**agent模型选择**太复杂了吧,一堆模型一堆组合都不知道怎么选择了,有时候降模型更好,有时候降档位更好,官方也不全...

Prompt

**agent模型选择**太复杂了吧,一堆模型一堆组合都不知道怎么选择了,有时候降模型更好,有时候降档位更好,官方也不全部合并在一起按能力排行,删掉不如其他模型的档位比如terra max,sol low,arena虽然有排行榜但是大部分模型只有最高的那一两个档次,没办法分析. Gemini 4 Carbon (high) 1M Google Google 59 $7.76 85 118.58 124.49 Model Providers Claude Opus 5.5 (max with fallback) 1M Anthropic Anthropic 58 $10.04 97 729.62 734.79 Model Providers Claude Opus 5.5 (xhigh with fallback) 1M Anthropic Anthropic 57 $6.05 85 127.23 133.08 Model Providers GPT-6 Astra (max) 1M OpenAI OpenAI 57 $6.24 78 270.03 276.42 Model Providers GPT-6 Astra (xhigh) 1M OpenAI OpenAI 55 $3.66 66 149.41 156.99 Model Providers GPT-6 Astra (high) 1M OpenAI OpenAI 55 $3.24 63 48.12 56.08 Model Providers GPT-6.1 Sol (max) 1M OpenAI OpenAI 55 $1.27 79 315.06 321.37 Model Providers Claude Sonnet 5.5 (max with fallback) 1M Anthropic Anthropic 54 $10.02 139 463.03 466.62 Model Providers GPT-6.1 Sol (xhigh) 1M OpenAI OpenAI 52 $0.76 71 126.08 133.12 Model Providers Claude Opus 5.5 (high with fallback) 1M Anthropic Anthropic 52 $3.46 80 34.52 40.80 Model Providers GPT-6 Astra (medium) 1M OpenAI OpenAI 51 $2.73 57 5.07 13.86 Model Providers GPT-6.1 Terra (max) 1M OpenAI OpenAI 51 $0.96 97 274.62 279.76 Model Providers Gemini 4 Argon (high) 1M Google Google 50 $7.68 83 49.13 55.15 Model Providers GPT-6.1 Sol (high) 1M OpenAI OpenAI 50 $0.59 60 44.36 52.70 Model Providers Muse Wonder Full (max) 1M Meta Meta 50 -- -- -- -- Model Providers Claude Fable 5.1 (xhigh with fallback) 1M Anthropic Anthropic 50 $10.85 62 73.47 81.51 Model Providers Claude Sonnet 5.5 (xhigh with fallback) 1M Anthropic Anthropic 50 $4.09 107 29.68 34.34 Model Providers Claude Fable 5.1 (max with fallback) 1M Anthropic Anthropic 49 $12.99 69 238.66 245.94 Model Providers Claude Opus 5.5 (medium with fallback) 1M Anthropic Anthropic 48 $2.45 80 16.41 22.69 Model Providers Claude Fable 5.1 (high with fallback) 1M Anthropic Anthropic 47 $7.54 57 14.62 23.37 Model Providers GPT-6.1 Sol (medium) 1M OpenAI OpenAI 46 $0.36 50 4.99 15.04 Model Providers Kimi K3.1 Pro 1M Kimi Kimi 46 $3.68 31 3.27 84.23 Model Providers GPT-6.1 Terra (xhigh) 1M OpenAI OpenAI 45 $0.40 92 45.76 51.19 Model Providers Muse Wonder (max) 1.05M Meta Meta 43 $6.95 143 30.09 47.56 Model Providers GPT-6 Astra (low) 1M OpenAI OpenAI 43 $1.42 58 2.02 10.71 Model Providers Claude Fable 5.1 (medium with fallback) 1M Anthropic Anthropic 43 $5.56 55 3.25 12.38 Model Providers GPT-6.1 Terra (high) 1M OpenAI OpenAI 42 $0.26 91 12.98 18.48 Model Providers Claude Sonnet 5.5 (high with fallback) 1M Anthropic Anthropic 41 $1.64 103 10.95 15.80 Model Providers Claude Fable 5.1 (low with fallback) 1M Anthropic Anthropic 38 $4.47 55 2.27 11.39 Model Providers GPT-6.1 Terra (medium) 1M OpenAI OpenAI 38 $0.17 91 3.11 8.61 Model Providers Claude Haiku 5.5 (max) 1M Anthropic Anthropic 36 $0.41 235 341.05 343.18 Model Providers Grok 4.7 (high) 500k SpaceXAI SpaceXAI 35 $6.18 78 32.59 38.96 Model Providers GPT-6.1 Sol (low) 1M OpenAI OpenAI 35 $0.16 52 2.28 11.84 Model Providers Claude Opus 5.5 (low with fallback) 1M Anthropic Anthropic 35 $0.98 78 6.16 12.60 Model Providers Claude Haiku 5.5 (xhigh) 1M Anthropic Anthropic 34 $0.25 186 73.30 75.98 Model Providers Grok 4.7 (xhigh) 500k SpaceXAI SpaceXAI 34 $7.51 87 42.06 47.81 Model Providers Qwen3.8 Max (0902) 984k Alibaba Alibaba 34 $10.02 40 3.10 65.50 Model Providers DeepSeek V4.1 Flash 1017 (max) 1M DeepSeek DeepSeek 32 $0.60 175 1.10 15.38 Model Providers GLM-5.3 (max) 1M Z AI Z AI 32 $5.01 76 1.76 34.76 Model Providers Grok 4.7 (low) 500k SpaceXAI SpaceXAI 31 $2.92 72 5.74 12.68 Model Providers Gemini 3.8 Flash (high) 1M Google Google 31 $7.77 120 24.69 28.85 Model Providers GPT-6.1 Terra (non-reasoning) 1M OpenAI OpenAI 30 $0.23 90 0.96 6.52 Model Providers Claude Sonnet 5.5 (medium with fallback) 1M Anthropic Anthropic 30 $0.78 101 3.75 8.71 Model Providers Gemini 3.8 Flash (medium) 1M Google Google 30 $6.26 -- -- -- Model Providers MiMo-V2.6-Pro 1M Xiaomi Xiaomi 30 $0.26 49 3.09 53.75 Model Providers Claude Haiku 5.5 (high) 1M Anthropic Anthropic 30 $0.16 173 19.76 22.65 Model Providers Ling 3.1 Flash 1019 1.05M InclusionAI InclusionAI 29 $3.19 -- -- -- Model Providers GPT-6.1 Terra (low) 1M OpenAI OpenAI 29 $0.07 91 1.41 6.91 Model Providers MiniMax-M3.1-Flash 1M MiniMax MiniMax 29 $0.49 119 1.28 22.30 Model Providers Step 5 Preview 1M StepFun StepFun 29 $2.35 165 0.92 16.03 Model Providers GPT-6 Luna (max) 1M OpenAI OpenAI 28 $0.15 118 97.69 101.92 Model Providers GLM-5.3-Flash 1M Z AI Z AI 28 $0.58 69 1.48 37.88 Model Providers MiMo-V2.6-Flash 1M Xiaomi Xiaomi 27 $0.13 45 3.10 58.35 Model Providers Mistral Large 4 (high) 1M Mistral Mistral 26 $2.06 161 1.42 16.92 Model Providers Claude Sonnet 5.5 (low with fallback) 1M Anthropic Anthropic 25 $0.51 105 1.30 6.04 Model Providers Muse Spark Open (xhigh) 1.05M Meta Meta 25 $2.02 139 0.73 18.67 Model Providers Claude Haiku 5.5 (medium) 1M Anthropic Anthropic 25 $0.09 169 11.41 14.36 Model Providers GPT-6 Luna (xhigh) 1M OpenAI OpenAI 23 $0.10 119 27.38 31.58 Model Providers 所以我现在一直用**Artificial Analysis对比所有模型的能力与价格来分析不同难度的任务究竟要选择哪个模型哪个推理档次**.但是我担心这个网站不权威,数据排行不准确,所以我想让你找一下有没有更准确的平台.搜索20轮不能少