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.
Gemini 2.0 Flash is Google's high-performance, low-latency model designed to drive advanced agentic experiences. Equipped with native tool integration, it supports multimodal inputs, including text, images, video, and audio. Offering substantial improvements over previous versions, the model balances efficiency, speed, and enhanced capabilities for seamless real-time interactions.
| DeepSeek-R1 | Gemini 2.0 Flash | |
|---|---|---|
Web Site
| ||
Provider
| ||
Chat
| ||
Release Date
| ||
Modalities
| text | text images voice video |
API Providers
| DeepSeek, HuggingFace | Google AI Studio, Vertex AI |
Knowledge Cut-off Date
| Unknown | 08.2024 |
Open Source
| Yes | No |
Pricing Input
| $0.55 per million tokens | $0.10 per million tokens |
Pricing Output
| $2.19 per million tokens | $0.40 per million tokens |
MMLU
| 90.8% Pass@1 Source | Not available |
MMLU-Pro
| 84% EM Source | 77.6% Source |
MMMU
| - | 71.7% Source |
HellaSwag
| - | Not available |
HumanEval
| - | Not available |
MATH
| - | 90.9% Source |
GPQA
| 71.5% Pass@1 Source | 60.1% 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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