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DeepSeek V4 Pro (Non-reasoning) vs GPT-5 (high): The Ultimate Performance & Pricing Comparison

Deep dive into reasoning, benchmarks, and latency insights.

The Final Verdict in the DeepSeek V4 Pro (Non-reasoning) vs GPT-5 (high) Showdown

The current catalog does not contain complete performance evidence for both models, so this page does not declare an overall winner. Use the available fields as comparison signals and validate the models on your own workload.

Model Snapshot

Key decision metrics at a glance.

DeepSeek V4 Pro (Non-reasoning)GPT-5 (high)
6.0
Reasoning
9.0
6.0
Coding
4.0
3.0
Multimodal
3.0
4.0
Long Context
4.0
$0.544
Blended Price / 1M tokens
$3.438
P95 Latency
65.267
Tokens per second

Machine-readable comparison data

ModelMetricValueUnitSource / snapshot
DeepSeek V4 Pro (Non-reasoning)Reasoning6.0benchmark or capability scoreArtificial Analysis · current catalog
GPT-5 (high)Reasoning9.0benchmark or capability scoreArtificial Analysis · current catalog
DeepSeek V4 Pro (Non-reasoning)Coding6.0benchmark or capability scoreArtificial Analysis · current catalog
GPT-5 (high)Coding4.0benchmark or capability scoreArtificial Analysis · current catalog
DeepSeek V4 Pro (Non-reasoning)Multimodal3.0benchmark or capability scoreArtificial Analysis · current catalog
GPT-5 (high)Multimodal3.0benchmark or capability scoreArtificial Analysis · current catalog
DeepSeek V4 Pro (Non-reasoning)Long Context4.0benchmark or capability scoreArtificial Analysis · current catalog
GPT-5 (high)Long Context4.0benchmark or capability scoreArtificial Analysis · current catalog
DeepSeek V4 Pro (Non-reasoning)Blended Price / 1M tokens$0.544USD per 1M tokensArtificial Analysis · current catalog
GPT-5 (high)Blended Price / 1M tokens$3.438USD per 1M tokensArtificial Analysis · current catalog
DeepSeek V4 Pro (Non-reasoning)P95 LatencymillisecondsArtificial Analysis · current catalog
GPT-5 (high)P95 LatencymillisecondsArtificial Analysis · current catalog
DeepSeek V4 Pro (Non-reasoning)Tokens per second65.267tokens per secondArtificial Analysis · current catalog
GPT-5 (high)Tokens per secondtokens per secondArtificial Analysis · current catalog

Data provided by Artificial Analysis; live values use the current catalog.

Overall Capabilities

This radar chart visually maps the core capabilities (reasoning, coding, math proxy, multimodal, long context) of `DeepSeek V4 Pro (Non-reasoning)` vs `GPT-5 (high)`.

IntelligenceCodingMathMultimodalLong Context
DeepSeek V4 Pro (Non-reasoning)GPT-5 (high)

Benchmark Breakdown

This grouped bar chart provides a side-by-side comparison for each benchmark metric.

DeepSeek V4 Pro (Non-reasoning)GPT-5 (high)

Speed & Latency

Lower time to first token is better; higher tokens per second is better.

Time to First Token · DeepSeek V4 Pro (Non-reasoning)
Time to First Token · GPT-5 (high)
Tokens per Second · DeepSeek V4 Pro (Non-reasoning)
65.267
Tokens per Second · GPT-5 (high)
Head to the playground to validate these results yourself

The Economics of DeepSeek V4 Pro (Non-reasoning) vs GPT-5 (high)

Pricing Breakdown

Compare input and output pricing in USD per 1M tokens.

DeepSeek V4 Pro (Non-reasoning)GPT-5 (high)

Real-World Cost Scenario

Per run: 1M input tokens + 250k output tokens

DeepSeek V4 Pro (Non-reasoning)$0.652

GPT-5 (high)$3.75

DeepSeek V4 Pro (Non-reasoning) costs $3.098 less per run

Review the complete pricing and packaging strategy

Your Questions about the DeepSeek V4 Pro (Non-reasoning) vs GPT-5 (high) Comparison

Is `DeepSeek V4 Pro (Non-reasoning)` a direct replacement for `GPT-5 (high)`?

The current DeepSeek V4 Pro (Non-reasoning) vs GPT-5 (high) data does not establish a universal replacement. Compare the available metrics, then validate quality, latency, reliability, and cost on your own workload.

For coding, which is better in the `DeepSeek V4 Pro (Non-reasoning) vs GPT-5 (high)` debate?

The current catalog does not contain comparable coding benchmark values for both models, so this page does not declare a coding winner.

How was this `DeepSeek V4 Pro (Non-reasoning) vs GPT-5 (high)` comparison conducted?

Our DeepSeek V4 Pro (Non-reasoning) vs GPT-5 (high) comparison uses published benchmark, pricing, speed, and latency fields provided by Artificial Analysis. Missing values remain unavailable, and the result should be checked against your workload.