Kimi K2.7 Code 对比 Trinity Large Thinking

哪个更划算: Kimi K2.7 Code 通过 Kimi 或 Trinity Large Thinking 通过 Arcee AI?来自 Artificial Analysis 和其他来源的情报、总基准测试成本和端到端时间,快照 2026-08-19。

需要权衡
结论

取决于你的预算

Kimi K2.7 Code 的得分高 24.3 分(43.0 对 18.7),但运行基准测试的成本为对方的 2.1×($545 对 $255;成本档次:高端 对 中端)。 如果额外的智能值得多花的钱,选 Kimi K2.7 Code;否则选 Trinity Large Thinking。

指标Kimi K2.7 CodeTrinity Large Thinking差异
智能分(越高越好)43.018.7−56.5% Trinity Large Thinking 智能低 56.5%
AA 总成本(越低越好)$544.58$254.72−53.2% Trinity Large Thinking 便宜 53.2%
端到端时间(越低越好)75.91s14.08s−81.5% Trinity Large Thinking 快 81.5%
每 100 万个代币的价格(输入/输出)$0.95 / $4.00$0.23 / $0.88
输入类型未公布未公布

Trinity Large Thinking 对比 Kimi K2.7 Code:智能分低 56.5%,运行 AA 基准测试的成本低 53.2%,端到端时间快 81.5%。

今天的Pareto frontier

与帕累托前沿比较

0204060$10$20$50$100$200$500$1k$2k$5k运行 Artificial Analysis Intelligence Index 的成本(USD,对数刻度)智能指数Celeris-1(Celeris):智能12.40、$157Claude 4.5 Haiku(Reasoning) (Anthropic):智能29.90、$471Claude 4.5 Sonnet(Reasoning) (Anthropic):智能37.40、$1037Claude Fable 5(Adaptive Reasoning, Max Effort, Opus 4.8 Fallback) (Anthropic):智能62.10、$5455Claude Opus 4.7(Adaptive Reasoning, Max Effort) (Anthropic):智能55.00、$3743Claude Opus 4.8(Adaptive Reasoning, Max Effort) (Anthropic):智能57.30、$3752Claude Opus 5(Adaptive Reasoning, Low Effort) (Anthropic):智能52.50、$555Claude Opus 5(Adaptive Reasoning, Medium Effort) (Anthropic):智能58.60、$1116Claude Sonnet 4.6(Adaptive Reasoning, Max Effort) (Anthropic):智能48.40、$3355Claude Sonnet 5(Adaptive Reasoning, Max Effort) (Anthropic):智能55.30、$4011Claude Sonnet 5(Non-reasoning, High Effort) (Anthropic):智能42.60、$416DeepSeek R1(Jan '25) (DeepSeek):智能18.60、$417DeepSeek V3(Dec '24) (DeepSeek):智能14.20、$20.0DeepSeek V3 0324(DeepSeek):智能15.20、$35.2DeepSeek V4 Flash(Reasoning, High Effort) (DeepSeek):智能39.00、$57.0DeepSeek V4 Flash(Reasoning, Max Effort) (DeepSeek):智能42.10、$104DeepSeek V4 Flash 0731(Reasoning, Max Effort) (DeepSeek):智能51.80、$323DeepSeek V4 Pro(Reasoning, High Effort) (DeepSeek):智能43.70、$109DeepSeek V4 Pro(Reasoning, Max Effort) (DeepSeek):智能45.30、$176DeepSeek V4 Pro 0813(Reasoning, Max Effort) (DeepSeek):智能53.20、$605Gemini 2.5 Pro(Google):智能25.90、$611Gemini 3.1 Flash-Lite(Google):智能25.60、$93.8Gemini 3.1 Pro Preview(Google):智能47.70、$812Gemini 3.5 Flash(high) (Google):智能52.00、$1042Gemini 3.5 Flash-Lite(Google):智能37.40、$153Gemini 3.6 Flash(high) (Google):智能51.60、$412Gemma 4 26B A4B(Reasoning) (Google):智能26.10、$53.9Gemma 4 31B(Non-reasoning) (Google):智能22.30、$33.8GLM-4.6(Reasoning) (Z AI):智能29.30、$314GLM-4.7(Reasoning) (Z AI):智能34.50、$607GLM-5.1(Reasoning) (Z AI):智能41.00、$700GLM-5.2(max) (Z AI):智能52.60、$843GLM-5.3(max) (Z AI):智能59.50、$1239GPT-4.1 mini(OpenAI):智能14.80、$64.2GPT-4.1 nano(OpenAI):智能9.60、$36.7GPT-5(high) (OpenAI):智能35.30、$789GPT-5 mini(high) (OpenAI):智能25.80、$130GPT-5.1(high) (OpenAI):智能37.50、$782GPT-5.4(xhigh) (OpenAI):智能53.10、$2183GPT-5.4 mini(xhigh) (OpenAI):智能40.90、$1096GPT-5.4 nano(xhigh) (OpenAI):智能39.70、$277GPT-5.5(high) (OpenAI):智能54.70、$1721GPT-5.5(low) (OpenAI):智能44.50、$374GPT-5.5(medium) (OpenAI):智能51.40、$939GPT-5.5(Non-reasoning) (OpenAI):智能35.80、$212GPT-5.5(xhigh) (OpenAI):智能56.30、$2778GPT-5.5 Instant(June 2026) (OpenAI):智能29.20、$423GPT-5.6 Sol(low) (OpenAI):智能50.70、$344GPT-5.6 Sol(max) (OpenAI):智能60.90、$2823GPT-5.6 Sol(medium) (OpenAI):智能55.60、$580GPT-5.6 Sol(Non-reasoning) (OpenAI):智能41.90、$240GPT-5.6 Sol(xhigh) (OpenAI):智能59.00、$1525GPT-5.6 Terra(high) (OpenAI):智能50.10、$395GPT-5.6 Terra(low) (OpenAI):智能41.30、$130GPT-5.6 Terra(max) (OpenAI):智能56.60、$1390GPT-5.6 Terra(medium) (OpenAI):智能46.80、$192GPT-5.6 Terra(Non-reasoning) (OpenAI):智能34.60、$98.5GPT-5.6 Terra(xhigh) (OpenAI):智能52.80、$590gpt-oss-120b(high) (OpenAI):智能24.10、$95.0gpt-oss-120b(low) (OpenAI):智能14.90、$24.2gpt-oss-20b(high) (OpenAI):智能15.20、$32.7Grok 4.3(high) (SpaceXAI):智能37.90、$288Grok 4.3(Non-reasoning) (SpaceXAI):智能25.00、$201Grok 4.5(high) (SpaceXAI):智能55.80、$579Grok Build 0.1 0616(SpaceXAI):智能40.70、$377Hy3(Tencent):智能42.20、$93.2Inkling(xhigh) (Thinking Machines):智能42.30、$698Inkling Small(Thinking Machines):智能41.20、$193Kimi K2.5(Reasoning) (Kimi):智能36.00、$304Kimi K2.6(Kimi):智能45.10、$841Kimi K3(low) (Kimi):智能48.30、$283Kimi K3(max) (Kimi):智能59.70、$2425Ling 3.0 Flash(InclusionAI):智能37.80、$72.8Llama 4 Maverick(Meta):智能14.50、$35.9Llama 4 Scout(Meta):智能10.30、$11.6LongCat 2.0(LongCat):智能34.00、$442Magistral Medium 1.2(Mistral):智能18.00、$920Magistral Small 1.2(Mistral):智能11.50、$301Mercury 2(Inception):智能21.90、$97.5MiMo-V2.5(Xiaomi):智能38.00、$25.2MiMo-V2.5-Pro(Xiaomi):智能42.90、$98.9MiniMax-M2.7(MiniMax):智能38.90、$143MiniMax-M3(MiniMax):智能45.40、$205Ministral 3 14B(Mistral):智能11.20、$119Ministral 3 3B(Mistral):智能7.10、$91.6Ministral 3 8B(Mistral):智能9.00、$114Mistral Large 3(Mistral):智能15.90、$71.1Mistral Medium 3.1(Mistral):智能14.70、$134Mistral Medium 3.5(Mistral):智能30.40、$883Mistral Small 3.1(Mistral):智能14.90、$29.8Mistral Small 3.2(Mistral):智能10.70、$129Mistral Small 4(Reasoning) (Mistral):智能19.70、$87.7Muse Glimmer(high) (Meta):智能35.10、$105Muse Spark 1.1(xhigh) (Meta):智能53.20、$547Nemotron 3 Super 120B A12B(Reasoning) (NVIDIA):智能25.70、$254Nemotron 3 Ultra 550B A55B(Reasoning) (NVIDIA):智能38.30、$534Nemotron 3.5 Lightning(NVIDIA):智能23.60、$71.5NVIDIA Nemotron 3 Nano 30B A3B(Reasoning) (NVIDIA):智能14.50、$39.4Qwen3 235B A22B 2507(Reasoning) (Alibaba):智能19.90、$170Qwen3 30B A3B 2507(Reasoning) (Alibaba):智能14.60、$152Qwen3 Coder Next(Alibaba):智能21.30、$250Qwen3 Next 80B A3B(Reasoning) (Alibaba):智能16.90、$84.0Qwen3.5 122B A10B(Non-reasoning) (Alibaba):智能28.20、$221Qwen3.5 122B A10B(Reasoning) (Alibaba):智能32.80、$444Qwen3.5 35B A3B(Non-reasoning) (Alibaba):智能24.30、$228Qwen3.5 397B A17B(Reasoning) (Alibaba):智能34.30、$527Qwen3.5 9B(Reasoning) (Alibaba):智能21.80、$240Qwen3.6 27B(Non-reasoning) (Alibaba):智能31.30、$359Qwen3.6 27B(Reasoning) (Alibaba):智能37.70、$667Qwen3.6 35B A3B(Non-reasoning) (Alibaba):智能24.60、$530Qwen3.6 35B A3B(Reasoning) (Alibaba):智能32.10、$505Qwen3.6 Plus(Alibaba):智能40.50、$526Qwen3.7 Max(Alibaba):智能46.70、$1064Qwen3.7 Plus(Alibaba):智能39.40、$322Qwen3.8 2.4T A95B(Alibaba):智能57.70、$1672Qwen3.8 Max(Alibaba):智能58.10、$1741Ring-2.6-1T(InclusionAI):智能31.70、$455Solar Pro 3(Upstage):智能14.50、$158Solar Pro 4(Upstage):智能41.60、$321Step 3.7 Flash(StepFun):智能30.90、$320GPT-5.6 Luna(Non-reasoning) (OpenAI):智能26.80、$10.2GPT-5.6 Luna(low) (OpenAI):智能33.90、$13.7GPT-5.6 Luna(medium) (OpenAI):智能38.90、$21.1GPT-5.6 Luna(high) (OpenAI):智能47.00、$55.0GPT-5.6 Luna(xhigh) (OpenAI):智能50.10、$95.1Gemini 3.7 Flash(low) (Google):智能50.90、$165GPT-5.6 Luna(max) (OpenAI):智能52.30、$172Gemini 3.7 Flash(medium) (Google):智能53.40、$278Gemini 3.7 Flash(high) (Google):智能56.00、$485Muse Spark 1.2(xhigh) (Meta):智能56.80、$639GPT-5.6 Sol(high) (OpenAI):智能57.30、$955Grok 4.6(high) (SpaceXAI):智能60.90、$1068Claude Opus 5(Adaptive Reasoning, High Effort) (Anthropic):智能61.50、$1974Claude Opus 5(Adaptive Reasoning, Xhigh Effort) (Anthropic):智能62.50、$2909Claude Opus 5(Adaptive Reasoning, Max Effort) (Anthropic):智能63.10、$3836Trinity Large Thinking(Arcee AI):智能18.70、$255Kimi K2.7 Code(Kimi):智能43.00、$545Kimi K2.7 CodeTrinity Large ThinkingGPT-5.6 Luna (Non-reasoning)Claude Opus 5 (max)
Kimi K2.7 CodeTrinity Large Thinking今天的Pareto frontier可下载权重模型前沿(open-weights frontier)所有其他模型
一对一对比

比较别的东西

智能体: Accept: text/markdown or ?format=md 返回此页面为 Markdown。 JSON: /api/v1/compare/kimi-k2-7-code/trinity-large-thinking · Markdown: /api/v1/compare/kimi-k2-7-code/trinity-large-thinking?format=md · llms.txt · 代理技巧