DeepSeek-R1 is a 671B parameter Mixture-of-Experts (MoE) model with 37B activated parameters per token, trained via large-scale reinforcement learning with a focus on reasoning capabilities. It incorporates two RL stages for discovering improved reasoning patterns and aligning with human preferences, along with two SFT stages for seeding reasoning and non-reasoning capabilities. The model achieves performance comparable to OpenAI-o1 across math, code, and reasoning tasks.
LLaMA 4 Maverick is a cutting-edge multimodal model featuring 17 billion active parameters within a Mixture-of-Experts architecture of 128 experts, totaling 400 billion parameters. It leads its class by outperforming models like GPT-4o and Gemini 2.0 Flash across a wide range of benchmarks, and it matches DeepSeek V3 in reasoning and coding tasks—using less than half the active parameters. Designed for efficiency and scalability, Maverick delivers a best-in-class performance-to-cost ratio, with an experimental chat variant achieving an ELO score of 1417 on LMArena. Despite its scale, it runs on a single NVIDIA H100 host, ensuring simple and practical deployment.
| DeepSeek-R1 | Llama 4 Maverick | |
|---|---|---|
Web Site
| ||
Provider
| ||
Chat
| ||
Release Date
| ||
Modalities
| text | text images video |
API Providers
| DeepSeek, HuggingFace | Meta AI, Hugging Face, Fireworks, Together, DeepInfra |
Knowledge Cut-off Date
| Unknown | 2024-08 |
Open Source
| Yes | Yes (Source) |
Pricing Input
| $0.55 per million tokens | Not available |
Pricing Output
| $2.19 per million tokens | Not available |
MMLU
| 90.8% Pass@1 Source | Not available |
MMLU-Pro
| 84% EM Source | 80.5% Source |
MMMU
| - | 73.4% Source |
HellaSwag
| - | Not available |
HumanEval
| - | Not available |
MATH
| - | Not available |
GPQA
| 71.5% Pass@1 Source | 69.8% Diamond Source |
IFEval
| 83.3% Prompt Strict Source | Not available |
SimpleQA
| - | - |
AIME 2024 | - | - |
AIME 2025 | - | - |
Aider Polyglot
| - | - |
LiveCodeBench v5
| - | - |
Global MMLU (Lite)
| - | - |
MathVista
| - | - |
Mobile Application | - | |
VideoGameBench | ||
Total score | - | 0% |
Doom II | - | 0% |
Dream DX | - | 0% |
Awakening DX | - | 0% |
Civilization I | - | 0% |
Pokemon Crystal | - | 0% |
The Need for Speed | - | 0% |
The Incredible Machine | - | 0% |
Secret Game 1 | - | %0 |
Secret Game 2 | - | 0% |
Secret Game 3 | - | 0% |
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