GPT-5 vs DeepSeek V4 Pro for debugging: which is better in 2026?
A head-to-head look at GPT-5 and DeepSeek V4 Pro for debugging. Benchmarks via artificialanalysis.ai, pricing as of May 2026. Compare AI models like these inside Admix.
Quick verdict
For debugging in May 2026, GPT-5 edges out DeepSeek V4 Pro on the codingIndex metric. Top reasoning and math scores.
Side-by-side specs
| Spec | GPT-5 | DeepSeek |
|---|---|---|
| Intelligence index | 78.4 | 72.8 |
| Coding index | 76.1 | 74.5 |
| Context window | 400K tokens | 256K tokens |
| Speed (tok/s) | 142 | 120 |
| Input $/M | $5.00 | $0.27 |
| Output $/M | $20.00 | $1.10 |
| Released | Aug 7, 2025 | Mar 4, 2026 |
How they handle debugging
GPT-5: Top reasoning and math scores. The main caveat is more expensive than mid-tier models.
DeepSeek V4 Pro: Cheapest frontier-class pricing. The main caveat is weaker english creative writing.
Cost per 1,000 queries
Assuming 1,500 input and 800 output tokens per query:
- GPT-5: $23.50 per 1,000 queries
- DeepSeek V4 Pro: $1.29 per 1,000 queries
Verdict by sub-task
- Best raw quality on debugging:
- Best price: DeepSeek V4 Pro
- Longest context: GPT-5
- Fastest: GPT-5
FAQ
Is GPT-5 better than DeepSeek V4 Pro for debugging?
On May 2026 benchmarks (artificialanalysis.ai), GPT-5 ranks higher than DeepSeek V4 Pro for debugging on the codingIndex metric. The gap is small enough that the choice often comes down to price, context length, and tone.
Which is cheaper, GPT-5 or DeepSeek V4 Pro?
GPT-5 costs $5.00 input and $20.00 output per million tokens. DeepSeek V4 Pro costs $0.27 input and $1.10 output per million tokens.
Can I use both GPT-5 and DeepSeek in one app?
Yes. Admix is a multi model AI chat aggregator that lets you run GPT-5 and DeepSeek V4 Pro side by side under one subscription.
Sources
Benchmarks from artificialanalysis.ai (May 2026).
Related
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