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AI-модели с рассуждениями (reasoning)

Reasoning-модели тратят дополнительные токены на «размышление» перед ответом. Это заметно поднимает качество на математике, коде и многошаговых задачах — и так же заметно поднимает счёт: платите вы и за скрытые токены рассуждений. Ниже — все reasoning-модели каталога с ценой, контекстом и скоростью, чтобы сравнить выгоду.

120 моделей в подборке · данные сверяются автоматически · весь каталог моделей

МодельКомпанияИнтеллектЦена / 1MКонтекстТокенов/с
Claude Fable 5.1 (Adaptive Reasoning, Max Effort, Default Fallback) Anthropic 53.4 $20.00 1M 72
Claude Fable 5.1 (Adaptive Reasoning, Xhigh Effort, Default Fallback) Anthropic 53.2 $20.00 1M 61
Claude Fable 5.1 (Adaptive Reasoning, High Effort, Default Fallback) Anthropic 51.2 $20.00 1M 55
Claude Opus 5 (Adaptive Reasoning, Max Effort) Anthropic 50.8 $10.00 1M 57
Claude Opus 5 (Adaptive Reasoning, Xhigh Effort) Anthropic 49.7 $10.00 1M 57
Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback) Anthropic 49.6 $20.00 1M 0
Claude Fable 5.1 (Adaptive Reasoning, Medium Effort, Default Fallback) Anthropic 48.9 $20.00 1M 51
Claude Opus 5 (Adaptive Reasoning, High Effort) Anthropic 48.1 $10.00 1M 52
Claude Fable 5.1 (Adaptive Reasoning, Low Effort, Default Fallback) Anthropic 46.8 $20.00 1M 51
Grok 4.7 (xhigh) SpaceXAI 46.4 $0.00 500K 0
Grok 4.7 (high) SpaceXAI 46.3 $0.00 500K 0
Claude Opus 5 (Adaptive Reasoning, Medium Effort) Anthropic 44.8 $10.00 1M 53
Claude Opus 4.8 (Adaptive Reasoning, Max Effort) Anthropic 41.8 $10.00 1M 0
Claude Opus 4.7 (Adaptive Reasoning, Max Effort) Anthropic 40.7 $10.00 1M 0
DeepSeek V4.1 Flash (Reasoning, Max Effort) DeepSeek 39.5 $0.53 1M 235
Claude Opus 5 (Adaptive Reasoning, Low Effort) Anthropic 39.4 $10.00 1M 54
Claude Sonnet 5 (Adaptive Reasoning, Max Effort) Anthropic 38.2 $4.00 1M 86
DeepSeek V4 Pro 0813 (Reasoning, Max Effort) DeepSeek 36.0 $1.98 1M 94
DeepSeek V4 Flash Vision (Reasoning, Max Effort) DeepSeek 34.8 $0.66 1M 238
Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort) Anthropic 34.4 $4.00 1M 72
DeepSeek V4 Flash 0731 (Reasoning, Max Effort) DeepSeek 34.3 $0.66 1M 0
Claude Opus 4.6 (Adaptive Reasoning, Max Effort) Anthropic 31.9 $10.00 1M 0
Claude Sonnet 5 (Adaptive Reasoning, High Effort) Anthropic 31.7 $4.00 1M 65
DeepSeek V4 Pro (Reasoning, Max Effort) DeepSeek 30.4 $0.54 1M 0
Apodex 1.1 — 30.4 $0.97 256K 0
Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort) Anthropic 30.1 $6.00 1M 0
DeepSeek V4 Pro (Reasoning, High Effort) DeepSeek 30.1 $0.54 1M 0
Claude Opus 4.5 (Reasoning) Anthropic 29.1 $10.00 200K 0
MiMo-V2-Pro Xiaomi 28.6 $0.00 1M 0
Claude Sonnet 5 (Adaptive Reasoning, Medium Effort) Anthropic 28.1 $4.00 1M 66
Gemini 3 Pro Preview (high) Google 28.0 $4.50 1M 0
GLM-5 (Reasoning) Z AI 27.9 $1.55 200K 0
GLM-5-Turbo Z AI 26.6 $0.00 200K 0
GPT-5.2 (medium) OpenAI 26.5 $4.81 400K 0
Gemini 3 Flash Preview (Reasoning) Google 26.3 $1.13 1M 0
GLM-5.1 (Reasoning) Z AI 26.1 $2.00 200K 0
DeepSeek V4 Flash (Reasoning, High Effort) DeepSeek 26.0 $0.17 1M 0
Grok 4.20 0309 v2 (Reasoning) SpaceXAI 25.7 $1.56 2M 0
Grok 4.20 0309 (Reasoning) SpaceXAI 25.2 $3.00 2M 0
MiMo-V2-Omni-0327 Xiaomi 25.1 $0.00 256K 0
Claude Sonnet 5 (Adaptive Reasoning, Low Effort) Anthropic 24.3 $4.00 1M 66
MiMo-V2-Omni Xiaomi 23.9 $0.00 256K 0
Kimi K2.5 (Reasoning) Kimi 23.5 $1.14 256K 0
GLM 5V Turbo (Reasoning) Z AI 23.5 $0.00 200K 0
Qwen3.5 27B (Reasoning) Alibaba 22.9 $0.82 256K 0
Nemotron 3 Ultra 550B A55B (Reasoning) NVIDIA 22.9 $1.05 256K 188
Claude 4.1 Opus (Reasoning) Anthropic 22.8 $30.00 200K 0
GPT-5.5 Instant (May 2026) OpenAI 22.7 $11.25 400K 0
Hy3-preview (Reasoning) Tencent 22.7 $0.10 256K 0
Grok 4 SpaceXAI 22.5 $6.00 256K 0
MiMo-V2-Flash (Feb 2026) Xiaomi 22.4 $0.00 256K 0
Gemini 3 Pro Preview (low) Google 22.3 $4.50 1M 0
GLM-4.7 (Reasoning) Z AI 22.2 $1.00 200K 0
DeepSeek V3.2 (Reasoning) DeepSeek 21.5 $0.32 128K 0
Qwen3.6 27B (Reasoning) Alibaba 21.4 $1.35 256K 0
Qwen3 Max Thinking Alibaba 21.3 $0.00 256K 0
MiMo-V2-Flash (Reasoning) Xiaomi 20.8 $0.15 256K 0
Claude 4.5 Sonnet (Reasoning) Anthropic 20.7 $6.00 1M 0
Claude 4 Opus (Reasoning) Anthropic 20.6 $30.00 200K 0
Grok 4.1 Fast (Reasoning) SpaceXAI 20.4 $0.00 2M 0
Qwen3.5 35B A3B (Reasoning) Alibaba 19.3 $0.69 256K 0
Gemma 4 31B (Reasoning) Google 19.0 $0.00 256K 35
Claude 4 Sonnet (Reasoning) Anthropic 18.9 $0.00 1M 0
GLM-4.6 (Reasoning) Z AI 18.5 $0.96 200K 0
Qwen3.5 397B A17B (Reasoning) Alibaba 18.4 $1.35 256K 90
Qwen3.6 35B A3B (Reasoning) Alibaba 18.2 $0.84 256K 121
Grok 4 Fast (Reasoning) SpaceXAI 17.9 $0.28 2M 0
Claude 3.7 Sonnet (Reasoning) Anthropic 17.7 $0.00 200K 0
Claude 4.5 Haiku (Reasoning) Anthropic 16.9 $2.00 200K 142
Doubao Seed Code ByteDance Seed 16.9 $0.00 256K 0
Gemma 4 26B A4B (Reasoning) Google 16.7 $0.18 256K 0
DeepSeek V3.2 Exp (Reasoning) DeepSeek 16.6 $0.32 128K 0
Qwen3.5 122B A10B (Reasoning) Alibaba 15.6 $1.10 256K 132
Gemini 2.5 Flash Preview (Sep '25) (Reasoning) Google 15.5 $0.00 1M 0
Gemini 2.5 Pro Preview (Mar' 25) Google 15.0 $0.00 1M 0
GLM-4.7-Flash (Reasoning) Z AI 14.9 $0.15 200K 0
DeepSeek V3.1 Terminus (Reasoning) DeepSeek 14.8 $1.91 128K 0
Grok 3 mini Reasoning (high) SpaceXAI 14.6 $0.35 1M 0
DeepSeek V3.2 Speciale DeepSeek 14.5 $0.00 128K 0
Gemini 2.5 Pro Preview (May' 25) Google 14.5 $3.44 1M 0
K-EXAONE (Reasoning) LG AI Research 14.4 $0.00 256K 0
ERNIE 5.0 Thinking Preview Baidu 14.3 $0.00 128K 0
Gemma 4 12B (Reasoning) Google 14.2 $0.15 256K 141
Grok Code Fast 1 SpaceXAI 14.1 $0.00 256K 0
Apriel-v1.5-15B-Thinker ServiceNow 13.8 $0.00 128K 0
Qwen3.5 9B (Reasoning) Alibaba 13.7 $0.15 256K 71
Nova 2.0 Omni (medium) Amazon 13.6 $0.85 1M 0
DeepSeek V3.1 (Reasoning) DeepSeek 13.5 $0.86 128K 0
Apriel-v1.6-15B-Thinker ServiceNow 13.4 $0.00 128K 0
Qwen3 VL 235B A22B (Reasoning) Alibaba 13.4 $1.30 256K 0
EXAONE 4.5 33B LG AI Research 13.2 $0.00 256K 0
Qwen3.5 4B (Reasoning) Alibaba 13.1 $0.06 256K 16
DeepSeek R1 0528 (May '25) DeepSeek 13.1 $1.76 128K 0
Gemini 2.5 Flash (Reasoning) Google 13.1 $0.85 1M 0
Nemotron 3 Super 120B A12B (Reasoning) NVIDIA 12.8 $0.31 1M 212
GLM-4.5 (Reasoning) Z AI 12.8 $0.00 128K 0
Qwen3 235B A22B 2507 (Reasoning) Alibaba 12.7 $0.75 256K 0
o1-pro OpenAI 12.4 $262.50 200K 0
Qwen3 VL 32B (Reasoning) Alibaba 11.9 $0.28 256K 0
Sonar Reasoning Pro Perplexity 11.8 $0.00 127K 0
MiniMax M1 80k MiniMax 11.7 $0.96 1M 0
Gemini 2.5 Flash Preview (Reasoning) Google 11.7 $0.00 1M 0
DeepSeek R1 (Jan '25) DeepSeek 11.4 $2.50 128K 0
o1-preview OpenAI 11.4 $28.88 128K 0
HyperCLOVA X SEED Think (32B) Naver 11.4 $0.00 128K 0
Mistral Small 4 (Reasoning) Mistral 11.3 $0.26 256K 169
Qwen3 Next 80B A3B (Reasoning) Alibaba 11.2 $0.41 256K 172
GLM-4.6V (Reasoning) Z AI 11.2 $0.45 128K 0
Nova 2.0 Omni (low) Amazon 11.1 $0.85 1M 0
Mi:dm K 2.5 Pro Korea Telecom 11.0 $0.00 128K 0
Ring-1T InclusionAI 10.9 $0.00 128K 0
INTELLECT-3 Prime Intellect 10.6 $0.00 131K 0
Solar Open 100B (Reasoning) Upstage 10.4 $0.00 128K 0
Grok 3 Reasoning Beta SpaceXAI 10.4 $0.00 1M 0
Gemini 2.5 Flash-Lite Preview (Sep '25) (Reasoning) Google 10.4 $0.17 1M 0
Nemotron 3 Nano Omni 30B A3B Reasoning NVIDIA 10.3 $0.16 256K 0
MiniMax M1 40k MiniMax 10.0 $0.00 1M 0
K2-V2 (high) MBZUAI Institute of Foundation Models 9.9 $0.00 512K 0
Qwen3 30B A3B 2507 (Reasoning) Alibaba 9.8 $0.75 256K 0
o1-mini OpenAI 9.8 $0.00 128K 0

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