DeepSeek is a Chinese AI model optimized for reasoning and code with lower computational costs, while Google's Gemini is a broader multimodal AI assistant with superior image understanding and tight Google ecosystem integration. DeepSeek excels in mathematical problem-solving, whereas Gemini dominates in creative tasks and real-time information access.
DeepSeek vs Gemini — Side-by-side comparison on A Versus B
Chinese AI model focused on reasoning, mathematics, and code efficiency with low computational overhead.
Google's multimodal AI assistant with real-time web access, image generation, and tight integration with Google services.
Developer Origin. Primary Strength. Training Cost (reported). Real-time Web Access. Image Generation. API Availability. AIME Math Benchmark Score
Choose DeepSeek if you prioritize cost-efficient reasoning tasks, mathematical problem-solving, and code generation without cloud ecosystem lock-in. Choose Gemini if you need multimodal capabilities, real-time web integration, image generation, and seamless Google Workspace connectivity for enterprise or creative professional use.
DeepSeek: $0.014 (DeepSeek-Chat) | Gemini: N/A
DeepSeek: 164K tokens | Gemini: 1M tokens (3.1 Pro)
DeepSeek: Top-tier (R1/V3.2 optimized) | Gemini: N/A
DeepSeek: Text, emerging vision | Gemini: N/A
DeepSeek: Free tier available | Gemini: N/A
DeepSeek: Yes, fully supported | Gemini: N/A
DeepSeek: Growing (API-focused) | Gemini: N/A
DeepSeek: Technical, developer-centric | Gemini: N/A
DeepSeek: Limited (API-only) | Gemini: N/A
DeepSeek: Open-source weights available | Gemini: N/A
DeepSeek: Subject to Chinese data laws | Gemini: N/A
DeepSeek: 4,096 tokens (DeepSeek-V3) | Gemini: N/A
DeepSeek: Free (with API credits) | Gemini: N/A
Reasoning Task Performance (GPQA Benchmark)
DeepSeek: 685B (DeepSeek-V3) | Gemini: N/A
DeepSeek: Partial (R1 inference-only) | Gemini: N/A
Minimum GPU VRAM for Full Model Inference
DeepSeek: 40GB (with MoE efficiency) | Gemini: N/A
DeepSeek: 92.3% (DeepSeek-V3) | Gemini: N/A
DeepSeek: Closed-source, API-only | Gemini: N/A
DeepSeek: Restricted in some jurisdictions; unclear terms | Gemini: N/A
DeepSeek: 86.5% (DeepSeek-V3) | Gemini: N/A
DeepSeek: 2 primary versions (limited small sizes) | Gemini: N/A
Math Reasoning Accuracy (AIME Benchmark)
DeepSeek: Proprietary with restrictions | Gemini: N/A
DeepSeek: Not supported (API only) | Gemini: N/A
DeepSeek: Emerging (rank #8 in AI models) | Gemini: N/A
DeepSeek: Higher risk - processed by DeepSeek servers | Gemini: N/A
DeepSeek: No | Gemini: Yes (Gemini Advanced)
DeepSeek: None | Gemini: Imagen 3 integrated
DeepSeek: Not publicly available | Gemini: $0.0075-$0.075
Code Generation - Codeforces Problems Solved
DeepSeek: 70+ advanced problems | Gemini: ~60+ (estimated)
DeepSeek: Limited beta access | Gemini: Full commercial with SLA
DeepSeek: 8 months old (April 2024) | Gemini: 20 months (April 2024)
DeepSeek: Yes, publicly available | Gemini: No, closed source
DeepSeek: Limited (text-focused) | Gemini: N/A
DeepSeek: $0.00 (Free tier available) | Gemini: N/A
DeepSeek: 0% (external integration required) | Gemini: N/A
DeepSeek: No (cutoff April 2024) | Gemini: Free
DeepSeek: Limited API access required | Gemini: Yes (with limitations)
DeepSeek: Restricted/Limited | Gemini: N/A
DeepSeek: Closed, proprietary | Gemini: N/A
DeepSeek: U.S. export restrictions (China-based) | Gemini: N/A
DeepSeek: Limited disclosure, proprietary | Gemini: N/A
DeepSeek: N/A | Gemini: Gemini 1.5 Pro (strong)
DeepSeek: N/A | Gemini: Advanced (image, video, text)
DeepSeek: N/A | Gemini: Google Search, Workspace, Maps
DeepSeek: N/A | Gemini: Good but formulaic
DeepSeek: N/A | Gemini: Conversational AI & LLM
DeepSeek: N/A | Gemini: Consumer AI Product
DeepSeek: N/A | Gemini: Free (premium paid options)
DeepSeek: N/A | Gemini: Text, Images, Video, Code
DeepSeek: N/A | Gemini: 1.5 billion+ (all Google products)
DeepSeek: N/A | Gemini: Free (Gemini Free or Premium $20)
DeepSeek: N/A | Gemini: 1 million tokens (Gemini 2.0)
DeepSeek: N/A | Gemini: 40+ languages with debugging
DeepSeek: N/A | Gemini: Cloud-based primarily
DeepSeek: N/A | Gemini: PDF, Images, Web content, Video
DeepSeek: N/A | Gemini: 99.5% (Google Cloud SLA)
DeepSeek: N/A | Gemini: iOS, Android (native Gemini app)
DeepSeek: N/A | Gemini: 5 (text, image, audio, video, docs)
DeepSeek: N/A | Gemini: Gemini 3.1 Pro, 3.5 Flash
DeepSeek: N/A | Gemini: Competitive (3.1 Pro)
DeepSeek: N/A | Gemini: Native Search grounding
DeepSeek: N/A | Gemini: Broadest (Google translation lineage)
DeepSeek: N/A | Gemini: Controlled generation + JSON schemas
DeepSeek: N/A | Gemini: ~2025 (Search compensates)
DeepSeek: N/A | Gemini: Yes (rolling out)
DeepSeek: N/A | Gemini: Agentic in Workspace
DeepSeek: N/A | Gemini: Google integrations
DeepSeek: N/A | Gemini: Polished; merges with Google app on Android
DeepSeek: N/A | Gemini: Implicit + explicit context caching
DeepSeek: N/A | Gemini: Gemini 3.5 Flash
DeepSeek: N/A | Gemini: Cloud-only (Vertex AI)
DeepSeek: N/A | Gemini: ~360 RPM / 4M TPM (3.1 Pro)
DeepSeek: N/A | Gemini: 3.5 Flash (generous limits)
DeepSeek: N/A | Gemini: Google AI Pro $19.99/mo
DeepSeek: N/A | Gemini: Ultra $100–$200/mo
DeepSeek: N/A | Gemini: Workspace Business (varies)
DeepSeek: N/A | Gemini: 3.5 Flash: ~$0.10
Complex Reasoning Accuracy (AIME Benchmark)
DeepSeek: N/A | Gemini: April 2024 knowledge cutoff
DeepSeek: N/A | Gemini: Text, images, video, audio
DeepSeek: N/A | Gemini: $20/month (Google One Premium)
Code Generation Quality (HumanEval Benchmark)
DeepSeek: N/A | Gemini: Strict - refuses harmful/controversial
DeepSeek: N/A | Gemini: $0 (Free tier available)
DeepSeek: N/A | Gemini: Text, images, audio, video
DeepSeek: N/A | Gemini: Full access via Vertex AI and AI Studio
DeepSeek: N/A | Gemini: Optimized with native debugging tools
DeepSeek: N/A | Gemini: Google Workspace, Drive, Gmail, Search
DeepSeek: N/A | Gemini: Limited/unavailable
DeepSeek: N/A | Gemini: No (April 2024 cutoff)
Coding Performance (HumanEval Benchmark)
DeepSeek: N/A | Gemini: $20 (Gemini Advanced)
How to choose between DeepSeek and Gemini
DeepSeek vs Gemini — Structured Comparison Data
Machine-readable comparison dataset for DeepSeek vs Gemini. Contains 167 attribute comparisons, 5 FAQ pairs.
DeepSeek vs Gemini — Attribute Category Vocabulary
Taxonomy of attribute categories used to classify comparison data for DeepSeek vs Gemini.
Which AI is better for coding and mathematical problems?
DeepSeek slightly edges Gemini for pure coding and mathematics. DeepSeek achieved 79.8% on AIME math benchmarks and solved 70+ advanced Codeforces problems, compared to Gemini's comparable but slightly lower code-specific performance. However, Gemini excels when the task requires web research to verify solutions or involves creative coding patterns.
Can I use DeepSeek offline or host it myself?
Yes, DeepSeek's model weights are open-source and publicly available, allowing self-hosting via frameworks like Ollama or LM Studio. Gemini requires Google's API and cannot be self-hosted. This makes DeepSeek ideal for privacy-sensitive applications and offline deployments.
Does DeepSeek have image generation like Gemini?
No, DeepSeek currently has no native image generation capability. Gemini integrates Imagen 3, Google's advanced image generation model, making it the clear choice for visual content creation tasks. DeepSeek is primarily a text and code reasoning model.
DeepSeek's API pricing is not publicly available, but its reported $5.5M training cost (vs. Gemini's $50M+) suggests lower operating costs. Gemini's published API pricing ranges $0.0075-$0.30 per million tokens depending on model tier. For enterprise deployments, self-hosting DeepSeek could be significantly cheaper than Gemini's recurring API costs.
Yes, Gemini Advanced includes real-time web search integration, allowing it to retrieve current news, stock prices, and recent events. DeepSeek has no real-time web access and relies only on training data (knowledge cutoff in mid-2024), making Gemini superior for time-sensitive queries.
How to Choose Between DeepSeek and Gemini
Developer Origin: DeepSeek has Chinese startup (High-Flyer AI), while Gemini has Google (US multinational).
Primary Strength: DeepSeek has Mathematical reasoning & code generation, while Gemini has Multimodal understanding & creative tasks.
Training Cost (reported): DeepSeek has $5.5 million USD, while Gemini has $50+ million USD (estimated).
Real-time Web Access: DeepSeek has No, while Gemini has Yes (Gemini Advanced).
Image Generation: DeepSeek has Limited/None, while Gemini has Native integration with Imagen 3.
API Availability: DeepSeek has Limited access, API in beta, while Gemini has Full commercial API with Vertex AI.
AIME Math Benchmark Score: DeepSeek has 79.8%, while Gemini has 80%+.