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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-
Llama 4 Maverick is Meta's high-capability open-weight Mixture-of-Experts model, offering strong multimodal (text and image) understanding, reasoning, and coding at efficient inference cost. It targets general-purpose assistant and agentic use cases needing frontier-adjacent quality in an open model.
Image understanding#101Mathematical#213Writing, Literature, & Language#219Entertainment, Sports, & Media#220
AuthorMeta
Country🇺🇸 United States
ReleasedApr 5, 2025
Overview
Cost rate
0.2x
Context
1M
Input
Output
Reasoning
Tool calling
Structured outputs
Pricing/M tokens
Input$0.20
Cached input$0.00
Output$0.80
Context
Context length1,048,576
Max output tokens16,384
Knowledge cutoff2024-08-31
Performance
Throughput99 tok/s
Latency0.92s
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
