竞争格局追踪器
分析完整的AI模型生态系统,通过评分与价格轴定位 300 个模型。发现以低成本提供顶级性能的隐藏宝藏,并识别应避免的价格偏高模型。
格局概览
总计分析
300
个模型已分析
高端领导者
91
高评分 + 高成本
隐藏宝藏
54
高评分 + 低成本
经济选择
93
低评分 + 低成本
价格偏高
54
低评分 + 高成本
模型象限分布
Premium Leaders30.3%
Hidden Gems18.0%
Budget Options31.0%
Overpriced18.0%
Free Tier2.7%
LMMarketCap.com
象限图
评分与价格定位高评分
低成本高成本
隐藏宝藏
高于中位数评分、低于中位数成本 - 按性价比排序| # | 模型 | 评分 | 成本/1M | 性价比 |
|---|---|---|---|---|
| 1 | GPT-5 Nano (batch)OpenAI | 77 | $0.112 | 682.7 |
| 2 | GLM 5.3 Flash (batch)Zhipu AI | 70 | $0.115 | 606.1 |
| 3 | GPT-5 NanoOpenAI | 77 | $0.225 | 341.3 |
| 4 | Qwen3.5-9BAlibaba | 67 | $0.210 | 316.7 |
| 5 | Gemini 2.5 Flash LiteGoogle | 79 | $0.250 | 316.4 |
| 6 | DeepSeek V3.2DeepSeek | 83 | $0.320 | 260.6 |
| 7 | GPT-5.6 Luna Pro (batch)OpenAI | 89 | $0.350 | 254.3 |
| 8 | GPT-5.6 Luna (batch)OpenAI | 89 | $0.350 | 254.3 |
| 9 | Gemma 4 31BGoogle | 76 | $0.300 | 253.0 |
| 10 | Claude Haiku 5.5Anthropic | 70 | $0.300 | 233.0 |
| 11 | GPT-5.4 Nano (batch)OpenAI | 79 | $0.362 | 218.8 |
| 12 | GLM 5.3 FlashZhipu AI | 70 | $0.325 | 214.5 |
| 13 | DeepSeek V3.2 ExpDeepSeek | 72 | $0.340 | 211.2 |
| 14 | GPT-4o-miniOpenAI | 69 | $0.375 | 184.8 |
| 15 | GPT-5 Mini (batch)OpenAI | 77 | $0.563 | 136.5 |
| 16 | GPT-5.6 Luna ProOpenAI | 89 | $0.700 | 127.1 |
| 17 | GPT-5.6 LunaOpenAI | 89 | $0.700 | 127.1 |
| 18 | Qwen3.5-35B-A3BAlibaba | 69 | $0.570 | 120.5 |
| 19 | DeepSeek V3.1DeepSeek | 72 | $0.600 | 119.7 |
| 20 | Gemma 2 27BGoogle | 77 | $0.650 | 119.1 |
| 21 | DeepSeek V3DeepSeek | 70 | $0.605 | 114.9 |
| 22 | Gemini 3.5 Flash Lite (batch)Google | 79 | $0.700 | 112.9 |
| 23 | GPT-5.4 NanoOpenAI | 79 | $0.725 | 109.4 |
| 24 | Llama 4 MaverickMeta | 70 | $0.675 | 104.3 |
| 25 | Gemini 3 Flash Preview (batch)Google | 88 | $0.875 | 101.0 |
| 26 | DeepSeek V3 0324DeepSeek | 72 | $0.715 | 100.4 |
| 27 | Llama 3.3 70B InstructMeta | 67 | $0.690 | 96.8 |
| 28 | GLM 5.3Zhipu AI | 69 | $0.735 | 93.7 |
| 29 | GLM 5.3 FlashX LegalZhipu AI | 70 | $0.810 | 86.0 |
| 30 | GLM 5.3 FlashXZhipu AI | 70 | $0.810 | 86.0 |
| 31 | Gemini 3.1 Flash Lite PreviewGoogle | 71 | $0.875 | 80.8 |
| 32 | GPT-5.1-Codex-MiniOpenAI | 89 | $1.13 | 78.8 |
| 33 | Gemini 3.8 Flash (batch)Google | 81 | $1.13 | 72.0 |
| 34 | Mistral Large 3 2512Mistral AI | 67 | $1.00 | 67.0 |
| 35 | GPT-5.4 Mini (batch)OpenAI | 79 | $1.31 | 60.4 |
| 36 | R1 0528DeepSeek | 79 | $1.33 | 59.9 |
| 37 | Qwen3.5-122B-A10BAlibaba | 70 | $1.17 | 59.7 |
| 38 | o4 Mini (batch)OpenAI | 81 | $1.38 | 59.2 |
| 39 | Grok 4.3 (batch)xAI | 89 | $1.50 | 59.0 |
| 40 | Gemini 2.5 FlashGoogle | 79 | $1.40 | 56.5 |
| 41 | Gemini 3.5 Flash LiteGoogle | 79 | $1.40 | 56.4 |
| 42 | GLM 4.5VZhipu AI | 68 | $1.20 | 56.4 |
| 43 | GLM 5.3 (batch)Zhipu AI | 69 | $1.23 | 56.2 |
| 44 | o3 Mini (batch)OpenAI | 74 | $1.38 | 54.0 |
| 45 | GLM 4.6Zhipu AI | 67 | $1.25 | 53.7 |
| 46 | Gemini 3 Flash PreviewGoogle | 88 | $1.75 | 50.5 |
| 47 | Mistral Large 4Mistral AI | 68 | $1.40 | 48.8 |
| 48 | Qwen3.5-27BAlibaba | 69 | $1.43 | 48.5 |
| 49 | GLM 4.7Zhipu AI | 67 | $1.40 | 47.9 |
| 50 | GLM 4.5Zhipu AI | 67 | $1.40 | 47.9 |
| 51 | Grok 4.3xAI | 89 | $1.88 | 47.4 |
| 52 | Grok 4.20xAI | 89 | $1.88 | 47.4 |
| 53 | Grok 4.20 Multi-AgentxAI | 88 | $1.88 | 46.9 |
| 54 | Claude Haiku 4.5 (batch)Anthropic | 70 | $1.50 | 46.6 |
高端领导者
高于中位数评分和成本 - 按评分排序| # | 模型 | 评分 | 成本/1M |
|---|---|---|---|
| 1 | Claude Fable 5.1Anthropic | 96 | $30.00 |
| 2 | Claude Fable 5.1 (batch)Anthropic | 96 | $15.00 |
| 3 | Claude Fable 5Anthropic | 96 | $30.00 |
| 4 | Claude Fable 5 (batch)Anthropic | 96 | $15.00 |
| 5 | Claude Opus 5.5Anthropic | 95 | $12.00 |
| 6 | Claude Opus 5Anthropic | 95 | $15.00 |
| 7 | Claude Opus 4.8Anthropic | 95 | $15.00 |
| 8 | Claude Opus 4.7Anthropic | 95 | $15.00 |
| 9 | GPT-5.5 ProOpenAI | 93 | $105.00 |
| 10 | GPT-5.5 Pro (batch)OpenAI | 93 | $52.50 |
| 11 | GPT-5.5OpenAI | 93 | $17.50 |
| 12 | Gemini 3.1 Pro Preview Custom ToolsGoogle | 92 | $7.00 |
| 13 | Gemini 3.1 Pro PreviewGoogle | 92 | $7.00 |
| 14 | Gemini 3.1 Pro Preview (batch)Google | 92 | $3.50 |
| 15 | GPT-5.4 ProOpenAI | 92 | $105.00 |
| 16 | GPT-5.4 Pro (batch)OpenAI | 92 | $52.50 |
| 17 | GPT-5.4OpenAI | 92 | $8.75 |
| 18 | GPT-5.3-CodexOpenAI | 91 | $7.88 |
| 19 | GPT-5.2-CodexOpenAI | 91 | $7.88 |
| 20 | GPT-5.2 ChatOpenAI | 91 | $7.88 |
| 21 | GPT-5.2 ProOpenAI | 91 | $94.50 |
| 22 | GPT-5.2 Pro (batch)OpenAI | 91 | $47.25 |
| 23 | GPT-5.2OpenAI | 91 | $7.88 |
| 24 | Claude Opus 4.6Anthropic | 90 | $15.00 |
| 25 | GPT-5.6 Terra ProOpenAI | 89 | $7.00 |
| 26 | GPT-5.6 Terra Pro (batch)OpenAI | 89 | $3.50 |
| 27 | GPT-5.6 TerraOpenAI | 89 | $7.00 |
| 28 | GPT-5.6 Terra (batch)OpenAI | 89 | $3.50 |
| 29 | GPT-5.6 Sol ProOpenAI | 89 | $12.00 |
| 30 | GPT-5.6 Sol Pro (batch)OpenAI | 89 | $6.00 |
| 31 | GPT-5.6 SolOpenAI | 89 | $12.00 |
| 32 | GPT-5.6 Sol (batch)OpenAI | 89 | $6.00 |
| 33 | GPT-5.5 (batch)OpenAI | 89 | $8.75 |
| 34 | GPT-5.4 (batch)OpenAI | 89 | $4.38 |
| 35 | Grok 4.7xAI | 89 | $4.00 |
| 36 | Grok 4.6xAI | 89 | $4.00 |
| 37 | Grok 4.5xAI | 89 | $4.00 |
| 38 | GPT-5.2 (batch)OpenAI | 89 | $3.94 |
| 39 | GPT-5.1-Codex-MaxOpenAI | 89 | $5.63 |
| 40 | GPT-5.1OpenAI | 89 | $5.63 |
| 41 | GPT-5.1 (batch)OpenAI | 89 | $2.81 |
| 42 | GPT-5.1-CodexOpenAI | 89 | $5.63 |
| 43 | GPT-5 ProOpenAI | 89 | $67.50 |
| 44 | GPT-5 Pro (batch)OpenAI | 89 | $33.75 |
| 45 | GPT-5OpenAI | 89 | $5.63 |
| 46 | GPT-5 (batch)OpenAI | 89 | $2.81 |
| 47 | Grok 4.7 (batch)xAI | 88 | $3.20 |
| 48 | Grok 4.6 (batch)xAI | 88 | $3.20 |
| 49 | o3 ProOpenAI | 87 | $50.00 |
| 50 | o3OpenAI | 87 | $5.00 |
| 51 | o3 (batch)OpenAI | 87 | $2.50 |
| 52 | Claude Sonnet 5.5Anthropic | 85 | $6.00 |
| 53 | Claude Sonnet 5Anthropic | 85 | $6.00 |
| 54 | Claude Sonnet 4.6Anthropic | 85 | $9.00 |
| 55 | Claude Opus 4.5Anthropic | 85 | $15.00 |
| 56 | Claude Opus 4.5 (batch)Anthropic | 85 | $7.50 |
| 57 | Claude Opus 4.8 (batch)Anthropic | 84 | $7.50 |
| 58 | Claude Opus 4.7 (batch)Anthropic | 84 | $7.50 |
| 59 | Claude Opus 4.6 (batch)Anthropic | 84 | $7.50 |
| 60 | Gemini 2.5 ProGoogle | 84 | $5.63 |
| 61 | Gemini 2.5 Pro Preview 06-05Google | 84 | $5.63 |
| 62 | Claude Opus 4.1 (batch)Anthropic | 83 | $22.50 |
| 63 | Claude Sonnet 4.5Anthropic | 82 | $9.00 |
| 64 | Claude Opus 4.1Anthropic | 82 | $45.00 |
| 65 | GPT-6 AstraOpenAI | 82 | $30.00 |
| 66 | GPT-6 Astra (batch)OpenAI | 82 | $15.00 |
| 67 | GPT-6 Astra ProOpenAI | 82 | $30.00 |
| 68 | GPT-6 Astra Pro (batch)OpenAI | 82 | $15.00 |
| 69 | Gemini 3.8 FlashGoogle | 81 | $2.48 |
| 70 | GPT-5.4 MiniOpenAI | 79 | $2.63 |
| 71 | Gemini 3.5 FlashGoogle | 79 | $5.25 |
| 72 | Gemini 3.5 Flash (batch)Google | 79 | $2.63 |
| 73 | Claude Sonnet 4.6 (batch)Anthropic | 75 | $4.50 |
| 74 | Claude Sonnet 4.5 (batch)Anthropic | 75 | $4.50 |
| 75 | GPT-4o (batch)OpenAI | 72 | $3.13 |
| 76 | GPT-4o (2024-11-20)OpenAI | 71 | $6.25 |
| 77 | GPT-4o (2024-08-06)OpenAI | 71 | $6.25 |
| 78 | GPT-4oOpenAI | 71 | $6.25 |
| 79 | GPT-4o (2024-05-13)OpenAI | 71 | $10.00 |
| 80 | Qwen3.5 397B A17BAlibaba | 71 | $2.05 |
| 81 | Claude Haiku 4.5Anthropic | 70 | $3.00 |
| 82 | GLM 5V TurboZhipu AI | 69 | $2.60 |
| 83 | GLM 5.3 PrimeZhipu AI | 69 | $5.80 |
| 84 | GLM 5.2Zhipu AI | 69 | $3.40 |
| 85 | GLM 5.1Zhipu AI | 68 | $2.90 |
| 86 | GLM 5 TurboZhipu AI | 68 | $2.60 |
| 87 | GLM 5Zhipu AI | 68 | $2.10 |
| 88 | GPT-4.1OpenAI | 68 | $5.00 |
| 89 | GPT-4.1 (batch)OpenAI | 68 | $2.50 |
| 90 | Mistral Large 2407Mistral AI | 66 | $4.00 |
| 91 | Mistral LargeMistral AI | 66 | $4.00 |
经济选择
低于中位数评分和成本 - 按评分排序| # | 模型 | 评分 | 成本/1M |
|---|---|---|---|
| 1 | Composer 2Cursor | 66 | $1.50 |
| 2 | Qwen3 235B A22B Thinking 2507Alibaba | 65 | $1.98 |
| 3 | Qwen3 235B A22B Instruct 2507Alibaba | 65 | $0.470 |
| 4 | MiniMax M1MiniMax | 64 | $1.38 |
| 5 | GLM 4.5 AirZhipu AI | 64 | $0.490 |
| 6 | MiniMax M2.7MiniMax | 64 | $0.525 |
| 7 | MiniMax M2.5MiniMax | 64 | $0.610 |
| 8 | Llama 3.1 70B InstructMeta | 64 | $0.720 |
| 9 | GPT-4o-mini (batch)OpenAI | 63 | $0.188 |
| 10 | Phi 4Microsoft | 61 | $0.105 |
| 11 | Llama 4 ScoutMeta | 60 | $0.200 |
| 12 | GPT-4.1 Mini (batch)OpenAI | 59 | $0.500 |
| 13 | GPT-4.1 Nano (batch)OpenAI | 59 | $0.125 |
| 14 | Claude Haiku 5.5 (batch)Anthropic | 58 | $0.150 |
| 15 | Command A+Cohere | 51 | $0.900 |
| 16 | Kimi K2.5Moonshot AI | 48 | $1.50 |
| 17 | GPT-4o-mini (2024-07-18)OpenAI | 46 | $0.375 |
| 18 | GPT-4.1 MiniOpenAI | 44 | $1.000 |
| 19 | Llama 3.1 8B InstructMeta | 41 | $0.065 |
| 20 | GPT-5 MiniOpenAI | 41 | $1.13 |
| 21 | Command R (08-2024)Cohere | 41 | $0.375 |
| 22 | ricursiveAI/Ripple-65B-Previewricursiveai | 40 | $0.400 |
| 23 | Hy4Tencent | 40 | $0.834 |
| 24 | Particle-1particle-ai | 40 | $0.275 |
| 25 | GPT-6.1 Terra Pro (batch)OpenAI | 40 | $1.50 |
| 26 | GPT-6.1 Terra (batch)OpenAI | 40 | $1.50 |
| 27 | MiniMax M3.1 FlashMiniMax | 40 | $0.375 |
| 28 | DeepSeek V4.1 Flash 1017DeepSeek | 40 | $0.375 |
| 29 | Glimpseelorian | 40 | $1.80 |
| 30 | Beam 1.0 501B A23Breflection | 40 | $0.650 |
| 31 | Mercury 3Inception | 40 | $0.225 |
| 32 | Ternary Bonsai 2 9Bprism-ml | 40 | $0.105 |
| 33 | Moondream 3 Previewmoondream | 40 | $1.40 |
| 34 | Moondream 3.1moondream | 40 | $1.40 |
| 35 | Nemotron 3.5 Super VLNVIDIA | 40 | $0.325 |
| 36 | Pareto 26.10unbiased | 40 | $2.00 |
| 37 | Pareto Latest~unbiased | 40 | $2.00 |
| 38 | LFM2.5-24B-A2BLiquid AI | 40 | $0.375 |
| 39 | Summarizescaledown | 40 | $0.020 |
| 40 | Extractscaledown | 40 | $0.020 |
| 41 | Step 5 PreviewStepFun | 40 | $1.85 |
| 42 | Ling 3.1 Flashinclusionai | 40 | $0.150 |
| 43 | Perceptron Mk1.5perceptron | 40 | $0.825 |
| 44 | Aion 3.5 Miniaion-labs | 40 | $1.05 |
| 45 | Solar Mini 4Upstage | 40 | $0.125 |
| 46 | GPT-6 Luna ProOpenAI | 40 | $0.300 |
| 47 | GPT-6 Luna Pro (batch)OpenAI | 40 | $0.150 |
| 48 | GPT-6 LunaOpenAI | 40 | $0.300 |
| 49 | GPT-6 Luna (batch)OpenAI | 40 | $0.150 |
| 50 | MiMo-V2.6-FlashXiaomi | 40 | $0.210 |
| 51 | MiMo-V2.6-ProXiaomi | 40 | $0.652 |
| 52 | Qwen3.8 Omni FlashAlibaba | 40 | $0.310 |
| 53 | Ternary Bonsai 2 27Bprism-ml | 40 | $0.287 |
| 54 | DeepSeek Flash Latest~deepseek | 40 | $0.253 |
| 55 | Schematron V2 Turboinference-net | 40 | $0.090 |
| 56 | Schematron V2 Smallinference-net | 40 | $0.140 |
| 57 | GPT Luna Latest~openai | 40 | $0.300 |
| 58 | Ling 3.0 Flash VLinclusionai | 40 | $0.120 |
| 59 | DeepSeek V4.1 FlashDeepSeek | 40 | $0.309 |
| 60 | DeepSeek V4.1 Flash (batch)DeepSeek | 40 | $0.224 |
| 61 | Mercury 2.5Inception | 40 | $0.095 |
| 62 | Muse Spark 1.3 Contributormeta | 40 | $0.150 |
| 63 | Granite 4.2 8BIBM | 40 | $0.155 |
| 64 | Hy4 previewTencent | 40 | $1.67 |
| 65 | GLM Flash Latest~z-ai | 40 | $0.060 |
| 66 | Qwen3.8 FlashAlibaba | 40 | $0.310 |
| 67 | Muse Spark 1.2 Contributormeta | 40 | $0.150 |
| 68 | DeepSeek V4 Flash Vision ExpDeepSeek | 40 | $0.880 |
| 69 | Hy-MT2-1.8BTencent | 40 | $0.111 |
| 70 | Hy-MT2-30B-A3BTencent | 40 | $0.184 |
| 71 | GLM Latest~z-ai | 40 | $0.735 |
| 72 | Hy-MT2-7BTencent | 40 | $0.184 |
| 73 | Qwen3.8 27BAlibaba | 40 | $1.01 |
| 74 | Gemini 3.7 Flash (batch)Google | 40 | $1.13 |
| 75 | Seed 2.1 TurboByteDance | 40 | $1.50 |
| 76 | Seed-2.0-CodeByteDance | 40 | $1.75 |
| 77 | LFM2.5-2.6BLiquid AI | 40 | $0.425 |
| 78 | Nemotron 3.5 LightningNVIDIA | 40 | $0.135 |
| 79 | Solar Pro 4Upstage | 40 | $0.375 |
| 80 | Muse Glimmer 30Bmeta | 40 | $0.750 |
| 81 | Ling 3.0 Tinyinclusionai | 40 | $0.030 |
| 82 | DeepSeek V4 Flash Latest~deepseek | 40 | $0.178 |
| 83 | DeepSeek V4 Flash 0731DeepSeek | 40 | $0.178 |
| 84 | Inkling Smallthinkingmachines | 40 | $0.825 |
| 85 | Qwen3.7 FlashAlibaba | 40 | $0.080 |
| 86 | Ling 3.0 Flashinclusionai | 40 | $0.042 |
| 87 | Gemini 3.6 Flash (batch)Google | 40 | $1.13 |
| 88 | LongCat 2.0Meituan | 40 | $0.750 |
| 89 | Aion-3.0-Miniaion-labs | 40 | $1.05 |
| 90 | Hy3Tencent | 40 | $0.330 |
| 91 | Nemotron 3.5 Content SafetyNVIDIA | 40 | $0.200 |
| 92 | Jev Routertypesafe | 40 | $-1000000.0000 |
| 93 | SwitchyardNVIDIA | 40 | $-1000000.0000 |
价格偏高 模型
低于中位数评分、高于中位数成本| # | 模型 | 评分 | 成本/1M | 评分差距 |
|---|---|---|---|---|
| 1 | GPT-6.1 Terra ProOpenAI | 40 | $3.00 | -25.9 |
| 2 | GPT-6.1 TerraOpenAI | 40 | $3.00 | -25.9 |
| 3 | Kimi K3.1 ProMoonshot AI | 40 | $6.00 | -25.9 |
| 4 | Muse Spark Openmeta | 40 | $2.75 | -25.9 |
| 5 | Pareto 26.9unbiased | 40 | $5.00 | -25.9 |
| 6 | Gemini 4 ArgonGoogle | 40 | $6.00 | -25.9 |
| 7 | Gemini 4 Argon (batch)Google | 40 | $3.00 | -25.9 |
| 8 | Muse Wondermeta | 40 | $12.00 | -25.9 |
| 9 | GPT-6.1 Sol ProOpenAI | 40 | $6.00 | -25.9 |
| 10 | GPT-6.1 Sol Pro (batch)OpenAI | 40 | $3.00 | -25.9 |
| 11 | GPT-6.1 SolOpenAI | 40 | $6.00 | -25.9 |
| 12 | GPT-6.1 Sol (batch)OpenAI | 40 | $3.00 | -25.9 |
| 13 | Claude Sonnet 5.5 (batch)Anthropic | 40 | $3.00 | -25.9 |
| 14 | Ember-1fireworks | 40 | $9.00 | -25.9 |
| 15 | Qwen3.8 Max PrimeAlibaba | 40 | $8.00 | -25.9 |
| 16 | Aion 3.5aion-labs | 40 | $4.50 | -25.9 |
| 17 | GPT-6 Sol ProOpenAI | 40 | $6.00 | -25.9 |
| 18 | GPT-6 Sol Pro (batch)OpenAI | 40 | $3.00 | -25.9 |
| 19 | GPT-6 SolOpenAI | 40 | $6.00 | -25.9 |
| 20 | GPT-6 Sol (batch)OpenAI | 40 | $3.00 | -25.9 |
| 21 | Claude Opus 5.5 (batch)Anthropic | 40 | $6.00 | -25.9 |
| 22 | MiMo-V2.6-Pro-UltraSpeedXiaomi | 40 | $6.52 | -25.9 |
| 23 | DeepSeek Pro Latest~deepseek | 40 | $4.05 | -25.9 |
| 24 | GPT Astra Latest~openai | 40 | $30.00 | -25.9 |
| 25 | GPT Sol Latest~openai | 40 | $6.00 | -25.9 |
| 26 | GPT Terra Latest~openai | 40 | $3.00 | -25.9 |
| 27 | Fugu Ultra v2sakana | 40 | $17.50 | -25.9 |
| 28 | Fugu Maxsakana | 40 | $4.00 | -25.9 |
| 29 | Qwen3.8 Max (0902)Alibaba | 40 | $4.00 | -25.9 |
| 30 | Muse Spark 1.3meta | 40 | $2.75 | -25.9 |
| 31 | Gemini 3.7 FlashGoogle | 40 | $2.25 | -25.9 |
| 32 | Qwen3.8 2.4T A95BAlibaba | 40 | $4.00 | -25.9 |
| 33 | DeepSeek V4 Pro 0813DeepSeek | 40 | $2.39 | -25.9 |
| 34 | Sakana Namazusakana | 40 | $2.48 | -25.9 |
| 35 | Muse Spark 1.2meta | 40 | $2.75 | -25.9 |
| 36 | Claude Opus 5 (batch)Anthropic | 40 | $7.50 | -25.9 |
| 37 | Gemini 3.6 FlashGoogle | 40 | $2.25 | -25.9 |
| 38 | Inklingthinkingmachines | 40 | $2.52 | -25.9 |
| 39 | Kimi K3Moonshot AI | 40 | $8.10 | -25.9 |
| 40 | Kimi K3 (batch)Moonshot AI | 40 | $6.84 | -25.9 |
| 41 | Muse Spark 1.1meta | 40 | $2.75 | -25.9 |
| 42 | Grok Latest~x-ai | 40 | $4.00 | -25.9 |
| 43 | Aion-3.0aion-labs | 40 | $4.50 | -25.9 |
| 44 | Claude Sonnet 5 (batch)Anthropic | 40 | $3.00 | -25.9 |
| 45 | Fugu Ultrasakana | 40 | $17.50 | -25.9 |
| 46 | Kimi K2.7 CodeMoonshot AI | 40 | $2.05 | -25.9 |
| 47 | Claude Fable Latest~anthropic | 40 | $30.00 | -25.9 |
| 48 | Command R+ (08-2024)Cohere | 41 | $6.25 | -25.4 |
| 49 | Kimi K2.6Moonshot AI | 48 | $2.03 | -18.4 |
| 50 | Command ACohere | 51 | $6.25 | -15.1 |
| 51 | GPT-4 Turbo (batch)OpenAI | 57 | $10.00 | -8.7 |
| 52 | GPT-4OpenAI | 60 | $45.00 | -5.9 |
| 53 | Mixtral 8x22B InstructMistral AI | 63 | $4.00 | -2.5 |
| 54 | Composer 2 FastCursor | 66 | $4.50 | -0.2 |
免费版分析
8 零API成本模型| # | 模型 | 评分 |
|---|---|---|
| 1 | Gemma 4 31B (free)Google | 76 |
| 2 | Flint (free)recursive | 40 |
| 3 | Xing4.0 29B A4B (free)xingchen-agi | 40 |
| 4 | Nemotron 3.5 Super VL (free)NVIDIA | 40 |
| 5 | Dots3-Note Preview (free)dots-studio | 40 |
| 6 | LFM2.5-2.6B (free)Liquid AI | 40 |
| 7 | Nemotron 3.5 Lightning (free)NVIDIA | 40 |
| 8 | North Mini Code (free)Cohere | 40 |
市场洞察
中位数阈值
66 为中位数评分，$2.03/1M tokens 为中位数成本。这些阈值定义了象限边界。
隐藏宝藏比例
18.6% 的付费模型为隐藏宝藏--以低于中位数的价格提供出色品质。这些模型值得关注。
价格偏高数量
54 个模型处于价格偏高象限--低于中位数的性能却高于中位数的价格。选择前请考虑替代方案。
最佳免费模型
最佳免费模型（Gemma 4 31B (free)）评分 76，超过 191 个付费模型。
Frequently Asked Questions
Hidden Gems are models that score above the median quality score while costing below the median price. They deliver top-tier performance at lower-than-typical prices, making them excellent choices for cost-conscious developers who do not want to sacrifice quality.
Models are placed into quadrants based on their composite score and average cost relative to the median. Premium Leaders have above-median scores and costs. Hidden Gems have above-median scores but below-median costs. Budget Options have below-median scores and costs. Overpriced models have below-median scores but above-median costs.
The value ratio is calculated as composite score divided by average cost per million tokens. A higher ratio means you get more quality per dollar spent. This metric helps identify models that punch above their weight class in terms of price-to-performance efficiency.