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Tencent Cloud TokenHub Singapore hosted list pricing; model limits are sourced from Moonshot AI."},{"modelId":"glm-5.2","currency":"USD","inputPerMillion":1.4,"cachedInputPerMillion":0.26,"outputPerMillion":4.4,"sourceId":"zhipu-pricing-2026-07-27"},{"modelId":"glm-5.1","currency":"USD","inputPerMillion":1.4,"cachedInputPerMillion":0.26,"outputPerMillion":4.4,"sourceId":"zhipu-pricing-2026-07-27"},{"modelId":"glm-5","currency":"USD","inputPerMillion":1,"cachedInputPerMillion":0.2,"outputPerMillion":3.2,"sourceId":"zhipu-pricing-2026-07-27"},{"modelId":"glm-5-turbo","currency":"USD","inputPerMillion":1.2,"cachedInputPerMillion":0.24,"outputPerMillion":4,"sourceId":"zhipu-pricing-2026-07-27"},{"modelId":"glm-4.7","currency":"USD","inputPerMillion":0.6,"cachedInputPerMillion":0.11,"outputPerMillion":2.2,"sourceId":"zhipu-pricing-2026-07-27"},{"modelId":"qwen3.7-max","currency":"USD","inputPerMillion":2.5,"cachedInputPerMillion":2.5,"outputPerMillion":7.5,"sourceId":"alibaba-pricing-2026-07-27","note":"Alibaba Cloud international Singapore list price for the shortest published tier; cache discounts are not modeled."},{"modelId":"qwen3.7-plus","currency":"USD","inputPerMillion":0.4,"cachedInputPerMillion":0.4,"outputPerMillion":1.6,"sourceId":"alibaba-pricing-2026-07-27","note":"Alibaba Cloud international Singapore list price for prompts up to 256K tokens; cache discounts are not modeled."},{"modelId":"qwen3.6-plus","currency":"USD","inputPerMillion":0.5,"cachedInputPerMillion":0.5,"outputPerMillion":3,"sourceId":"alibaba-pricing-2026-07-27","note":"Alibaba Cloud international Singapore list price for prompts up to 256K tokens; cache discounts are not modeled."},{"modelId":"qwen3.6-flash","currency":"USD","inputPerMillion":0.25,"cachedInputPerMillion":0.25,"outputPerMillion":1.5,"sourceId":"alibaba-pricing-2026-07-27","note":"Alibaba Cloud international Singapore list price for prompts up to 256K tokens; cache discounts are not modeled."},{"modelId":"qwen3.5-plus","currency":"USD","inputPerMillion":0.4,"cachedInputPerMillion":0.4,"outputPerMillion":2.4,"sourceId":"alibaba-pricing-2026-07-27","note":"Alibaba Cloud international Singapore list price for prompts up to 256K tokens; cache discounts are not modeled."},{"modelId":"minimax-m3","currency":"USD","inputPerMillion":0.3,"cachedInputPerMillion":0.06,"outputPerMillion":1.2,"sourceId":"minimax-pricing-2026-07-27","note":"MiniMax published rate for requests up to 512K input tokens; the official page lists a higher long-context tier."},{"modelId":"minimax-m2.7","currency":"USD","inputPerMillion":0.3,"cachedInputPerMillion":0.06,"outputPerMillion":1.2,"sourceId":"minimax-pricing-2026-07-27"},{"modelId":"minimax-m2.7-highspeed","currency":"USD","inputPerMillion":0.6,"cachedInputPerMillion":0.06,"outputPerMillion":2.4,"sourceId":"minimax-pricing-2026-07-27"},{"modelId":"minimax-m2.5","currency":"USD","inputPerMillion":0.3,"cachedInputPerMillion":0.03,"outputPerMillion":1.2,"sourceId":"minimax-pricing-2026-07-27","note":"Listed in MiniMax's legacy pricing section and still present in the supported API model overview."},{"modelId":"minimax-m2.5-highspeed","currency":"USD","inputPerMillion":0.6,"cachedInputPerMillion":0.03,"outputPerMillion":2.4,"sourceId":"minimax-pricing-2026-07-27","note":"Listed in MiniMax's legacy pricing section and still present in the supported API model overview."},{"modelId":"mistral-medium-3.5","currency":"USD","inputPerMillion":1.5,"cachedInputPerMillion":0.15,"outputPerMillion":7.5,"sourceId":"mistral-pricing-2026-07-27","note":"Mistral publishes cached input at a 90% discount to standard input."},{"modelId":"mistral-small-4","currency":"USD","inputPerMillion":0.15,"cachedInputPerMillion":0.015,"outputPerMillion":0.6,"sourceId":"mistral-pricing-2026-07-27","note":"Mistral publishes cached input at a 90% discount to standard input."},{"modelId":"mistral-large-3","currency":"USD","inputPerMillion":0.5,"cachedInputPerMillion":0.05,"outputPerMillion":1.5,"sourceId":"mistral-pricing-2026-07-27","note":"Mistral publishes cached input at a 90% discount to standard input."},{"modelId":"ministral-3-3b","currency":"USD","inputPerMillion":0.1,"cachedInputPerMillion":0.01,"outputPerMillion":0.1,"sourceId":"mistral-pricing-2026-07-27","note":"Mistral publishes cached input at a 90% discount to standard input."},{"modelId":"codestral-25.08","currency":"USD","inputPerMillion":0.3,"cachedInputPerMillion":0.03,"outputPerMillion":0.9,"sourceId":"mistral-pricing-2026-07-27","note":"Mistral publishes cached input at a 90% discount to standard input."},{"modelId":"hunyuan-hy3","currency":"USD","inputPerMillion":0.132,"cachedInputPerMillion":0.033,"outputPerMillion":0.528,"sourceId":"tencent-pricing-2026-07-27"},{"modelId":"hunyuan-mt2-plus","currency":"USD","inputPerMillion":0.1,"cachedInputPerMillion":0.1,"outputPerMillion":0.4,"sourceId":"tencent-pricing-2026-07-27","note":"Tencent does not publish a separate cache-hit rate for this translation-specialized model, so cached input is conservatively priced at the standard input rate."}],"sources":[{"id":"openai-compare-2026-07-27","publisher":"OpenAI","title":"OpenAI model comparison and API pricing","url":"https://developers.openai.com/api/docs/models/compare","verifiedAt":"2026-07-27","official":true},{"id":"openai-gpt-5.5-2026-07-27","publisher":"OpenAI","title":"GPT-5.5 model specification","url":"https://developers.openai.com/api/docs/models/gpt-5.5","verifiedAt":"2026-07-27","official":true},{"id":"openai-gpt-5.4-2026-07-27","publisher":"OpenAI","title":"GPT-5.4 model specification","url":"https://developers.openai.com/api/docs/models/gpt-5.4","verifiedAt":"2026-07-27","official":true},{"id":"openai-gpt-5.4-mini-2026-07-27","publisher":"OpenAI","title":"GPT-5.4 mini model specification","url":"https://developers.openai.com/api/docs/models/gpt-5.4-mini","verifiedAt":"2026-07-27","official":true},{"id":"openai-gpt-5.4-nano-2026-07-27","publisher":"OpenAI","title":"GPT-5.4 nano model specification","url":"https://developers.openai.com/api/docs/models/gpt-5.4-nano","verifiedAt":"2026-07-27","official":true},{"id":"anthropic-pricing-2026-07-27","publisher":"Anthropic","title":"Claude API pricing","url":"https://platform.claude.com/docs/en/about-claude/pricing","verifiedAt":"2026-07-27","official":true},{"id":"anthropic-models-2026-07-27","publisher":"Anthropic","title":"Claude models overview","url":"https://platform.claude.com/docs/en/about-claude/models/overview","verifiedAt":"2026-07-27","official":true},{"id":"google-pricing-2026-07-27","publisher":"Google","title":"Gemini Developer API pricing","url":"https://ai.google.dev/gemini-api/docs/pricing","verifiedAt":"2026-07-27","official":true},{"id":"google-models-2026-07-27","publisher":"Google","title":"Gemini latest models","url":"https://ai.google.dev/gemini-api/docs/latest-model","verifiedAt":"2026-07-27","official":true},{"id":"xai-pricing-2026-07-27","publisher":"xAI","title":"xAI API pricing","url":"https://docs.x.ai/developers/pricing","verifiedAt":"2026-07-27","official":true},{"id":"xai-models-2026-07-27","publisher":"xAI","title":"xAI models","url":"https://docs.x.ai/developers/models","verifiedAt":"2026-07-27","official":true},{"id":"deepseek-pricing-2026-07-27","publisher":"DeepSeek","title":"DeepSeek API pricing and model limits","url":"https://api-docs.deepseek.com/quick_start/pricing/","verifiedAt":"2026-07-27","official":true},{"id":"kimi-models-2026-07-27","publisher":"Moonshot AI","title":"Kimi API models and pricing","url":"https://platform.kimi.ai/","verifiedAt":"2026-07-27","official":true},{"id":"kimi-k3-2026-07-27","publisher":"Moonshot AI","title":"Kimi K3 pricing and specification","url":"https://platform.kimi.ai/docs/pricing/chat-k3","verifiedAt":"2026-07-27","official":true},{"id":"kimi-k27-code-2026-07-27","publisher":"Moonshot AI","title":"Kimi K2.7 Code pricing and specification","url":"https://platform.kimi.ai/docs/pricing/chat-k27-code","verifiedAt":"2026-07-27","official":true},{"id":"kimi-k26-2026-07-27","publisher":"Moonshot AI","title":"Kimi K2.6 pricing and specification","url":"https://platform.kimi.ai/docs/pricing/chat-k26","verifiedAt":"2026-07-27","official":true},{"id":"kimi-k25-2026-07-27","publisher":"Moonshot AI","title":"Kimi K2.5 model specification","url":"https://platform.kimi.ai/docs/pricing/chat-k25","verifiedAt":"2026-07-27","official":true},{"id":"zhipu-pricing-2026-07-27","publisher":"Zhipu AI","title":"Z.AI API pricing","url":"https://docs.z.ai/guides/overview/pricing","verifiedAt":"2026-07-27","official":true},{"id":"zhipu-models-2026-07-27","publisher":"Zhipu AI","title":"GLM model overview and specifications","url":"https://docs.bigmodel.cn/cn/guide/models/overview","verifiedAt":"2026-07-27","official":true},{"id":"alibaba-pricing-2026-07-27","publisher":"Alibaba Cloud","title":"Model Studio model inference pricing","url":"https://www.alibabacloud.com/help/en/model-studio/model-pricing","verifiedAt":"2026-07-27","official":true},{"id":"minimax-pricing-2026-07-27","publisher":"MiniMax","title":"MiniMax pay-as-you-go pricing","url":"https://platform.minimax.io/docs/guides/pricing-paygo","verifiedAt":"2026-07-27","official":true},{"id":"minimax-models-2026-07-27","publisher":"MiniMax","title":"MiniMax API model overview","url":"https://platform.minimax.io/docs/api-reference/api-overview","verifiedAt":"2026-07-27","official":true},{"id":"mistral-pricing-2026-07-27","publisher":"Mistral AI","title":"Mistral API pricing","url":"https://mistral.ai/pricing/api/","verifiedAt":"2026-07-27","official":true},{"id":"mistral-models-2026-07-27","publisher":"Mistral AI","title":"Mistral model limits","url":"https://docs.mistral.ai/resources/known-limitations","verifiedAt":"2026-07-27","official":true},{"id":"tencent-pricing-2026-07-27","publisher":"Tencent Cloud","title":"TokenHub model pricing","url":"https://intl.cloud.tencent.com/ind/document/product/1300/78937","verifiedAt":"2026-07-27","official":true},{"id":"tencent-models-2026-07-27","publisher":"Tencent Cloud","title":"TokenHub model list and limits","url":"https://intl.cloud.tencent.com/ind/document/product/1300/78934","verifiedAt":"2026-07-27","official":true},{"id":"ecb-fx-2026-07-24","publisher":"European Central Bank","title":"Euro foreign exchange reference rates","url":"https://www.ecb.europa.eu/stats/policy_and_exchange_rates/euro_reference_exchange_rates/html/index.en.html","verifiedAt":"2026-07-24","official":true,"note":"USD/CNY is derived from the ECB EUR/USD and EUR/CNY reference rates. The ECB publishes these for information, not transaction settlement."}]},"modeledAssumptions":{"methodology":{"marketMap":{"inputShare":0.9,"outputShare":0.1,"cachedInputShare":0.5,"blendedUnitPriceUnit":"estimated display-currency price per 1M tokens","workflowCapacity":{"benchmarkId":"terminalbench-v2-1","defaultMonthlyAttempts":1000,"supportedMonthlyAttempts":[1000,10000,100000],"xUnit":"modeled monthly benchmark cost","yUnit":"projected accepted benchmark workflows"}},"costRouting":{"defaultMonthlyRequests":100000,"defaultInputTokensPerRequest":1800,"defaultOutputTokensPerRequest":200,"defaultCacheHitRate":0.5,"defaultRetryRate":0.08,"defaultFailureRate":0.04,"defaultAcceptanceRate":0.85,"defaultFallbackRate":0.12}},"exchangeRates":{"USD":1,"CNY":6.7722},"defaultCurrency":"USD","exchangeRateSourceId":"ecb-fx-2026-07-24"},"independentBenchmarkEvidence":{"workflowBenchmarks":[{"modelId":"gemini-3.5-flash-lite","benchmarkId":"terminalbench-v2-1","benchmarkVariant":"Gemini 3.5 Flash-Lite","passRate":0.535580524344569,"costPerTaskUsd":0.04284667792541958,"taskCount":89,"repeats":3,"sourceId":"aa-terminalbench-v2-1-2026-07-27"},{"modelId":"claude-sonnet-5","benchmarkId":"terminalbench-v2-1","benchmarkVariant":"Claude Sonnet 5 (max)","passRate":0.805243445692884,"costPerTaskUsd":0.31465345864668753,"taskCount":89,"repeats":3,"sourceId":"aa-terminalbench-v2-1-2026-07-27"},{"modelId":"minimax-m3","benchmarkId":"terminalbench-v2-1","benchmarkVariant":"MiniMax-M3","passRate":0.651685393258427,"costPerTaskUsd":0.04690039269564482,"taskCount":89,"repeats":3,"sourceId":"aa-terminalbench-v2-1-2026-07-27"},{"modelId":"gpt-5.6-luna","benchmarkId":"terminalbench-v2-1","benchmarkVariant":"GPT-5.6 Luna (max)","passRate":0.808988764044944,"costPerTaskUsd":0.04410638812488613,"taskCount":89,"repeats":3,"sourceId":"aa-terminalbench-v2-1-2026-07-27"},{"modelId":"qwen3.7-max","benchmarkId":"terminalbench-v2-1","benchmarkVariant":"Qwen3.7 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Haiku","passRate":0.441947565543071,"costPerTaskUsd":0.13921571234249183,"taskCount":89,"repeats":3,"sourceId":"aa-terminalbench-v2-1-2026-07-27"},{"modelId":"claude-opus-5","benchmarkId":"terminalbench-v2-1","benchmarkVariant":"Claude Opus 5 (max)","passRate":0.891385767790262,"costPerTaskUsd":0.40355376552755107,"taskCount":89,"repeats":3,"sourceId":"aa-terminalbench-v2-1-2026-07-27"},{"modelId":"gemini-3.1-pro-preview","benchmarkId":"terminalbench-v2-1","benchmarkVariant":"Gemini 3.1 Pro Preview","passRate":0.737827715355805,"costPerTaskUsd":0.09632816012017664,"taskCount":89,"repeats":3,"sourceId":"aa-terminalbench-v2-1-2026-07-27"},{"modelId":"gpt-5.6-terra","benchmarkId":"terminalbench-v2-1","benchmarkVariant":"GPT-5.6 Terra (max)","passRate":0.880149812734082,"costPerTaskUsd":0.17387562642044066,"taskCount":89,"repeats":3,"sourceId":"aa-terminalbench-v2-1-2026-07-27"},{"modelId":"deepseek-v4-pro","benchmarkId":"terminalbench-v2-1","benchmarkVariant":"DeepSeek V4 Pro (max)","passRate":0.640449438202247,"costPerTaskUsd":0.015023615651685394,"taskCount":89,"repeats":3,"sourceId":"aa-terminalbench-v2-1-2026-07-27"},{"modelId":"claude-fable-5","benchmarkId":"terminalbench-v2-1","benchmarkVariant":"Claude Fable 5 (with fallback)","passRate":0.846441947565543,"costPerTaskUsd":0.5600661386773599,"taskCount":89,"repeats":3,"sourceId":"aa-terminalbench-v2-1-2026-07-27"},{"modelId":"deepseek-v4-flash","benchmarkId":"terminalbench-v2-1","benchmarkVariant":"DeepSeek V4 Flash (max)","passRate":0.617977528089888,"costPerTaskUsd":0.00919032238120652,"taskCount":89,"repeats":3,"sourceId":"aa-terminalbench-v2-1-2026-07-27"},{"modelId":"gpt-5.6-sol","benchmarkId":"terminalbench-v2-1","benchmarkVariant":"GPT-5.6 Sol (max)","passRate":0.880149812734082,"costPerTaskUsd":0.12545736509152094,"taskCount":89,"repeats":3,"sourceId":"aa-terminalbench-v2-1-2026-07-27"},{"modelId":"mistral-medium-3.5","benchmarkId":"terminalbench-v2-1","benchmarkVariant":"Mistral Medium 3.5","passRate":0.50561797752809,"costPerTaskUsd":0.3213204796844959,"taskCount":89,"repeats":3,"sourceId":"aa-terminalbench-v2-1-2026-07-27"},{"modelId":"glm-5.2","benchmarkId":"terminalbench-v2-1","benchmarkVariant":"GLM-5.2 (max)","passRate":0.779026217228464,"costPerTaskUsd":0.09535981547854112,"taskCount":89,"repeats":3,"sourceId":"aa-terminalbench-v2-1-2026-07-27"},{"modelId":"kimi-k3","benchmarkId":"terminalbench-v2-1","benchmarkVariant":"Kimi K3","passRate":0.850187265917603,"costPerTaskUsd":0.13562840668539325,"taskCount":89,"repeats":3,"sourceId":"aa-terminalbench-v2-1-2026-07-27"}],"sources":[{"id":"aa-terminalbench-v2-1-2026-07-27","publisher":"Artificial Analysis","title":"Terminal-Bench v2.1 benchmark leaderboard","url":"https://artificialanalysis.ai/evaluations/terminalbench-v2-1","verifiedAt":"2026-07-27","official":false,"sourceType":"independent-benchmark","note":"Independent benchmark evidence: 89 curated tasks, Terminus 2 agent harness in e2b, pass@1 averaged over three repeats. Cost per task is reported by Artificial Analysis."}]}}