Qwen3 Coder Next 对比 Trinity Large Thinking

哪个更划算: Qwen3 Coder Next 通过 Alibaba 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 2026-09-09。

需要权衡

这个模型系列的常见写法:通义千问 / 千问。

结论

取决于你的预算

Trinity Large Thinking 的得分高 0.8 分(10.9 对 10.1),但运行基准测试的成本为对方的 1.1×($518 对 $476;成本档次:高端 对 中端)。 如果额外的智能值得多花的钱,选 Trinity Large Thinking;否则选 Qwen3 Coder Next。

指标Qwen3 Coder NextTrinity Large Thinking差异
智能分(越高越好)10.110.9+7.9% Trinity Large Thinking 智能高 7.9%
AA 总成本(越低越好)$476.03$518.07+8.8% Trinity Large Thinking 贵 8.8%
端到端时间(越低越好)5.52s8.78s+59.1% 慢 Trinity Large Thinking is 59.1%
每 100 万个代币的价格(输入/输出)$0.35 / $1.20$0.25 / $0.90
输入类型未公布未公布

Trinity Large Thinking 对比 Qwen3 Coder Next:智能分高 7.9%,运行 AA 基准测试的成本高 8.8%,端到端时间慢 59.1%。

今天的Pareto frontier

与帕累托前沿比较

0102030405060$20$50$100$200$500$1k$2k$5k$10k$20k运行 Artificial Analysis Intelligence Index 的成本(USD,对数刻度)智能指数Celeris-1(Celeris):智能6.30、$60.0Claude 4.5 Haiku(Reasoning) (Anthropic):智能17.60、$524Claude 4.5 Sonnet(Reasoning) (Anthropic):智能21.20、$1501Claude Fable 5(Adaptive Reasoning, Max Effort, Opus 4.8 Fallback) (Anthropic):智能49.70、$11161Claude Fable 5.1(Adaptive Reasoning, High Effort, Default Fallback) (Anthropic):智能51.20、$5242Claude Fable 5.1(Adaptive Reasoning, Low Effort, Default Fallback) (Anthropic):智能47.00、$3158Claude Fable 5.1(Adaptive Reasoning, Medium Effort, Default Fallback) (Anthropic):智能49.10、$3983Claude Opus 4.8(Adaptive Reasoning, Max Effort) (Anthropic):智能42.00、$6874Claude Opus 5(Adaptive Reasoning, High Effort) (Anthropic):智能48.20、$4332Claude Opus 5(Adaptive Reasoning, Low Effort) (Anthropic):智能39.80、$1561Claude Opus 5(Adaptive Reasoning, Max Effort) (Anthropic):智能50.70、$7275Claude Opus 5(Adaptive Reasoning, Medium Effort) (Anthropic):智能45.10、$2732Claude Opus 5(Adaptive Reasoning, Xhigh Effort) (Anthropic):智能49.70、$5868Claude Sonnet 4.6(Adaptive Reasoning, Max Effort) (Anthropic):智能30.50、$4925Claude Sonnet 5(Adaptive Reasoning, Low Effort) (Anthropic):智能24.70、$653Claude Sonnet 5(Adaptive Reasoning, Max Effort) (Anthropic):智能38.40、$6998Claude Sonnet 5(Adaptive Reasoning, Medium Effort) (Anthropic):智能28.40、$1218DeepSeek R1(Jan '25) (DeepSeek):智能11.40、$461DeepSeek V3(Dec '24) (DeepSeek):智能8.50、$25.4DeepSeek V3 0324(DeepSeek):智能9.70、$87.2DeepSeek V4 Flash(Reasoning, High Effort) (DeepSeek):智能24.80、$210DeepSeek V4 Flash(Reasoning, Max Effort) (DeepSeek):智能24.60、$191DeepSeek V4 Flash 0731(Reasoning, Max Effort) (DeepSeek):智能34.50、$474DeepSeek V4 Flash Vision(Reasoning, Max Effort) (DeepSeek):智能35.00、$445DeepSeek V4 Pro(Reasoning, Max Effort) (DeepSeek):智能30.90、$277DeepSeek V4 Pro 0813(Reasoning, Max Effort) (DeepSeek):智能36.30、$1122Gemini 2.5 Pro(Google):智能16.70、$707Gemini 3.1 Flash-Lite(Google):智能16.00、$119Gemini 3.1 Pro Preview(Google):智能30.40、$1310Gemini 3.5 Flash(high) (Google):智能33.00、$2172Gemini 3.5 Flash-Lite(Google):智能22.70、$267Gemini 3.6 Flash(high) (Google):智能34.30、$1037Gemini 3.7 Flash(high) (Google):智能39.40、$1084Gemini 3.8 Flash(high) (Google):智能41.20、$1623Gemini 3.8 Flash(medium) (Google):智能40.00、$1100GLM-5.3(max) (Z AI):智能44.90、$2503GPT-5 mini(high) (OpenAI):智能17.40、$189GPT-5.4 mini(xhigh) (OpenAI):智能24.60、$1438GPT-5.4 nano(xhigh) (OpenAI):智能21.20、$331GPT-5.5(high) (OpenAI):智能37.30、$3411GPT-5.5(medium) (OpenAI):智能34.20、$2095GPT-5.5(xhigh) (OpenAI):智能38.60、$5294GPT-5.5 Instant(June 2026) (OpenAI):智能26.80、$1184GPT-5.6 Luna(max) (OpenAI):智能37.50、$320GPT-5.6 Sol(low) (OpenAI):智能33.80、$637GPT-5.6 Sol(max) (OpenAI):智能47.10、$3465GPT-5.6 Sol(medium) (OpenAI):智能39.50、$997GPT-5.6 Sol(xhigh) (OpenAI):智能44.10、$2082GPT-5.6 Terra(high) (OpenAI):智能34.50、$768GPT-5.6 Terra(max) (OpenAI):智能42.30、$2501GPT-5.6 Terra(xhigh) (OpenAI):智能38.20、$1187GPT-6 Astra(Non-reasoning) (OpenAI):智能45.20、$2441gpt-oss-120b(high) (OpenAI):智能12.30、$122gpt-oss-20b(high) (OpenAI):智能9.00、$29.4Grok 4.3(high) (SpaceXAI):智能25.40、$332Grok 4.3(Non-reasoning) (SpaceXAI):智能14.50、$203Grok 4.5(high) (SpaceXAI):智能39.10、$1404Grok 4.6(high) (SpaceXAI):智能44.40、$2352Grok 4.6(low) (SpaceXAI):智能35.40、$761Grok 4.6(medium) (SpaceXAI):智能43.00、$1937Grok 4.6(xhigh) (SpaceXAI):智能44.30、$2830Hy3(Tencent):智能25.80、$149Inkling(xhigh) (Thinking Machines):智能25.50、$1026Inkling Small(Thinking Machines):智能26.10、$241Kimi K2.7 Code(Kimi):智能26.30、$993Kimi K3(max) (Kimi):智能43.80、$3658Llama 4 Maverick(Meta):智能9.30、$45.5Llama 4 Scout(Meta):智能6.50、$77.6LongCat 2.0(LongCat):智能19.70、$545Mercury 2(Inception):智能11.50、$153MiniMax-M2.7(MiniMax):智能23.20、$236MiniMax-M3(MiniMax):智能29.60、$538Ministral 3 14B(Mistral):智能6.00、$250Ministral 3 3B(Mistral):智能4.80、$61.3Ministral 3 8B(Mistral):智能5.50、$169Mistral Large 3(Mistral):智能9.70、$130Mistral Medium 3.5(Mistral):智能14.90、$1160Mistral Small 3.1(Mistral):智能7.40、$35.8Mistral Small 3.2(Mistral):智能7.00、$163Mistral Small 4(Reasoning) (Mistral):智能11.50、$78.7Muse Glimmer(high) (Meta):智能18.10、$152Muse Spark 1.1(xhigh) (Meta):智能34.30、$1737Muse Spark 1.2(xhigh) (Meta):智能39.80、$1385Muse Spark 1.3(xhigh) (Meta):智能45.20、$1655Nemotron 3 Super 120B A12B(Reasoning) (NVIDIA):智能13.60、$859Nemotron 3 Ultra 550B A55B(Reasoning) (NVIDIA):智能23.40、$801Nemotron 3.5 Lightning(NVIDIA):智能13.60、$105NVIDIA Nemotron 3 Nano 30B A3B(Reasoning) (NVIDIA):智能8.90、$63.7Quasar 438B(max, based on GLM-5.2) (Multiverse Computing):智能27.10、$2504Qwen3 235B A22B 2507(Reasoning) (Alibaba):智能12.70、$235Qwen3 30B A3B 2507(Reasoning) (Alibaba):智能9.80、$188Qwen3.5 122B A10B(Reasoning) (Alibaba):智能16.20、$661Qwen3.5 397B A17B(Reasoning) (Alibaba):智能19.10、$941Qwen3.6 27B(Reasoning) (Alibaba):智能21.90、$1145Qwen3.7 Max(Alibaba):智能29.90、$2277Qwen3.7 Plus(Alibaba):智能25.80、$568Qwen3.8 2.4T A95B(Alibaba):智能40.00、$2632Qwen3.8 27B(xhigh) (Alibaba):智能33.90、$1170Qwen3.8 Max(Alibaba):智能40.30、$3172Ring-2.6-1T(InclusionAI):智能17.30、$576Solar Pro 3(Upstage):智能7.80、$159Granite 4.2 3B(IBM):智能9.10、$14.9MiMo-V2.5(Xiaomi):智能22.30、$42.6MiMo-V2.5-Pro(Xiaomi):智能26.40、$138GPT-5.6 Luna(xhigh) (OpenAI):智能34.80、$179GLM-5.3-Flash(Z AI):智能41.90、$280GPT-5.6 Sol(high) (OpenAI):智能42.50、$1487GPT-6 Astra(low) (OpenAI):智能46.00、$1537Muse Spark 1.3(max) (Meta):智能48.20、$2000GPT-6 Astra(medium) (OpenAI):智能49.70、$2434GPT-6 Astra(high) (OpenAI):智能51.00、$2917GPT-6 Astra(xhigh) (OpenAI):智能52.50、$3803GPT-6 Astra(max) (OpenAI):智能52.80、$5324Claude Fable 5.1(Adaptive Reasoning, Xhigh Effort, Default Fallback) (Anthropic):智能53.20、$9063Claude Fable 5.1(Adaptive Reasoning, Max Effort, Default Fallback) (Anthropic):智能53.40、$13129Trinity Large Thinking(Arcee AI):智能10.90、$518Qwen3 Coder Next(Alibaba):智能10.10、$476Qwen3 Coder NextTrinity Large ThinkingGranite 4.2 3BClaude Fable 5.1 (max)
Qwen3 Coder NextTrinity 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/qwen3-coder-next/trinity-large-thinking · Markdown: /api/v1/compare/qwen3-coder-next/trinity-large-thinking?format=md · llms.txt · 代理技巧