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AIKraft / Модели / AI-модели с рассуждениями (reasoning)

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 Opus 5.5 (Adaptive Reasoning, Max Effort, Default Fallback) Anthropic 59.1 $8.00 1M 97
Claude Opus 5.5 (Adaptive Reasoning, Xhigh Effort, Default Fallback) Anthropic 57.4 $8.00 1M 78
Muse Wonder Full (Max) (Reasoning) Meta 56.0 — — —
Claude Sonnet 5.5 (Adaptive Reasoning, Max Effort, Default Fallback) Anthropic 54.5 $4.00 1M 135
Muse Wonder (Max) (Reasoning) Meta 52.0 — — —
Claude Opus 5.5 (Adaptive Reasoning, High Effort, Default Fallback) Anthropic 51.8 $8.00 1M 70
Claude Fable 5.1 (Adaptive Reasoning, Xhigh Effort, Default Fallback) Anthropic 50.0 $20.00 1M 52
Claude Sonnet 5.5 (Adaptive Reasoning, Xhigh Effort, Default Fallback) Anthropic 49.9 $4.00 1M 95
Claude Fable 5.1 (Adaptive Reasoning, Max Effort, Default Fallback) Anthropic 49.2 $20.00 1M 69
Claude Opus 5.5 (Adaptive Reasoning, Medium Effort, Default Fallback) Anthropic 48.2 $8.00 1M 72
Claude Fable 5.1 (Adaptive Reasoning, High Effort, Default Fallback) Anthropic 47.2 $20.00 1M 50
DeepSeek V4.1 Flash 1017 (Max) (Reasoning) DeepSeek 45.0 — — —
K2 Horizon (Reasoning) — 45.0 — — —
GPT-6 Sol (max) OpenAI 44.2 $4.00 872K 0
Claude Fable 5.1 (Adaptive Reasoning, Medium Effort, Default Fallback) Anthropic 43.2 $20.00 1M 51
Claude Sonnet 5.5 (Adaptive Reasoning, High Effort, Default Fallback) Anthropic 41.5 $4.00 1M 92
Claude Fable 5.1 (Adaptive Reasoning, Low Effort, Default Fallback) Anthropic 38.7 $20.00 1M 48
Tencent Hy4 (Reasoning) Meta 35.0 — — —
Claude Opus 5.5 (Adaptive Reasoning, Low Effort, Default Fallback) Anthropic 34.8 $8.00 1M 70
Inkling 2 Small (Reasoning) Nex AGI 31.0 — — —
Claude Sonnet 5.5 (Adaptive Reasoning, Medium Effort, Default Fallback) Anthropic 30.8 $4.00 1M 88
MiMo-V2.6-Flash Xiaomi 26.7 $0.17 1M 30
Claude Sonnet 5.5 (Adaptive Reasoning, Low Effort, Default Fallback) Anthropic 25.6 $4.00 1M 89
DeepSeek V4 Pro 0813 (Reasoning, Max Effort) DeepSeek 23.1 $1.98 1M 73
GLM-5.3 (low) Z AI 23.1 $2.15 1M 66
Nemotron 3 Ultra 550B A55B (Reasoning) NVIDIA 11.8 $1.13 256K 161
Claude 4.5 Haiku (Reasoning) Anthropic 7.4 $2.00 200K 0
Gemini 3.1 Flash-Lite Google 6.2 $0.56 1M 0
Mistral Small 4 (Reasoning) Mistral 4.3 $0.26 256K 163
Gemini 2.0 Flash Thinking Experimental (Jan '25) Google — $0.00 1M 0
Gemini 3.5 Flash (medium) Google — $3.38 1M 0
Gemini 3.5 Flash (high) Google — $3.38 1M 0
Gemini 2.5 Flash (Reasoning) Google — $0.85 1M 0
Gemini 3.7 Flash (medium) Google — $0.00 1M 0
Gemini 2.0 Flash Thinking Experimental (Dec '24) Google — $0.00 2M 0
Gemma 4 31B (Reasoning) Google — $0.00 256K 35
Gemma 4 E2B (Reasoning) Google — $0.00 128K 0
Gemma 4 E4B (Reasoning) Google — $0.04 128K 48
Gemini 3.1 Pro Preview Google — $4.50 1M 136
Gemini 2.5 Pro Google — $3.44 1M 0
Gemini 2.5 Pro Preview (Mar' 25) Google — $0.00 1M 0
Gemini 2.5 Flash Preview (Reasoning) Google — $0.00 1M 0
Gemini 3 Pro Preview (high) Google — $4.50 1M 0
Gemini 2.5 Pro Preview (May' 25) Google — $3.44 1M 0
Gemini 2.5 Flash-Lite (Reasoning) Google — $0.17 1M 0
Gemini 2.5 Flash Preview (Sep '25) (Reasoning) Google — $0.00 1M 0
Gemma 4 26B A4B (Reasoning) Google — $0.16 256K 97
Gemini 3 Deep Think Google — $0.00 128K 0
Gemini 3 Flash Preview (Reasoning) Google — $1.13 1M 0
DiffusionGemma 26B A4B Google — $0.00 256K 0
Gemini 2.5 Flash-Lite Preview (Sep '25) (Reasoning) Google — $0.17 1M 0
Claude 4 Opus (Reasoning) Anthropic — $30.00 200K 0
Claude Opus 4.7 (Adaptive Reasoning, Max Effort) Anthropic — $10.00 1M 0
Claude Opus 5 (Adaptive Reasoning, Xhigh Effort) Anthropic — $10.00 1M 0
Claude 4.1 Opus (Reasoning) Anthropic — $30.00 200K 0
Claude 4.5 Sonnet (Reasoning) Anthropic — $6.00 1M 0
Claude Opus 5 (Adaptive Reasoning, Low Effort) Anthropic — $10.00 1M 0
Claude 3.7 Sonnet (Reasoning) Anthropic — $0.00 200K 0
Claude Opus 5 (Adaptive Reasoning, High Effort) Anthropic — $10.00 1M 0
Claude Sonnet 5 (Adaptive Reasoning, Low Effort) Anthropic — $4.00 1M 0
Claude Sonnet 5 (Adaptive Reasoning, High Effort) Anthropic — $4.00 1M 0
Claude Opus 4.5 (Reasoning) Anthropic — $10.00 200K 0
Claude 4 Sonnet (Reasoning) Anthropic — $0.00 1M 0
Claude Opus 4.8 (Adaptive Reasoning, Max Effort) Anthropic — $10.00 1M 0
Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort) Anthropic — $6.00 1M 0
Claude Opus 5 (Adaptive Reasoning, Max Effort) Anthropic — $10.00 1M 0
Claude Opus 5 (Adaptive Reasoning, Medium Effort) Anthropic — $10.00 1M 0
Claude Sonnet 5 (Adaptive Reasoning, Medium Effort) Anthropic — $4.00 1M 0
Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback) Anthropic — $20.00 1M 0
Claude Sonnet 5 (Adaptive Reasoning, Max Effort) Anthropic — $4.00 1M 0
Claude Opus 4.6 (Adaptive Reasoning, Max Effort) Anthropic — $10.00 1M 0
Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort) Anthropic — $4.00 1M 0
Magistral Medium 1 Mistral — $0.00 40K 0
Magistral Medium 1.2 Mistral — $0.00 128K 0
Magistral Small 1 Mistral — $0.00 40K 0
DeepSeek R1 Distill Qwen 14B DeepSeek — $0.00 128K 0
DeepSeek R1 Distill Llama 70B DeepSeek — $0.80 128K 0
DeepSeek R1 Distill Llama 8B DeepSeek — $0.00 128K 0
DeepSeek R1 0528 Qwen3 8B DeepSeek — $0.00 32K 0
DeepSeek R1 Distill Qwen 1.5B DeepSeek — $0.00 128K 0
DeepSeek R1 Distill Qwen 32B DeepSeek — $0.00 128K 0
DeepSeek V3.2 Speciale DeepSeek — $0.00 128K 0
DeepSeek V3.2 (Reasoning) DeepSeek — $0.32 128K 0
DeepSeek V3.1 Terminus (Reasoning) DeepSeek — $1.91 128K 0
DeepSeek V4 Pro (Reasoning, High Effort) DeepSeek — $2.00 1M 0
DeepSeek V3.1 (Reasoning) DeepSeek — $0.85 128K 0
DeepSeek R1 0528 (May '25) DeepSeek — $2.08 128K 0
DeepSeek V3.2 Exp (Reasoning) DeepSeek — $0.32 128K 0
DeepSeek V4 Pro (Reasoning, Max Effort) DeepSeek — $1.77 1M 0
DeepSeek V4 Flash 0731 (Reasoning, Max Effort) DeepSeek — $0.17 1M 0
DeepSeek R1 (Jan '25) DeepSeek — $2.50 128K 0
DeepSeek V4 Flash Vision (Reasoning, Max Effort) DeepSeek — $0.66 1M 147
DeepSeek V4 Flash (Reasoning, High Effort) DeepSeek — $0.14 1M 0
DeepSeek V4.1 Flash (Reasoning, Max Effort) DeepSeek — $0.53 1M 0
Sonar Reasoning Pro Perplexity — $0.00 127K 0
R1 1776 Perplexity — $0.00 128K 0
Sonar Reasoning Perplexity — $0.00 127K 0
Falcon-H1R-7B TII UAE — $0.00 256K 0
Nova 2.0 Omni (medium) Amazon — $0.00 1M 0
Nova 2.0 Omni (low) Amazon — $0.00 1M 0
LFM2.5-1.2B-Thinking Liquid AI — $0.00 32K 0
Solar Open 100B (Reasoning) Upstage — $0.00 128K 0
Solar Pro 2 (Preview) (Reasoning) Upstage — $0.00 64K 0
Solar Pro 2 (Reasoning) Upstage — $0.00 64K 0
MiniMax M1 80k MiniMax — $0.96 1M 0
MiniMax M1 40k MiniMax — $0.00 1M 0
MiniMax-M2.7 MiniMax — $0.53 200K 0
Llama Nemotron Super 49B v1.5 (Reasoning) NVIDIA — $0.00 128K 0
Llama 3.1 Nemotron Nano 4B v1.1 (Reasoning) NVIDIA — $0.00 128K 0
NVIDIA Nemotron 3 Nano 30B A3B (Reasoning) NVIDIA — $0.09 1M 245
NVIDIA Nemotron Nano 9B V2 (Reasoning) NVIDIA — $0.07 128K 172
Nemotron 3 Nano Omni 30B A3B Reasoning NVIDIA — $0.60 256K 234
Nemotron 3 Super 120B A12B (Reasoning) NVIDIA — $0.45 1M 0
NVIDIA Nemotron Nano 12B v2 VL (Reasoning) NVIDIA — $0.00 128K 0
Llama 3.3 Nemotron Super 49B v1 (Reasoning) NVIDIA — $0.00 128K 0
Llama 3.1 Nemotron Ultra 253B v1 (Reasoning) NVIDIA — $0.00 128K 0
Kimi K2.5 (Reasoning) Kimi — $1.20 256K 0
Qwen3 VL 30B A3B (Reasoning) Alibaba — $0.50 256K 0
Qwen3.6 35B A3B (Reasoning) Alibaba — $0.84 256K 129
Qwen3 8B (Reasoning) Alibaba — $0.00 128K 0

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Компании в этой подборке

AnthropicMetaDeepSeekOpenAINex AGIXiaomiZ AINVIDIAGoogleMistralPerplexityTII UAEAmazonLiquid AI

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