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DeepSeek V3.2 is DeepSeek's V3-generation model upgrade underlying both the deepseek-chat (non-thinking) and deepseek-reasoner (thinking) modes, improving efficiency and reasoning quality over V3.1. It is designed as a strong, low-cost general-purpose and reasoning model.
Mathematical#74Writing, Literature, & Language#89Life, Physical, & Social Science#92Software & IT Services#100
AuthorDeepSeek
Country🇨🇳 China
ReleasedDec 1, 2025
Overview
Cost rate
0.1x
Context
164K
Input
Output
Reasoning
Tool calling
Structured outputs
Pricing/M tokens
Input$0.26
Cached input$0.13
Output$0.38
Context
Context length163,840
Max output tokens163,840
Knowledge cutoff-
Performance
Throughput-
Latency-
GPT-5.6 Sol is the flagship tier of OpenAI's GPT-5.6 family, built for complex reasoning, multi-step coding, and long-horizon agentic work, with particular strength on command-line and terminal-driven tasks.
Entertainment, Sports, & Media#6Writing, Literature, & Language#8Mathematical#9Document analysis#11
AuthorOpenAI
Country🇺🇸 United States
ReleasedJul 9, 2026
Overview
Cost rate
2x
Context
1.1M
Input
Output
Reasoning
Tool calling
Structured outputs
Pricing/M tokens
Input$2.00
Cached input$0.20
Output$10.00
Context
Context length1,050,000
Max output tokens128,000
Knowledge cutoff2026-02-16
Performance
Throughput69 tok/s
Latency4.89s
Benchmarks
Head-to-head scores across reasoning, coding, and agentic indices, plus per-domain rankings.
Intelligence
62.5
Claude Opus 5 (Adaptive Reasoning, Xhigh Effort)
Claude Opus 5 (Adaptive Reasoning, Xhigh Effort)62.1Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback)
Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback)59.5
