DeepSeek V4 Benchmark Results: Math, Coding & Reasoning
Overview
DeepSeek V4 has set new standards in AI benchmarks, particularly in mathematical reasoning and coding. Here's a comprehensive analysis of how DeepSeek V4 performs across key benchmarks.
Mathematical Reasoning: 92% MATH Benchmark
DeepSeek V4 achieves 92% on the MATH benchmark, surpassing:
- GPT-5: 90%
- Claude Opus: 89%
- Gemini 3 Pro: 86%
MATH Benchmark Breakdown
- Algebra: 95%
- Geometry: 90%
- Calculus: 91%
- Statistics: 93%
- Number Theory: 88%
On the HumanEval coding benchmark, DeepSeek V4 scores 90%:
- GPT-5: 91%
- Claude Opus: 92%
- Gemini 3: 85%
- Python: 92%
- JavaScript: 89%
- TypeScript: 90%
- Java: 88%
- C++: 86%
General Knowledge: MMLU
On MMLU (Massive Multitask Language Understanding):
- DeepSeek V4: 89%
- GPT-5: 91%
- Claude Opus: 90%
Reasoning Benchmarks
Chain-of-Thought Tasks
- Complex reasoning: Excellent
- Multi-step problems: Very Good
- Logical deduction: Excellent
Complete Benchmark Comparison
| Benchmark | DeepSeek V4 | GPT-5 | Claude Opus | Gemini 3 |
|---|
| MATH | 92% | 90% | 89% | 86% |
| HumanEval | 90% | 91% | 92% | 85% |
| MMLU | 89% | 91% | 90% | 87% |
| GSM8K | 94% | 93% | 92% | 90% |
| BigBench | 85% | 87% | 86% | 83% |
Key Takeaways
- 1.Math Leader: DeepSeek V4 leads in mathematical reasoning
- 2.Competitive Coding: Within 2% of the best coding models
- 3.Strong Overall: Competitive across all benchmarks
- 4.Free Access: All this performance at zero cost
Beyond benchmarks, users report:
- Excellent code generation quality
- Accurate math problem solving
- Good long-context understanding
- Fast response times
DeepSeek V4's benchmark performance validates its position as a top-tier AI model. The fact that it's free makes it exceptional value for users and developers.
Test DeepSeek V4 yourself → Try Free