Model Comparison
Coder-V2
vs. GPT-4o (ChatGPT)
Comparing 2 AI models · 7 benchmarks · DeepSeek, OpenAI
Recommended Pick
Op GPT-4o (ChatGPT) 2 metric wins Strongest on: Intelligence, MATH 500
Lowest Price
Coder-V2
$0.00/1M input price
Best Reasoning
Coder-V2
42.4 reasoning score
Blends available reasoning benchmarks
Composite Indices
Higher is better; speed and price are normalized
Standard Benchmarks
Only benchmarks with data are shown
Differences That Matter
Reasoning gap
Coder-V2 leads GPT-4o (ChatGPT) by 10.6 points on reasoning.
Top-pick rationale
GPT-4o (ChatGPT) wins 2 measurable categories, including Intelligence, MATH 500.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
Coder-V2
DeepSeek
TTFT
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Time
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tok/s
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Tokens
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Cost
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GPT-4o (ChatGPT)
OpenAI
TTFT
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Time
—
tok/s
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Tokens
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Cost
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Which answer was more useful?
Full Comparison
| Metric | De Coder-V2 | Top Pick Op GPT-4o (ChatGPT) |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.00/1M | $0.00/1M |
| Output Cost | $0.00/1M | $0.00/1M |
| Specifications | ||
| Organization | DeepSeek | OpenAI |
| Release Date | Jun 17, 2024 | Feb 15, 2025 |
| Performance & Speed | ||
| Throughput | — | — |
| TTFT | — | — |
| Latency | — | — |
| Composite Indices | ||
| Reasoning Score | 42.4 | 31.8 |
| Intelligence | 10.6 | 14.1 |
| Standard Benchmarks | ||
| GPQA | — | 51.1% |
| MMLU Pro | — | 77.3% |
| HLE | — | 3.7% |
| MATH 500 | 74.3% | 79.7% |
| AIME (Original) | — | 10.3% |
| SciCode | — | 33.4% |
| LCR | — | 53.0% |
Key Takeaways
Coder-V2 offers the best value at $0.00/1M, making it ideal for high-volume applications and cost-conscious projects.
Coder-V2 has the strongest reasoning profile with a 42.4 reasoning score, combining the available reasoning-heavy benchmarks.
All models support context windows of ∞+ tokens, suitable for processing lengthy documents and maintaining extended conversations.
When to Choose Each Model
Coder-V2
- Cost-sensitive applications
- High-volume processing
- Complex reasoning tasks
- Research & analysis
GPT-4o (ChatGPT)
- General-purpose AI
- Versatile applications
