DeepSeek V3 (Dec '24): Intelligence, Performance & Price Analysis
Analysis of DeepSeek's DeepSeek V3 (Dec '24) and comparison to other AI models across key metrics including quality, price, performance (tokens per second & time to first token), context window & more. Click on any model to compare API providers for that model. For more details including relating to our methodology, see our FAQs.
DeepSeek has launched a newer model, DeepSeek V3 0324 (Mar '25). We suggest considering this model instead of DeepSeek V3 (Dec '24). See the following pages for a comparison of DeepSeek V3 0324 (Mar '25) to other models and DeepSeek V3 0324 (Mar '25) API provider benchmarks.
Comparison Summary
Intelligence:
DeepSeek V3 (Dec '24) is of higher quality compared to average, with a MMLU score of 0.752 and a Intelligence Index across evaluations of 46.
Price:DeepSeek V3 (Dec '24) is cheaper compared to average with a price of $0.48 per 1M Tokens (blended 3:1).
DeepSeek V3 (Dec '24) Input token price: $0.27, Output token price: $1.10 per 1M Tokens.
Speed:Latency:Context Window:DeepSeek V3 (Dec '24) Input token price: $0.27, Output token price: $1.10 per 1M Tokens.
DeepSeek V3 (Dec '24) has a smaller context windows than average, with a context window of 130k tokens.
Highlights
Intelligence
Artificial Analysis Intelligence Index; Higher is better
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Speed
Output Tokens per Second; Higher is better
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Price
USD per 1M Tokens; Lower is better
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Parallel Queries:
Prompt Length:
DeepSeek V3 (Dec '24) Model Details
Comparisons to DeepSeek V3 (Dec '24)
DeepSeek V3 (Dec '24)
o3-pro
o3
o4-mini (high)
GPT-4.1
Llama 4 Maverick
Llama 4 Scout
Gemini 2.5 Pro
Gemini 2.5 Flash (Reasoning)
Claude 4 Opus Thinking
Claude 4 Sonnet Thinking
Magistral Small
DeepSeek V3 0324 (Mar '25)
DeepSeek R1 0528 (May '25)
Grok 4
Nova Premier
Solar Pro 2 (Reasoning)
MiniMax M1 80k
Kimi K2
Qwen3 235B (Reasoning)
GPT-4o (Nov '24)
Further details