Kimi K2.7 Code frente a Step 5 Preview

Cuál es mejor por el dinero: Kimi K2.7 Code por Kimi o Step 5 Preview por StepFun? Inteligencia, costo total de referencia y tiempo de extremo a extremo de Artificial Analysis y otras fuentes, instantánea 2026-09-30.

Ganador claro
KimiKimi K2.7 CodeFuera de la frontera
Puntuación de inteligencia (Intelligence Index)
25.80
Costo del benchmark (USD)
$993
StepFunStep 5 PreviewFuera de la frontera
Puntuación de inteligencia (Intelligence Index)
43.70
Costo del benchmark (USD)
$929
Veredicto

Elija Step 5 Preview

Step 5 Preview frente a Kimi K2.7 Code: inteligencia un 69.4 % más, coste de ejecutar el benchmark de AA un 6.4 % menos y tiempo total un 17.3 % más rápido.

MétricaKimi K2.7 CodeStep 5 PreviewDiferencia
Inteligencia (cuanto más alto, mejor)25.843.7+69.4% Step 5 Preview es un 69.4 % más inteligente
Coste total AA (menos es mejor)$992.88$929.00−6.4% Step 5 Preview es un 6.4 % más barato
Tiempo de extremo a extremo (cuanto más bajo, mejor)39.06s32.31s−17.3% Step 5 Preview es un 17.3 % más rápido
Precio por 1 millón de tokens (entrada/salida)$0.95 / $4.00$1.00 / $2.70
Tipos de entradaText, Image, VideoTexto, Imagen
Abre este enfrentamiento en el selector interactivoKimi K2.7 Code: qué modelos lo superanStep 5 Preview: qué modelos lo superan
La frontera de Pareto de hoy

Frente a la frontera de Pareto

0204060$10$20$50$100$200$500$1k$2k$5k$10k$20kCosto de ejecutar Artificial Analysis Intelligence Index (USD, escala logarítmica)Índice de inteligenciaApodex 1.1 (Apodex): inteligencia 26.40, $939Celeris-1 (Celeris): inteligencia 6.30, $60.0Claude 4.5 Haiku (Reasoning) (Anthropic): inteligencia 16.90, $594Claude 4.5 Sonnet (Reasoning) (Anthropic): inteligencia 20.70, $1501Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback) (Anthropic): inteligencia 49.60, $11161Claude Fable 5.1 (Adaptive Reasoning, High Effort, Default Fallback) (Anthropic): inteligencia 51.20, $5242Claude Fable 5.1 (Adaptive Reasoning, Low Effort, Default Fallback) (Anthropic): inteligencia 46.80, $3158Claude Fable 5.1 (Adaptive Reasoning, Max Effort, Default Fallback) (Anthropic): inteligencia 53.40, $13129Claude Fable 5.1 (Adaptive Reasoning, Medium Effort, Default Fallback) (Anthropic): inteligencia 48.90, $3983Claude Fable 5.1 (Adaptive Reasoning, Xhigh Effort, Default Fallback) (Anthropic): inteligencia 53.20, $9063Claude Opus 4.8 (Adaptive Reasoning, Max Effort) (Anthropic): inteligencia 41.80, $6874Claude Opus 5 (Adaptive Reasoning, High Effort) (Anthropic): inteligencia 48.10, $4332Claude Opus 5 (Adaptive Reasoning, Low Effort) (Anthropic): inteligencia 39.40, $1561Claude Opus 5 (Adaptive Reasoning, Max Effort) (Anthropic): inteligencia 50.80, $7275Claude Opus 5 (Adaptive Reasoning, Medium Effort) (Anthropic): inteligencia 44.80, $2732Claude Opus 5 (Adaptive Reasoning, Xhigh Effort) (Anthropic): inteligencia 49.70, $5868Claude Opus 5.5 (Adaptive Reasoning, Low Effort, Default Fallback) (Anthropic): inteligencia 42.30, $860Claude Opus 5.5 (Adaptive Reasoning, Medium Effort, Default Fallback) (Anthropic): inteligencia 51.20, $1627Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort) (Anthropic): inteligencia 30.10, $4925Claude Sonnet 5 (Adaptive Reasoning, High Effort) (Anthropic): inteligencia 31.70, $2086Claude Sonnet 5 (Adaptive Reasoning, Low Effort) (Anthropic): inteligencia 24.30, $653Claude Sonnet 5 (Adaptive Reasoning, Max Effort) (Anthropic): inteligencia 38.20, $6998Claude Sonnet 5 (Adaptive Reasoning, Medium Effort) (Anthropic): inteligencia 28.10, $1218Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort) (Anthropic): inteligencia 34.40, $3255Claude Sonnet 5.5 (Adaptive Reasoning, High Effort, Default Fallback) (Anthropic): inteligencia 46.70, $1176Claude Sonnet 5.5 (Adaptive Reasoning, Max Effort, Default Fallback) (Anthropic): inteligencia 56.00, $8977Claude Sonnet 5.5 (Adaptive Reasoning, Medium Effort, Default Fallback) (Anthropic): inteligencia 40.70, $701Claude Sonnet 5.5 (Adaptive Reasoning, Xhigh Effort, Default Fallback) (Anthropic): inteligencia 51.90, $2738DeepSeek R1 (Jan '25) (DeepSeek): inteligencia 11.40, $461DeepSeek V3 (Dec '24) (DeepSeek): inteligencia 8.50, $25.4DeepSeek V3 0324 (DeepSeek): inteligencia 9.70, $19.2DeepSeek V4 Flash 0420 (Reasoning, High Effort) (DeepSeek): inteligencia 24.40, $144DeepSeek V4 Flash 0420 (Reasoning, Max Effort) (DeepSeek): inteligencia 24.20, $179DeepSeek V4 Flash 0731 (Reasoning, Max Effort) (DeepSeek): inteligencia 34.30, $474DeepSeek V4 Flash Vision (Reasoning, Max Effort) (DeepSeek): inteligencia 34.80, $445DeepSeek V4 Pro 0424 (Reasoning, Max Effort) (DeepSeek): inteligencia 30.40, $277DeepSeek V4 Pro 0813 (Non-reasoning) (DeepSeek): inteligencia 20.40, $566DeepSeek V4 Pro 0813 (Reasoning, Max Effort) (DeepSeek): inteligencia 36.00, $1122DeepSeek V4.1 Flash (Non-Reasoning) (DeepSeek): inteligencia 24.70, $156DeepSeek V4.1 Flash (Reasoning, Max Effort) (DeepSeek): inteligencia 39.50, $477Gemini 2.5 Pro (Google): inteligencia 16.10, $707Gemini 3.1 Flash-Lite (Google): inteligencia 15.60, $119Gemini 3.1 Pro Preview (Google): inteligencia 29.70, $1310Gemini 3.5 Flash (high) (Google): inteligencia 32.60, $2172Gemini 3.5 Flash-Lite (Google): inteligencia 22.20, $267Gemini 3.6 Flash (high) (Google): inteligencia 34.00, $1037Gemini 3.7 Flash (high) (Google): inteligencia 39.10, $1084Gemini 3.8 Flash (high) (Google): inteligencia 40.90, $1623Gemini 3.8 Flash (medium) (Google): inteligencia 39.80, $1100GLM 5.3 Flash (Z AI): inteligencia 41.80, $280GLM-5.1 (Reasoning) (Z AI): inteligencia 26.10, $1487GLM-5.2 (max) (Z AI): inteligencia 33.70, $2097GLM-5.3 (low) (Z AI): inteligencia 34.30, $1013GLM-5.3 (max) (Z AI): inteligencia 44.80, $2503GPT-5 mini (high) (OpenAI): inteligencia 16.80, $189GPT-5.4 mini (xhigh) (OpenAI): inteligencia 24.10, $1524GPT-5.4 nano (xhigh) (OpenAI): inteligencia 20.70, $331GPT-5.5 (high) (OpenAI): inteligencia 37.00, $3411GPT-5.5 (medium) (OpenAI): inteligencia 33.80, $2095GPT-5.5 (xhigh) (OpenAI): inteligencia 38.40, $5294GPT-5.5 Instant (June 2026) (OpenAI): inteligencia 26.00, $1184GPT-5.6 Luna (high) (OpenAI): inteligencia 32.10, $108GPT-5.6 Luna (max) (OpenAI): inteligencia 37.30, $320GPT-5.6 Luna (medium) (OpenAI): inteligencia 25.00, $44.3GPT-5.6 Luna (Non-reasoning) (OpenAI): inteligencia 15.50, $23.0GPT-5.6 Luna (xhigh) (OpenAI): inteligencia 34.60, $179GPT-5.6 Sol (high) (OpenAI): inteligencia 42.30, $1487GPT-5.6 Sol (low) (OpenAI): inteligencia 33.50, $637GPT-5.6 Sol (max) (OpenAI): inteligencia 47.00, $3465GPT-5.6 Sol (medium) (OpenAI): inteligencia 39.20, $997GPT-5.6 Sol (xhigh) (OpenAI): inteligencia 44.00, $2082GPT-5.6 Terra (high) (OpenAI): inteligencia 34.20, $768GPT-5.6 Terra (low) (OpenAI): inteligencia 27.50, $350GPT-5.6 Terra (max) (OpenAI): inteligencia 42.10, $2501GPT-5.6 Terra (medium) (OpenAI): inteligencia 30.10, $447GPT-5.6 Terra (Non-reasoning) (OpenAI): inteligencia 20.80, $256GPT-5.6 Terra (xhigh) (OpenAI): inteligencia 38.00, $1187GPT-6 Astra (high) (OpenAI): inteligencia 50.90, $2925GPT-6 Astra (low) (OpenAI): inteligencia 45.80, $1537GPT-6 Astra (max) (OpenAI): inteligencia 52.70, $5324GPT-6 Astra (medium) (OpenAI): inteligencia 49.60, $2434GPT-6 Astra (xhigh) (OpenAI): inteligencia 52.40, $3803GPT-6 Luna (max) (OpenAI): inteligencia 37.30, $122GPT-6 Luna (Non-reasoning) (OpenAI): inteligencia 18.30, $19.4GPT-6 Sol (high) (OpenAI): inteligencia 42.80, $610GPT-6 Sol (low) (OpenAI): inteligencia 33.90, $268GPT-6 Sol (max) (OpenAI): inteligencia 47.50, $1546GPT-6 Sol (medium) (OpenAI): inteligencia 39.80, $416GPT-6 Sol (Non-reasoning) (OpenAI): inteligencia 28.10, $449GPT-6 Sol (xhigh) (OpenAI): inteligencia 44.10, $860GPT-6.1 Sol (low) (OpenAI): inteligencia 42.10, $250gpt-oss-120b (high) (OpenAI): inteligencia 11.60, $122gpt-oss-20b (high) (OpenAI): inteligencia 9.00, $31.4Granite 4.2 3B (IBM): inteligencia 9.10, $14.9Granite 4.2 8B (IBM): inteligencia 11.10, $53.1Grok 4.3 (high) (SpaceXAI): inteligencia 24.90, $363Grok 4.3 (Non-reasoning) (SpaceXAI): inteligencia 14.00, $250Grok 4.5 (high) (SpaceXAI): inteligencia 38.80, $1404Grok 4.6 (high) (SpaceXAI): inteligencia 44.30, $2352Grok 4.6 (low) (SpaceXAI): inteligencia 35.10, $761Grok 4.6 (medium) (SpaceXAI): inteligencia 42.80, $1937Grok 4.6 (xhigh) (SpaceXAI): inteligencia 44.20, $2830Grok 4.7 (high) (SpaceXAI): inteligencia 46.30, $3881Grok 4.7 (xhigh) (SpaceXAI): inteligencia 46.40, $4967Hy3 (Tencent): inteligencia 25.30, $150Inkling Small (Thinking Machines): inteligencia 25.70, $241Kimi K2.6 (Kimi): inteligencia 27.00, $1528Kimi K3 (low) (Kimi): inteligencia 30.10, $1190Kimi K3 (max) (Kimi): inteligencia 43.60, $3658LongCat 2.0 (LongCat): inteligencia 19.10, $221Mercury 2.5 (Inception): inteligencia 12.30, $218MiMo-V2.5-Pro (Xiaomi): inteligencia 26.00, $138MiniMax-M3 (MiniMax): inteligencia 29.20, $538Ministral 3 14B (Mistral): inteligencia 6.00, $37.6Ministral 3 3B (Mistral): inteligencia 4.80, $12.2Ministral 3 8B (Mistral): inteligencia 5.50, $27.5Mistral Large 3 (Mistral): inteligencia 9.30, $46.4Mistral Medium 3.5 (Mistral): inteligencia 14.20, $1264Mistral Small 3.1 (Mistral): inteligencia 7.10, $38.1Mistral Small 4 (Reasoning) (Mistral): inteligencia 11.30, $42.5Muse Glimmer (high) (Meta): inteligencia 17.50, $149Muse Spark 1.1 (xhigh) (Meta): inteligencia 33.70, $1737Muse Spark 1.2 (xhigh) (Meta): inteligencia 39.60, $1385Muse Spark 1.3 (max) (Meta): inteligencia 48.10, $2000Muse Spark 1.3 (xhigh) (Meta): inteligencia 45.10, $1655Nemotron 3 Super 120B A12B (Reasoning) (NVIDIA): inteligencia 12.80, $1319Nemotron 3 Ultra 550B A55B (Reasoning) (NVIDIA): inteligencia 22.90, $805Nemotron 3.5 Lightning (NVIDIA): inteligencia 12.90, $114NVIDIA Nemotron 3 Nano 30B A3B (Reasoning) (NVIDIA): inteligencia 8.90, $63.7Quasar 438B (max, based on GLM-5.2) (Multiverse Computing): inteligencia 26.70, $2504Qwen3 235B A22B 2507 (Reasoning) (Alibaba): inteligencia 12.70, $235Qwen3 30B A3B 2507 (Reasoning) (Alibaba): inteligencia 9.80, $188Qwen3 Coder Next (Alibaba): inteligencia 9.20, $476Qwen3.5 122B A10B (Reasoning) (Alibaba): inteligencia 15.60, $661Qwen3.5 397B A17B (Reasoning) (Alibaba): inteligencia 18.40, $941Qwen3.5 9B (Reasoning) (Alibaba): inteligencia 11.20, $329Qwen3.6 27B (Reasoning) (Alibaba): inteligencia 21.40, $1145Qwen3.6 35B A3B (Reasoning) (Alibaba): inteligencia 18.20, $896Qwen3.7 Max (Alibaba): inteligencia 29.50, $2277Qwen3.7 Plus (Alibaba): inteligencia 25.20, $428Qwen3.8 2.4T A95B (Alibaba): inteligencia 39.90, $2633Qwen3.8 27B (low) (Alibaba): inteligencia 26.20, $1060Qwen3.8 27B (medium) (Alibaba): inteligencia 27.60, $1165Qwen3.8 27B (Non-reasoning) (Alibaba): inteligencia 20.20, $2022Qwen3.8 27B (xhigh) (Alibaba): inteligencia 33.70, $1336Qwen3.8 Max (Alibaba): inteligencia 40.20, $3172Qwen3.8 Max (0902) (Alibaba): inteligencia 45.40, $4935Qwen3.8-Flash-Next (Alibaba): inteligencia 39.80, $363Ring-2.6-1T (InclusionAI): inteligencia 16.60, $576Solar Pro 3 (Upstage): inteligencia 7.80, $159Trinity Large Thinking (Arcee AI): inteligencia 10.80, $233GPT-6 Luna (low) (OpenAI): inteligencia 20.90, $10.6GPT-5.6 Luna (low) (OpenAI): inteligencia 21.00, $27.0GPT-6 Luna (medium) (OpenAI): inteligencia 29.50, $31.4GPT-6 Luna (high) (OpenAI): inteligencia 32.10, $47.9GPT-6 Luna (xhigh) (OpenAI): inteligencia 33.90, $66.6MiMo-V2.6-Flash (Xiaomi): inteligencia 37.90, $109MiMo-V2.6-Pro (Xiaomi): inteligencia 46.30, $207GPT-6.1 Sol (medium) (OpenAI): inteligencia 47.80, $361GPT-6.1 Sol (high) (OpenAI): inteligencia 50.20, $521GPT-6.1 Sol (xhigh) (OpenAI): inteligencia 51.00, $662GPT-6.1 Sol (max) (OpenAI): inteligencia 51.80, $1082Claude Opus 5.5 (Adaptive Reasoning, High Effort, Default Fallback) (Anthropic): inteligencia 53.60, $2172Claude Opus 5.5 (Adaptive Reasoning, Xhigh Effort, Default Fallback) (Anthropic): inteligencia 56.00, $4057Claude Opus 5.5 (Adaptive Reasoning, Max Effort, Default Fallback) (Anthropic): inteligencia 57.60, $8708Step 5 Preview (StepFun): inteligencia 43.70, $929Kimi K2.7 Code (Kimi): inteligencia 25.80, $993Kimi K2.7 CodeStep 5 PreviewGPT-6 Luna (low)Claude Opus 5.5 (max)
Kimi K2.7 CodeStep 5 PreviewLa frontera de Pareto de hoyFrontera de modelos con pesos descargables (open-weights frontier)Todos los demás modelos
Comparación directa

comparar algo más

Agentes: Accept: text/markdown or ?format=md devuelve esta página como Markdown. JSON: /api/v1/compare/kimi-k2-7-code/step-5 · Markdown: /api/v1/compare/kimi-k2-7-code/step-5?format=md · llms.txt · habilidad del agente