "quote": "Gemini 1.5 Flash Available now Our fastest multimodal model with great performance for diverse, repetitive tasks",
                    "rule": "Google's current generation (Gemini 1.5) had two general-purpose models; under the method the higher-priced is its frontier model and the lower-priced its small model. Gemini 1.0 Pro is the previous generation."
                }
            },
            {
                "id": "mistral-large-2",
                "provider": "Mistral AI",
                "model": "Mistral Large 2",
                "modelId": "mistral-large-2407",
                "tier": "frontier",
                "status": "verified",
                "input": "2",
                "output": "6",
                "blended": "3.0000",
                "source": {
                    "url": "https://mistral.ai/technology",
                    "page": "https://mistral.ai/technology",
                    "fetchedAt": "2026-10-19T22:12:22+00:00",
                    "snapshotUrl": "https://web.archive.org/web/20241007205359/https://mistral.ai/technology/",
                    "snapshotAt": "2024-10-07T20:53:59+00:00",
                    "sha256": "3618b7f8d674da589509d9386076e0f033ca673fe136c9cecc75a97978403736",
                    "excerpt": "Mistral Large 2 mistral-large-2407 Top-tier reasoning for high-complexity tasks, for your most sophisticated needs. $2 $6"
                },
                "positioning": {
                    "url": "https://mistral.ai/technology",
                    "snapshotUrl": "https://web.archive.org/web/20241007205359/https://mistral.ai/technology/",
                    "quote": "Mistral Large 2 mistral-large-2407 Top-tier reasoning for high-complexity tasks, for your most sophisticated needs.",
                    "rule": null
                }
            },
            {
                "id": "mistral-small-24-09",
                "provider": "Mistral AI",
                "model": "Mistral Small 24.09",
                "modelId": "mistral-small-2409",
                "tier": "small",
                "status": "verified",
                "input": "0.2",
                "output": "0.6",
                "blended": "0.3000",
                "source": {
                    "url": "https://mistral.ai/technology",
                    "page": "https://mistral.ai/technology",
                    "fetchedAt": "2026-10-19T22:12:22+00:00",
                    "snapshotUrl": "https://web.archive.org/web/20241007205359/https://mistral.ai/technology/",
                    "snapshotAt": "2024-10-07T20:53:59+00:00",
                    "sha256": "3618b7f8d674da589509d9386076e0f033ca673fe136c9cecc75a97978403736",
                    "excerpt": "Mistral Small 24.09 mistral-small-2409 Cost-efficient, fast, and reliable option for use cases such as translation, summarization, and sentiment analysis. $0.2 $0.6"
                },
                "positioning": {
                    "url": "https://mistral.ai/technology",
                    "snapshotUrl": "https://web.archive.org/web/20241007205359/https://mistral.ai/technology/",
                    "quote": "Mistral Small 24.09 mistral-small-2409 Cost-efficient, fast, and reliable option for use cases such as translation, summarization, and sentiment analysis.",
                    "rule": "Mistral's open-weight models (Mistral 7B, Mixtral, NeMo) are cheaper, but the model Mistral itself positions for low-latency or high-volume work is Mistral Small, which takes the small slot."
                }
            }
        ]
    },
    "editions": [
        {
            "edition": "2024-01",
            "label": "January 2024",
            "url": "https://kingy.ai/ai-price-index/data/2024-01.json"
        },
        {
            "edition": "2024-02",
            "label": "February 2024",
            "url": "https://kingy.ai/ai-price-index/data/2024-02.json"
        },
        {
            "edition": "2024-03",
            "label": "March 2024",
            "url": "https://kingy.ai/ai-price-index/data/2024-03.json"
        },
        {
            "edition": "2024-04",
            "label": "April 2024",
            "url": "https://kingy.ai/ai-price-index/data/2024-04.json"
        },
        {
            "edition": "2024-05",
            "label": "May 2024",
            "url": "https://kingy.ai/ai-price-index/data/2024-05.json"
        },
        {
            "edition": "2024-06",
            "label": "June 2024",
            "url": "https://kingy.ai/ai-price-index/data/2024-06.json"
        },
        {
            "edition": "2024-07",
            "label": "July 2024",
            "url": "https://kingy.ai/ai-price-index/data/2024-07.json"
        },
        {
            "edition": "2024-08",
            "label": "August 2024",
            "url": "https://kingy.ai/ai-price-index/data/2024-08.json"
        },
        {
            "edition": "2024-09",
            "label": "September 2024",
            "url": "https://kingy.ai/ai-price-index/data/2024-09.json"
        },
        {
            "edition": "2024-10",
            "label": "October 2024",
            "url": "https://kingy.ai/ai-price-index/data/2024-10.json"
        },
        {
            "edition": "2024-11",
            "label": "November 2024",
            "url": "https://kingy.ai/ai-price-index/data/2024-11.json"
        },
        {
            "edition": "2024-12",
            "label": "December 2024",
            "url": "https://kingy.ai/ai-price-index/data/2024-12.json"
        },
        {
            "edition": "2025-01",
            "label": "January 2025",
            "url": "https://kingy.ai/ai-price-index/data/2025-01.json"
        },
        {
            "edition": "2025-02",
            "label": "February 2025",
            "url": "https://kingy.ai/ai-price-index/data/2025-02.json"
        },
        {
            "edition": "2025-03",
            "label": "March 2025",
            "url": "https://kingy.ai/ai-price-index/data/2025-03.json"
        },
        {
            "edition": "2025-04",
            "label": "April 2025",
            "url": "https://kingy.ai/ai-price-index/data/2025-04.json"
        },
        {
            "edition": "2025-05",
            "label": "May 2025",
            "url": "https://kingy.ai/ai-price-index/data/2025-05.json"
        },
        {
            "edition": "2025-06",
            "label": "June 2025",
            "url": "https://kingy.ai/ai-price-index/data/2025-06.json"
        },
        {
            "edition": "2025-07",
            "label": "July 2025",
            "url": "https://kingy.ai/ai-price-index/data/2025-07.json"
        },
        {
            "edition": "2025-08",
            "label": "August 2025",
            "url": "https://kingy.ai/ai-price-index/data/2025-08.json"
        },
        {
            "edition": "2025-09",
            "label": "September 2025",
            "url": "https://kingy.ai/ai-price-index/data/2025-09.json"
        },
        {
            "edition": "2025-10",
            "label": "October 2025",
            "url": "https://kingy.ai/ai-price-index/data/2025-10.json"
        },
        {
            "edition": "2025-11",
            "label": "November 2025",
            "url": "https://kingy.ai/ai-price-index/data/2025-11.json"
        },
        {
            "edition": "2025-12",
            "label": "December 2025",
            "url": "https://kingy.ai/ai-price-index/data/2025-12.json"
        },
        {
            "edition": "2026-01",
            "label": "January 2026",
            "url": "https://kingy.ai/ai-price-index/data/2026-01.json"
        },
        {
            "edition": "2026-02",
            "label": "February 2026",
            "url": "https://kingy.ai/ai-price-index/data/2026-02.json"
        },
        {
            "edition": "2026-03",
            "label": "March 2026",
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