Claude Fable 5.1 (Adaptive Reasoning, Medium Effort, Default Fallback) vs Kimi K2.7 Code

Mana yang lebih baik untuk uang: Claude Fable 5.1 (Adaptive Reasoning, Medium Effort, Default Fallback) oleh Anthropic atau Kimi K2.7 Code oleh Kimi? Kecerdasan, total biaya benchmark, dan waktu end-to-end dari Artificial Analysis & sumber lain, cuplikan 2026-09-22.

Kompromi
AnthropicClaude Fable 5.1 (Adaptive Reasoning, Medium Effort, Default Fallback)Di luar batas Pareto
Skor kecerdasan (Intelligence Index)
48.90
Biaya benchmark (USD)
$3983
KimiKimi K2.7 CodeDi luar batas Pareto
Skor kecerdasan (Intelligence Index)
25.80
Biaya benchmark (USD)
$993
Kesimpulan

Tergantung anggaran Anda

Claude Fable 5.1 (Adaptive Reasoning, M… mendapat 23.1 poin lebih tinggi (48.9 vs 25.8), tetapi biaya menjalankan benchmark-nya 4.0× lebih besar ($3983 vs $993; kelas biaya unggulan vs premium). Keduanya bukan alternatif di anggaran yang sama: pilih Claude Fable 5.1 (Adaptive Reasoning, M… jika Anda butuh kecerdasan di atas 25.8, dan Kimi K2.7 Code jika 25.8 sudah cukup.

MetrikClaude Fable 5.1 (Adaptive Reasoning, Medium Effort, Default Fallback)Kimi K2.7 CodeSelisih
Kecerdasan (lebih tinggi lebih baik)48.925.8−47.2% Kimi K2.7 Code 47.2% kurang cerdas
Total biaya AA (lebih rendah lebih baik)$3,983.28$992.88−75.1% Kimi K2.7 Code 75.1% lebih murah
Waktu ujung ke ujung (lebih rendah lebih baik)17.41s47.33s+171.9% Kimi K2.7 Code is 171.9% lebih lambat
Harga per 1 juta token (masuk/keluar)$10.0 / $50.0$0.95 / $4.00
Jenis inputTeks, GambarText, Image, Video

Kimi K2.7 Code dibanding Claude Fable 5.1 (Adaptive Reasoning, Medium Effort, Default Fallback): kecerdasan 47.2% lebih rendah, biaya menjalankan benchmark AA 75.1% lebih rendah, dan waktu total 171.9% lebih lambat.

Buka pertarungan ini di pemilih interaktifClaude Fable 5.1 (medium): model apa yang mengunggulinyaKimi K2.7 Code: model apa yang mengunggulinya
Pareto frontier hari ini

Dibandingkan dengan batas Pareto

0102030405060$20$50$100$200$500$1k$2k$5k$10k$20kBiaya untuk menjalankan Artificial Analysis Intelligence Index (USD, skala log)Indeks kecerdasanCeleris-1 (Celeris): kecerdasan 6.30, $60.0Claude 4.5 Haiku (Reasoning) (Anthropic): kecerdasan 16.90, $524Claude 4.5 Sonnet (Reasoning) (Anthropic): kecerdasan 20.70, $1501Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback) (Anthropic): kecerdasan 49.60, $11161Claude Fable 5.1 (Adaptive Reasoning, High Effort, Default Fallback) (Anthropic): kecerdasan 51.20, $5242Claude Fable 5.1 (Adaptive Reasoning, Low Effort, Default Fallback) (Anthropic): kecerdasan 46.80, $3158Claude Opus 4.8 (Adaptive Reasoning, Max Effort) (Anthropic): kecerdasan 41.80, $6874Claude Opus 5 (Adaptive Reasoning, High Effort) (Anthropic): kecerdasan 48.10, $4332Claude Opus 5 (Adaptive Reasoning, Low Effort) (Anthropic): kecerdasan 39.40, $1561Claude Opus 5 (Adaptive Reasoning, Max Effort) (Anthropic): kecerdasan 50.80, $7275Claude Opus 5 (Adaptive Reasoning, Medium Effort) (Anthropic): kecerdasan 44.80, $2732Claude Opus 5 (Adaptive Reasoning, Xhigh Effort) (Anthropic): kecerdasan 49.70, $5868Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort) (Anthropic): kecerdasan 30.10, $4925Claude Sonnet 5 (Adaptive Reasoning, High Effort) (Anthropic): kecerdasan 31.70, $2086Claude Sonnet 5 (Adaptive Reasoning, Low Effort) (Anthropic): kecerdasan 24.30, $653Claude Sonnet 5 (Adaptive Reasoning, Max Effort) (Anthropic): kecerdasan 38.20, $6998Claude Sonnet 5 (Adaptive Reasoning, Medium Effort) (Anthropic): kecerdasan 28.10, $1218Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort) (Anthropic): kecerdasan 34.40, $3255DeepSeek R1 (Jan '25) (DeepSeek): kecerdasan 11.40, $461DeepSeek V3 (Dec '24) (DeepSeek): kecerdasan 8.50, $25.4DeepSeek V3 0324 (DeepSeek): kecerdasan 9.70, $87.2DeepSeek V4 Flash 0420 (Reasoning, Max Effort) (DeepSeek): kecerdasan 24.20, $191DeepSeek V4 Flash 0731 (Reasoning, Max Effort) (DeepSeek): kecerdasan 34.30, $474DeepSeek V4 Flash Vision (Reasoning, Max Effort) (DeepSeek): kecerdasan 34.80, $445DeepSeek V4 Pro 0424 (Reasoning, Max Effort) (DeepSeek): kecerdasan 30.40, $277DeepSeek V4 Pro 0813 (Reasoning, Max Effort) (DeepSeek): kecerdasan 36.00, $1122DeepSeek V4.1 Flash (Reasoning, Max Effort) (DeepSeek): kecerdasan 39.50, $477Gemini 2.5 Pro (Google): kecerdasan 16.10, $707Gemini 3.1 Flash-Lite (Google): kecerdasan 15.60, $119Gemini 3.1 Pro Preview (Google): kecerdasan 29.70, $1310Gemini 3.5 Flash (high) (Google): kecerdasan 32.60, $2172Gemini 3.5 Flash-Lite (Google): kecerdasan 22.20, $267Gemini 3.6 Flash (high) (Google): kecerdasan 34.00, $1037Gemini 3.7 Flash (high) (Google): kecerdasan 39.10, $1084Gemini 3.8 Flash (high) (Google): kecerdasan 40.90, $1623Gemini 3.8 Flash (medium) (Google): kecerdasan 39.80, $1100GLM 5.3 Flash (Z AI): kecerdasan 41.80, $280GLM-5.1 (Reasoning) (Z AI): kecerdasan 26.10, $1418GLM-5.2 (max) (Z AI): kecerdasan 33.70, $1559GLM-5.3 (max) (Z AI): kecerdasan 44.80, $2503GPT-5 mini (high) (OpenAI): kecerdasan 16.80, $189GPT-5.4 mini (xhigh) (OpenAI): kecerdasan 24.10, $1438GPT-5.4 nano (xhigh) (OpenAI): kecerdasan 20.70, $331GPT-5.5 (high) (OpenAI): kecerdasan 37.00, $3411GPT-5.5 (medium) (OpenAI): kecerdasan 33.80, $2095GPT-5.5 (xhigh) (OpenAI): kecerdasan 38.40, $5294GPT-5.5 Instant (June 2026) (OpenAI): kecerdasan 26.00, $1184GPT-5.6 Luna (max) (OpenAI): kecerdasan 37.30, $320GPT-5.6 Sol (high) (OpenAI): kecerdasan 42.30, $1487GPT-5.6 Sol (low) (OpenAI): kecerdasan 33.50, $637GPT-5.6 Sol (max) (OpenAI): kecerdasan 47.00, $3465GPT-5.6 Sol (medium) (OpenAI): kecerdasan 39.20, $997GPT-5.6 Sol (xhigh) (OpenAI): kecerdasan 44.00, $2082GPT-5.6 Terra (high) (OpenAI): kecerdasan 34.20, $768GPT-5.6 Terra (low) (OpenAI): kecerdasan 27.50, $350GPT-5.6 Terra (max) (OpenAI): kecerdasan 42.10, $2501GPT-5.6 Terra (medium) (OpenAI): kecerdasan 30.10, $447GPT-5.6 Terra (Non-reasoning) (OpenAI): kecerdasan 20.80, $256GPT-5.6 Terra (xhigh) (OpenAI): kecerdasan 38.00, $1187GPT-6 Astra (low) (OpenAI): kecerdasan 45.80, $1537gpt-oss-120b (high) (OpenAI): kecerdasan 11.60, $122gpt-oss-20b (high) (OpenAI): kecerdasan 9.00, $29.4Granite 4.2 8B (IBM): kecerdasan 11.10, $53.1Grok 4.3 (high) (SpaceXAI): kecerdasan 24.90, $332Grok 4.3 (Non-reasoning) (SpaceXAI): kecerdasan 14.00, $203Grok 4.5 (high) (SpaceXAI): kecerdasan 38.80, $1404Grok 4.6 (high) (SpaceXAI): kecerdasan 44.30, $2352Grok 4.6 (low) (SpaceXAI): kecerdasan 35.10, $761Grok 4.6 (medium) (SpaceXAI): kecerdasan 42.80, $1937Grok 4.6 (xhigh) (SpaceXAI): kecerdasan 44.20, $2830Grok 4.7 (high) (SpaceXAI): kecerdasan 46.30, $3881Grok 4.7 (xhigh) (SpaceXAI): kecerdasan 46.40, $4967Hy3 (Tencent): kecerdasan 25.30, $156Inkling (xhigh) (Thinking Machines): kecerdasan 25.00, $1026Kimi K2.6 (Kimi): kecerdasan 27.00, $1528Kimi K3 (max) (Kimi): kecerdasan 43.60, $3658LongCat 2.0 (LongCat): kecerdasan 19.10, $221MiMo-V2.5-Pro (Xiaomi): kecerdasan 26.00, $138MiniMax-M2.7 (MiniMax): kecerdasan 22.80, $236MiniMax-M3 (MiniMax): kecerdasan 29.20, $538Ministral 3 14B (Mistral): kecerdasan 6.00, $250Ministral 3 3B (Mistral): kecerdasan 4.80, $61.3Ministral 3 8B (Mistral): kecerdasan 5.50, $169Mistral Large 3 (Mistral): kecerdasan 9.30, $130Mistral Medium 3.1 (Mistral): kecerdasan 9.20, $406Mistral Medium 3.5 (Mistral): kecerdasan 14.20, $1160Mistral Small 3.1 (Mistral): kecerdasan 7.10, $35.8Mistral Small 4 (Reasoning) (Mistral): kecerdasan 11.30, $78.7Muse Glimmer (high) (Meta): kecerdasan 17.50, $152Muse Spark 1.1 (xhigh) (Meta): kecerdasan 33.70, $1737Muse Spark 1.2 (xhigh) (Meta): kecerdasan 39.60, $1385Muse Spark 1.3 (xhigh) (Meta): kecerdasan 45.10, $1655Nemotron 3 Super 120B A12B (Reasoning) (NVIDIA): kecerdasan 12.80, $1319Nemotron 3 Ultra 550B A55B (Reasoning) (NVIDIA): kecerdasan 22.90, $778Nemotron 3.5 Lightning (NVIDIA): kecerdasan 12.90, $105NVIDIA Nemotron 3 Nano 30B A3B (Reasoning) (NVIDIA): kecerdasan 8.90, $63.7Quasar 438B (max, based on GLM-5.2) (Multiverse Computing): kecerdasan 26.70, $2504Qwen3 235B A22B 2507 (Reasoning) (Alibaba): kecerdasan 12.70, $235Qwen3 30B A3B 2507 (Reasoning) (Alibaba): kecerdasan 9.80, $188Qwen3 Coder Next (Alibaba): kecerdasan 9.20, $476Qwen3.5 122B A10B (Reasoning) (Alibaba): kecerdasan 15.60, $661Qwen3.5 397B A17B (Reasoning) (Alibaba): kecerdasan 18.40, $941Qwen3.6 27B (Reasoning) (Alibaba): kecerdasan 21.40, $1145Qwen3.6 35B A3B (Reasoning) (Alibaba): kecerdasan 18.20, $896Qwen3.7 Max (Alibaba): kecerdasan 29.50, $2277Qwen3.7 Plus (Alibaba): kecerdasan 25.20, $568Qwen3.8 2.4T A95B (Alibaba): kecerdasan 39.90, $2633Qwen3.8 27B (low) (Alibaba): kecerdasan 26.20, $876Qwen3.8 27B (medium) (Alibaba): kecerdasan 27.60, $977Qwen3.8 27B (Non-reasoning) (Alibaba): kecerdasan 20.20, $1570Qwen3.8 27B (xhigh) (Alibaba): kecerdasan 33.70, $1170Qwen3.8 Max (Alibaba): kecerdasan 40.20, $3172Qwen3.8 Max (0902) (Alibaba): kecerdasan 45.40, $4935Qwen3.8-Flash-Next (Alibaba): kecerdasan 39.80, $363Ring-2.6-1T (InclusionAI): kecerdasan 16.60, $576Solar Pro 3 (Upstage): kecerdasan 7.80, $159Step 5 Preview (StepFun): kecerdasan 43.70, $925Trinity Large Thinking (Arcee AI): kecerdasan 10.80, $518Granite 4.2 3B (IBM): kecerdasan 9.10, $14.9GPT-5.6 Luna (Non-reasoning) (OpenAI): kecerdasan 15.50, $23.0GPT-5.6 Luna (low) (OpenAI): kecerdasan 21.00, $27.0GPT-5.6 Luna (medium) (OpenAI): kecerdasan 25.00, $44.3GPT-5.6 Luna (high) (OpenAI): kecerdasan 32.10, $108GPT-5.6 Luna (xhigh) (OpenAI): kecerdasan 34.60, $179MiMo-V2.6-Pro (Xiaomi): kecerdasan 46.30, $207Muse Spark 1.3 (max) (Meta): kecerdasan 48.10, $2000GPT-6 Astra (medium) (OpenAI): kecerdasan 49.60, $2434GPT-6 Astra (high) (OpenAI): kecerdasan 50.90, $2925GPT-6 Astra (xhigh) (OpenAI): kecerdasan 52.40, $3803GPT-6 Astra (max) (OpenAI): kecerdasan 52.70, $5324Claude Fable 5.1 (Adaptive Reasoning, Xhigh Effort, Default Fallback) (Anthropic): kecerdasan 53.20, $9063Claude Fable 5.1 (Adaptive Reasoning, Max Effort, Default Fallback) (Anthropic): kecerdasan 53.40, $13129Kimi K2.7 Code (Kimi): kecerdasan 25.80, $993Claude Fable 5.1 (Adaptive Reasoning, Medium Effort, Default Fallback) (Anthropic): kecerdasan 48.90, $3983Claude Fable 5.1 (medium)Kimi K2.7 CodeGranite 4.2 3BClaude Fable 5.1 (max)
Claude Fable 5.1 (Adaptive Reasoning, Medium Effort, Default Fallback)Kimi K2.7 CodePareto frontier hari iniBatas Pareto model dengan bobot yang dapat diunduh (open-weights frontier)Semua model lainnya
Perbandingan langsung

Bandingkan sesuatu yang lain

Agen: Accept: text/markdown or ?format=md mengembalikan halaman ini sebagai Markdown. JSON: /api/v1/compare/claude-fable-5-1-medium/kimi-k2-7-code · Markdown: /api/v1/compare/claude-fable-5-1-medium/kimi-k2-7-code?format=md · llms.txt · keterampilan agen