{"asOf":"2026-06-27","methodology":"value = benchmark composite score / blended price; blended price = (3 * input + output) / 4 in USD per million tokens. Benchmark scores are composites (0-100) from the source dataset; prices are verified per-token API rates.","benchmarkSource":{"name":"Price Per Token","url":"https://pricepertoken.com/","note":"Composite Coding and Intelligence scores read from the Price Per Token dataset, which aggregates independent benchmarks (it cites Artificial Analysis, the HuggingFace Open LLM Leaderboard, and LayerLens). Scores are composites on a 0-100 scale, not a single named test. Prices marked verified are reconciled with this site's own registry (ai-models.json) against the provider source; unmarked prices are the author-direct or primary rate reported by Price Per Token (its pricing_source noted per row) and are not yet independently re-verified.","scoresVerified":"2026-06-27"},"rows":[{"provider":"Anthropic","model":"Claude Opus 4.8","available":true,"inputPerMtok":5,"outputPerMtok":25,"blended":10,"coding":74.3,"intelligence":55.7,"codingValue":7.4,"intelligenceValue":5.6,"priceSource":"Anthropic (verified)","priceVerified":true,"priceSourceUrl":"https://claude.com/pricing","note":"Anthropic's available flagship. Highest coding composite of any buyable model here."},{"provider":"Anthropic","model":"Claude Sonnet 4.6","available":true,"inputPerMtok":3,"outputPerMtok":15,"blended":6,"coding":null,"intelligence":34.3,"codingValue":null,"intelligenceValue":5.7,"priceSource":"Anthropic (verified)","priceVerified":true,"priceSourceUrl":"https://claude.com/pricing","note":"No standalone coding composite in the source dataset; intelligence composite only."},{"provider":"Anthropic","model":"Claude Haiku 4.5","available":true,"inputPerMtok":1,"outputPerMtok":5,"blended":2,"coding":null,"intelligence":23.7,"codingValue":null,"intelligenceValue":11.9,"priceSource":"Anthropic (verified)","priceVerified":true,"priceSourceUrl":"https://claude.com/pricing","note":"Cheapest Claude tier. Intelligence composite only."},{"provider":"Anthropic","model":"Claude Fable 5","available":false,"inputPerMtok":10,"outputPerMtok":50,"blended":20,"coding":76.5,"intelligence":59.9,"codingValue":3.8,"intelligenceValue":3,"priceSource":"Anthropic (verified)","priceVerified":true,"priceSourceUrl":"https://www.anthropic.com/news/fable-mythos-access","note":"Highest raw scores in the set, but suspended worldwide under a June 2026 US export-control directive. Listed for reference; excluded from value picks because it cannot be purchased."},{"provider":"OpenAI","model":"GPT-5.3 Codex","available":true,"inputPerMtok":1.75,"outputPerMtok":14,"blended":4.8,"coding":null,"intelligence":44.3,"codingValue":null,"intelligenceValue":9.2,"priceSource":"OpenAI (via Price Per Token)","priceVerified":false,"priceSourceUrl":"https://openai.com/api/pricing/","note":"OpenAI's agentic coding flagship. Intelligence composite only; no coding composite recorded yet."},{"provider":"OpenAI","model":"GPT-5.2 Pro","available":true,"inputPerMtok":21,"outputPerMtok":168,"blended":57.8,"coding":null,"intelligence":42.2,"codingValue":null,"intelligenceValue":0.7,"priceSource":"OpenAI (via Price Per Token)","priceVerified":false,"priceSourceUrl":"https://openai.com/api/pricing/","note":"The most expensive model in the set at $21/$168 per Mtok, which makes it the worst value despite a top-tier score. A clean illustration that price, not capability, drives the value ranking."},{"provider":"Google","model":"Gemini 3.1 Pro","available":true,"inputPerMtok":2,"outputPerMtok":12,"blended":4.5,"coding":68.8,"intelligence":46.5,"codingValue":15.3,"intelligenceValue":10.3,"priceSource":"Google (verified)","priceVerified":true,"priceSourceUrl":"https://ai.google.dev/gemini-api/docs/pricing","note":"Flagship Pro tier, standard context. Source dataset labels it Preview; Google still markets it as a preview."},{"provider":"Google","model":"Gemini 3 Pro Preview","available":true,"inputPerMtok":2,"outputPerMtok":12,"blended":4.5,"coding":null,"intelligence":33.1,"codingValue":null,"intelligenceValue":7.4,"priceSource":"Google (via Price Per Token)","priceVerified":false,"priceSourceUrl":"https://ai.google.dev/gemini-api/docs/pricing","note":"The prior Gemini 3 Pro generation, same list price as 3.1 Pro but a lower intelligence composite. Intelligence only."},{"provider":"Google","model":"Gemini 3.5 Flash","available":true,"inputPerMtok":1.5,"outputPerMtok":9,"blended":3.4,"coding":null,"intelligence":34.9,"codingValue":null,"intelligenceValue":10.3,"priceSource":"Google (verified)","priceVerified":true,"priceSourceUrl":"https://ai.google.dev/gemini-api/docs/pricing","note":"The 3.5-generation Flash tier. Intelligence composite only."},{"provider":"xAI","model":"Grok 4","available":true,"inputPerMtok":3,"outputPerMtok":15,"blended":6,"coding":null,"intelligence":33.3,"codingValue":null,"intelligenceValue":5.6,"priceSource":"xAI (via Price Per Token)","priceVerified":false,"priceSourceUrl":"https://docs.x.ai/docs/models","note":"xAI reasoning model, standard sub-128K rate (price steps up above 128K). Intelligence composite only."},{"provider":"xAI","model":"Grok 4.3","available":true,"inputPerMtok":1.25,"outputPerMtok":2.5,"blended":1.6,"coding":35.2,"intelligence":24.8,"codingValue":22.5,"intelligenceValue":15.9,"priceSource":"Amazon Bedrock (via Price Per Token)","priceVerified":false,"priceSourceUrl":"https://docs.x.ai/docs/models","note":"Rate shown is the Amazon Bedrock endpoint price reported by the source dataset, not xAI direct; treat as indicative pending verification."},{"provider":"Zhipu","model":"GLM-5.2","available":true,"inputPerMtok":1.4,"outputPerMtok":4.4,"blended":2.2,"coding":68.8,"intelligence":51.1,"codingValue":32,"intelligenceValue":23.8,"priceSource":"Z.ai via OpenRouter (verified)","priceVerified":true,"priceSourceUrl":"https://openrouter.ai/z-ai/glm-5.2","note":"Open-weights flagship. Ties Gemini 3.1 Pro on coding at roughly half the blended price."},{"provider":"Alibaba","model":"Qwen3.7 Max","available":true,"inputPerMtok":2.5,"outputPerMtok":7.5,"blended":3.8,"coding":66,"intelligence":46,"codingValue":17.6,"intelligenceValue":12.3,"priceSource":"Alibaba Model Studio (verified)","priceVerified":true,"priceSourceUrl":"https://www.alibabacloud.com/help/en/model-studio/model-pricing","note":"Canonical International (Singapore) rate. A 50% promo to $1.25/$3.75 runs to July 23, 2026; the canonical rate is used here."},{"provider":"Alibaba","model":"Qwen3.7 Plus","available":true,"inputPerMtok":0.32,"outputPerMtok":1.28,"blended":0.6,"coding":55.9,"intelligence":39,"codingValue":99.8,"intelligenceValue":69.6,"priceSource":"Together (via Price Per Token)","priceVerified":false,"priceSourceUrl":"https://www.alibabacloud.com/help/en/model-studio/model-pricing","note":"The cost-effective Qwen3.7 tier. Rate shown is a Together endpoint price from the source dataset, not Alibaba direct; very cheap, so it ranks high on value."},{"provider":"Moonshot","model":"Kimi K2.7 Code","available":true,"inputPerMtok":0.95,"outputPerMtok":4,"blended":1.7,"coding":60.8,"intelligence":41.9,"codingValue":35.5,"intelligenceValue":24.5,"priceSource":"Moonshot (verified)","priceVerified":true,"priceSourceUrl":"https://platform.moonshot.ai/docs/pricing","note":"Moonshot direct rate (not a reseller rate). Coding-agent specialist."},{"provider":"MiniMax","model":"MiniMax M3","available":true,"inputPerMtok":0.3,"outputPerMtok":1.2,"blended":0.5,"coding":58.6,"intelligence":44.4,"codingValue":111.6,"intelligenceValue":84.6,"priceSource":"MiniMax (via Price Per Token)","priceVerified":false,"priceSourceUrl":"https://www.minimax.io/platform","note":"Author-direct rate per the source dataset. A strong coding composite at a very low price makes it the value leader."},{"provider":"DeepSeek","model":"DeepSeek V4","available":true,"inputPerMtok":0.435,"outputPerMtok":0.87,"blended":0.5,"coding":null,"intelligence":31.2,"codingValue":null,"intelligenceValue":57.4,"priceSource":"DeepSeek (verified)","priceVerified":true,"priceSourceUrl":"https://api-docs.deepseek.com/quick_start/pricing","note":"V4 Pro reasoning tier. Cheapest blended price among the verified set; intelligence composite only."},{"provider":"Nvidia","model":"Nemotron 3 Ultra","available":true,"inputPerMtok":0.6,"outputPerMtok":3.6,"blended":1.4,"coding":49.3,"intelligence":37.8,"codingValue":36.5,"intelligenceValue":28,"priceSource":"Together (via Price Per Token)","priceVerified":false,"priceSourceUrl":"https://build.nvidia.com/nvidia","note":"Open MoE reasoning model. Rate shown is a Together endpoint price from the source dataset, not Nvidia direct."},{"provider":"Mistral","model":"Devstral 2","available":true,"inputPerMtok":0.9,"outputPerMtok":0.9,"blended":0.9,"coding":31.3,"intelligence":19.2,"codingValue":34.8,"intelligenceValue":21.3,"priceSource":"Fireworks (via Price Per Token)","priceVerified":false,"priceSourceUrl":"https://mistral.ai/pricing","note":"Mistral's open agentic coding model (123B). Rate shown is a Fireworks endpoint price from the source dataset, not Mistral direct."},{"provider":"Meta","model":"Llama 4 Maverick","available":true,"inputPerMtok":0.35,"outputPerMtok":1,"blended":0.5,"coding":16.3,"intelligence":14.3,"codingValue":31.8,"intelligenceValue":27.9,"priceSource":"Parasail (via Price Per Token)","priceVerified":false,"priceSourceUrl":"https://www.llama.com/","note":"Meta's open-weight MoE model (April 2025, non-reasoning). Scores now trail the 2026 frontier; cheap, so it still ranks mid-pack on value. Rate is a Parasail endpoint price, not a Meta direct rate."},{"provider":"OpenAI","model":"GPT-5.2","available":true,"inputPerMtok":1.75,"outputPerMtok":14,"blended":4.8,"coding":null,"intelligence":26,"codingValue":null,"intelligenceValue":5.4,"priceSource":"OpenAI (via Price Per Token)","priceVerified":false,"priceSourceUrl":"https://openai.com/api/pricing/","note":"Standard GPT-5.2 tier. Intelligence composite only. A useful contrast with GPT-5.2 Pro, which costs roughly 12x more for a higher score."}],"unscored":[{"model":"GPT-5.5 / GPT-5.6 Sol, Terra, Luna","reason":"OpenAI's newest flagships. GPT-5.6 was previewed June 26, 2026 in a limited, US-government-gated rollout, and GPT-5.5 has no composite in the source dataset yet, so neither is scored. GPT-5.2 Pro and GPT-5.3 Codex represent OpenAI on the board for now."},{"model":"Cohere North Mini Code","reason":"Free on hosted endpoints and open-weight, so a per-token value score is undefined. It posts a 33.4 Artificial Analysis Coding Index; the real cost is self-hosted compute, not a token rate."},{"model":"Smaller and older variants","reason":"Models below roughly 10B parameters, superseded 2024-era releases (Claude 3.5, GPT-4 Turbo, o1), and narrowly tracked or unpriced entries are left off to keep the board to current, recognizable, buyable models."}]}