Compare/DeepSeek R1 0528 Qwen3 8B vs GPT-5.4 nano (Non-Reasoning)

DeepSeek R1 0528 Qwen3 8BvsGPT-5.4 nano (Non-Reasoning)

Side-by-side comparison of pricing, 12 benchmarks, and generation speed.

DeepSeek

DeepSeek R1 0528 Qwen3 8B

Input
$0/M
Output
$0/M
Speed
TTFT
OpenAI

GPT-5.4 nano (Non-Reasoning)

Input
$0.2/M
Output
$1.25/M
Speed
177 tok/s
TTFT
0.47s

Winner by Category

Cheaper
DeepSeek R1 0528 Qwen3 8B
Faster (tok/s)
GPT-5.4 nano (Non-Reasoning)
Lower Latency
DeepSeek R1 0528 Qwen3 8B
Benchmarks (7-5)
DeepSeek R1 0528 Qwen3 8B

Pricing Comparison

MetricDeepSeek R1 0528 Qwen3 8BGPT-5.4 nano (Non-Reasoning)
Input ($/M tokens)$0$0.2
Output ($/M tokens)$0$1.25
Cost for 1M input + 100K output tokens:
DeepSeek R1 0528 Qwen3 8B$0.00
GPT-5.4 nano (Non-Reasoning)$0.33

Speed Comparison

Output Speed (tokens/s) — higher is better
DeepSeek R1 0528 Qwen3 8B
GPT-5.4 nano (Non-Reasoning)
177 tok/s
Time to First Token (seconds) — lower is better
DeepSeek R1 0528 Qwen3 8B
GPT-5.4 nano (Non-Reasoning)
0.47s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
16.424.4
Coding Index
7.827.9
Math Index
63.7
GPQA Diamond
61.2%55.8%
MMLU-Pro
73.9%
LiveCodeBench
51.3%
AIME 2025
63.7%
MATH-500
93.2%
Humanity's Last Exam
5.6%4.2%
SciCode
20.4%35.2%
IFBench
19.9%32.7%
TerminalBench
1.5%24.2%
DeepSeek R1 0528 Qwen3 8B7 wins
5 winsGPT-5.4 nano (Non-Reasoning)

Frequently Asked Questions

Which is cheaper, DeepSeek R1 0528 Qwen3 8B or GPT-5.4 nano (Non-Reasoning)?

DeepSeek R1 0528 Qwen3 8B is cheaper overall. Its blended price (3:1 input/output ratio) is $0.00/M tokens vs $0.46/M for GPT-5.4 nano (Non-Reasoning).

Which model performs better on benchmarks?

DeepSeek R1 0528 Qwen3 8B wins 7 out of 12 benchmarks compared to 5 for GPT-5.4 nano (Non-Reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

GPT-5.4 nano (Non-Reasoning) generates tokens faster at 177 tok/s vs 0 tok/s. DeepSeek R1 0528 Qwen3 8B also has lower time-to-first-token (0.00s vs 0.47s).

When should I use DeepSeek R1 0528 Qwen3 8B vs GPT-5.4 nano (Non-Reasoning)?

Choose based on your priorities: DeepSeek R1 0528 Qwen3 8B for lower cost, DeepSeek R1 0528 Qwen3 8B for stronger benchmark performance, and GPT-5.4 nano (Non-Reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.