Claude Sonnet 5 (Adaptive Reasoning, Max Effort) vs Kimi K2.7 Code

Which is better for the money: Claude Sonnet 5 (Adaptive Reasoning, Max Effort) by Anthropic or Kimi K2.7 Code by Kimi? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-08-19.

Trade-off
AnthropicClaude Sonnet 5 (Adaptive Reasoning, Max Effort)Off the frontier
Intelligence
55.30
Total cost
$4011
KimiKimi K2.7 CodeOff the frontier
Intelligence
43.00
Total cost
$545
Verdict

Depends on your budget

Claude Sonnet 5 (Adaptive Reasoning, Ma… scores 12.3 points higher (55.3 vs 43.0) but costs 7.4× as much to run the benchmark ($4011 vs $545; flagship vs premium cost classes). They are not alternatives at one budget: pick Claude Sonnet 5 (Adaptive Reasoning, Ma… when you need intelligence above 43.0, and Kimi K2.7 Code when 43.0 is enough.

MetricClaude Sonnet 5 (Adaptive Reasoning, Max Effort)Kimi K2.7 CodeDifference
Intelligence (higher is better)55.343.0−22.2% Kimi K2.7 Code is 22.2% less intelligent
Total AA cost (lower is better)$4,010.51$544.58−86.4% Kimi K2.7 Code is 86.4% cheaper
End-to-end time (lower is better)191.06s75.91s−60.3% Kimi K2.7 Code is 60.3% faster
Price per 1M tokens (in / out)$2.00 / $10.0$0.95 / $4.00
Input modalitiesNot reportedNot reported

Kimi K2.7 Code vs Claude Sonnet 5 (Adaptive Reasoning, Max Effort): 22.2% less intelligence, 86.4% less cost to run the AA benchmark, and 60.3% faster end-to-end.

Open this matchup in the interactive pickerClaude Sonnet 5 (max): what beats itKimi K2.7 Code: what beats it
Today's Pareto frontier

Against the frontier

0204060$10$20$50$100$200$500$1k$2k$5kCost to run the Artificial Analysis Intelligence Index (USD, log scale)Intelligence IndexCeleris-1 (Celeris): intelligence 12.40, $157Claude 4.5 Haiku (Reasoning) (Anthropic): intelligence 29.90, $471Claude 4.5 Sonnet (Reasoning) (Anthropic): intelligence 37.40, $1037Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback) (Anthropic): intelligence 62.10, $5455Claude Opus 4.7 (Adaptive Reasoning, Max Effort) (Anthropic): intelligence 55.00, $3743Claude Opus 4.8 (Adaptive Reasoning, Max Effort) (Anthropic): intelligence 57.30, $3752Claude Opus 5 (Adaptive Reasoning, Low Effort) (Anthropic): intelligence 52.50, $555Claude Opus 5 (Adaptive Reasoning, Medium Effort) (Anthropic): intelligence 58.60, $1116Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort) (Anthropic): intelligence 48.40, $3355Claude Sonnet 5 (Non-reasoning, High Effort) (Anthropic): intelligence 42.60, $416DeepSeek R1 (Jan '25) (DeepSeek): intelligence 18.60, $417DeepSeek V3 (Dec '24) (DeepSeek): intelligence 14.20, $20.0DeepSeek V3 0324 (DeepSeek): intelligence 15.20, $35.2DeepSeek V4 Flash (Reasoning, High Effort) (DeepSeek): intelligence 39.00, $57.0DeepSeek V4 Flash (Reasoning, Max Effort) (DeepSeek): intelligence 42.10, $104DeepSeek V4 Flash 0731 (Reasoning, Max Effort) (DeepSeek): intelligence 51.80, $323DeepSeek V4 Pro (Reasoning, High Effort) (DeepSeek): intelligence 43.70, $109DeepSeek V4 Pro (Reasoning, Max Effort) (DeepSeek): intelligence 45.30, $176DeepSeek V4 Pro 0813 (Reasoning, Max Effort) (DeepSeek): intelligence 53.20, $605Gemini 2.5 Pro (Google): intelligence 25.90, $611Gemini 3.1 Flash-Lite (Google): intelligence 25.60, $93.8Gemini 3.1 Pro Preview (Google): intelligence 47.70, $812Gemini 3.5 Flash (high) (Google): intelligence 52.00, $1042Gemini 3.5 Flash-Lite (Google): intelligence 37.40, $153Gemini 3.6 Flash (high) (Google): intelligence 51.60, $412Gemma 4 26B A4B (Reasoning) (Google): intelligence 26.10, $53.9Gemma 4 31B (Non-reasoning) (Google): intelligence 22.30, $33.8GLM-4.6 (Reasoning) (Z AI): intelligence 29.30, $314GLM-4.7 (Reasoning) (Z AI): intelligence 34.50, $607GLM-5.1 (Reasoning) (Z AI): intelligence 41.00, $700GLM-5.2 (max) (Z AI): intelligence 52.60, $843GLM-5.3 (max) (Z AI): intelligence 59.50, $1239GPT-4.1 mini (OpenAI): intelligence 14.80, $64.2GPT-4.1 nano (OpenAI): intelligence 9.60, $36.7GPT-5 (high) (OpenAI): intelligence 35.30, $789GPT-5 mini (high) (OpenAI): intelligence 25.80, $130GPT-5.1 (high) (OpenAI): intelligence 37.50, $782GPT-5.4 (xhigh) (OpenAI): intelligence 53.10, $2183GPT-5.4 mini (xhigh) (OpenAI): intelligence 40.90, $1096GPT-5.4 nano (xhigh) (OpenAI): intelligence 39.70, $277GPT-5.5 (high) (OpenAI): intelligence 54.70, $1721GPT-5.5 (low) (OpenAI): intelligence 44.50, $374GPT-5.5 (medium) (OpenAI): intelligence 51.40, $939GPT-5.5 (Non-reasoning) (OpenAI): intelligence 35.80, $212GPT-5.5 (xhigh) (OpenAI): intelligence 56.30, $2778GPT-5.5 Instant (June 2026) (OpenAI): intelligence 29.20, $423GPT-5.6 Sol (low) (OpenAI): intelligence 50.70, $344GPT-5.6 Sol (max) (OpenAI): intelligence 60.90, $2823GPT-5.6 Sol (medium) (OpenAI): intelligence 55.60, $580GPT-5.6 Sol (Non-reasoning) (OpenAI): intelligence 41.90, $240GPT-5.6 Sol (xhigh) (OpenAI): intelligence 59.00, $1525GPT-5.6 Terra (high) (OpenAI): intelligence 50.10, $395GPT-5.6 Terra (low) (OpenAI): intelligence 41.30, $130GPT-5.6 Terra (max) (OpenAI): intelligence 56.60, $1390GPT-5.6 Terra (medium) (OpenAI): intelligence 46.80, $192GPT-5.6 Terra (Non-reasoning) (OpenAI): intelligence 34.60, $98.5GPT-5.6 Terra (xhigh) (OpenAI): intelligence 52.80, $590gpt-oss-120b (high) (OpenAI): intelligence 24.10, $95.0gpt-oss-120b (low) (OpenAI): intelligence 14.90, $24.2gpt-oss-20b (high) (OpenAI): intelligence 15.20, $32.7Grok 4.3 (high) (SpaceXAI): intelligence 37.90, $288Grok 4.3 (Non-reasoning) (SpaceXAI): intelligence 25.00, $201Grok 4.5 (high) (SpaceXAI): intelligence 55.80, $579Grok Build 0.1 0616 (SpaceXAI): intelligence 40.70, $377Hy3 (Tencent): intelligence 42.20, $93.2Inkling (xhigh) (Thinking Machines): intelligence 42.30, $698Inkling Small (Thinking Machines): intelligence 41.20, $193Kimi K2.5 (Reasoning) (Kimi): intelligence 36.00, $304Kimi K2.6 (Kimi): intelligence 45.10, $841Kimi K3 (low) (Kimi): intelligence 48.30, $283Kimi K3 (max) (Kimi): intelligence 59.70, $2425Ling 3.0 Flash (InclusionAI): intelligence 37.80, $72.8Llama 4 Maverick (Meta): intelligence 14.50, $35.9Llama 4 Scout (Meta): intelligence 10.30, $11.6LongCat 2.0 (LongCat): intelligence 34.00, $442Magistral Medium 1.2 (Mistral): intelligence 18.00, $920Magistral Small 1.2 (Mistral): intelligence 11.50, $301Mercury 2 (Inception): intelligence 21.90, $97.5MiMo-V2.5 (Xiaomi): intelligence 38.00, $25.2MiMo-V2.5-Pro (Xiaomi): intelligence 42.90, $98.9MiniMax-M2.7 (MiniMax): intelligence 38.90, $143MiniMax-M3 (MiniMax): intelligence 45.40, $205Ministral 3 14B (Mistral): intelligence 11.20, $119Ministral 3 3B (Mistral): intelligence 7.10, $91.6Ministral 3 8B (Mistral): intelligence 9.00, $114Mistral Large 3 (Mistral): intelligence 15.90, $71.1Mistral Medium 3.1 (Mistral): intelligence 14.70, $134Mistral Medium 3.5 (Mistral): intelligence 30.40, $883Mistral Small 3.1 (Mistral): intelligence 14.90, $29.8Mistral Small 3.2 (Mistral): intelligence 10.70, $129Mistral Small 4 (Reasoning) (Mistral): intelligence 19.70, $87.7Muse Glimmer (high) (Meta): intelligence 35.10, $105Muse Spark 1.1 (xhigh) (Meta): intelligence 53.20, $547Nemotron 3 Super 120B A12B (Reasoning) (NVIDIA): intelligence 25.70, $254Nemotron 3 Ultra 550B A55B (Reasoning) (NVIDIA): intelligence 38.30, $534Nemotron 3.5 Lightning (NVIDIA): intelligence 23.60, $71.5NVIDIA Nemotron 3 Nano 30B A3B (Reasoning) (NVIDIA): intelligence 14.50, $39.4Qwen3 235B A22B 2507 (Reasoning) (Alibaba): intelligence 19.90, $170Qwen3 30B A3B 2507 (Reasoning) (Alibaba): intelligence 14.60, $152Qwen3 Coder Next (Alibaba): intelligence 21.30, $250Qwen3 Next 80B A3B (Reasoning) (Alibaba): intelligence 16.90, $84.0Qwen3.5 122B A10B (Non-reasoning) (Alibaba): intelligence 28.20, $221Qwen3.5 122B A10B (Reasoning) (Alibaba): intelligence 32.80, $444Qwen3.5 35B A3B (Non-reasoning) (Alibaba): intelligence 24.30, $228Qwen3.5 397B A17B (Reasoning) (Alibaba): intelligence 34.30, $527Qwen3.5 9B (Reasoning) (Alibaba): intelligence 21.80, $240Qwen3.6 27B (Non-reasoning) (Alibaba): intelligence 31.30, $359Qwen3.6 27B (Reasoning) (Alibaba): intelligence 37.70, $667Qwen3.6 35B A3B (Non-reasoning) (Alibaba): intelligence 24.60, $530Qwen3.6 35B A3B (Reasoning) (Alibaba): intelligence 32.10, $505Qwen3.6 Plus (Alibaba): intelligence 40.50, $526Qwen3.7 Max (Alibaba): intelligence 46.70, $1064Qwen3.7 Plus (Alibaba): intelligence 39.40, $322Qwen3.8 2.4T A95B (Alibaba): intelligence 57.70, $1672Qwen3.8 Max (Alibaba): intelligence 58.10, $1741Ring-2.6-1T (InclusionAI): intelligence 31.70, $455Solar Pro 3 (Upstage): intelligence 14.50, $158Solar Pro 4 (Upstage): intelligence 41.60, $321Step 3.7 Flash (StepFun): intelligence 30.90, $320Trinity Large Thinking (Arcee AI): intelligence 18.70, $255GPT-5.6 Luna (Non-reasoning) (OpenAI): intelligence 26.80, $10.2GPT-5.6 Luna (low) (OpenAI): intelligence 33.90, $13.7GPT-5.6 Luna (medium) (OpenAI): intelligence 38.90, $21.1GPT-5.6 Luna (high) (OpenAI): intelligence 47.00, $55.0GPT-5.6 Luna (xhigh) (OpenAI): intelligence 50.10, $95.1Gemini 3.7 Flash (low) (Google): intelligence 50.90, $165GPT-5.6 Luna (max) (OpenAI): intelligence 52.30, $172Gemini 3.7 Flash (medium) (Google): intelligence 53.40, $278Gemini 3.7 Flash (high) (Google): intelligence 56.00, $485Muse Spark 1.2 (xhigh) (Meta): intelligence 56.80, $639GPT-5.6 Sol (high) (OpenAI): intelligence 57.30, $955Grok 4.6 (high) (SpaceXAI): intelligence 60.90, $1068Claude Opus 5 (Adaptive Reasoning, High Effort) (Anthropic): intelligence 61.50, $1974Claude Opus 5 (Adaptive Reasoning, Xhigh Effort) (Anthropic): intelligence 62.50, $2909Claude Opus 5 (Adaptive Reasoning, Max Effort) (Anthropic): intelligence 63.10, $3836Kimi K2.7 Code (Kimi): intelligence 43.00, $545Claude Sonnet 5 (Adaptive Reasoning, Max Effort) (Anthropic): intelligence 55.30, $4011Claude Sonnet 5 (max)Kimi K2.7 CodeGPT-5.6 Luna (Non-reasoning)Claude Opus 5 (max)
Claude Sonnet 5 (Adaptive Reasoning, Max Effort)Kimi K2.7 CodeToday's Pareto frontierOpen-weights frontierEvery other model
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