Compare/Llama 2 Chat 70B vs GPT-5.4 nano (Non-Reasoning)

Llama 2 Chat 70BvsGPT-5.4 nano (Non-Reasoning)

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

Meta

Llama 2 Chat 70B

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
Llama 2 Chat 70B
Faster (tok/s)
GPT-5.4 nano (Non-Reasoning)
Lower Latency
Llama 2 Chat 70B
Benchmarks (4-6)
GPT-5.4 nano (Non-Reasoning)

Pricing Comparison

MetricLlama 2 Chat 70BGPT-5.4 nano (Non-Reasoning)
Input ($/M tokens)$0$0.2
Output ($/M tokens)$0$1.25
Cost for 1M input + 100K output tokens:
Llama 2 Chat 70B$0.00
GPT-5.4 nano (Non-Reasoning)$0.33

Speed Comparison

Output Speed (tokens/s) — higher is better
Llama 2 Chat 70B
GPT-5.4 nano (Non-Reasoning)
177 tok/s
Time to First Token (seconds) — lower is better
Llama 2 Chat 70B
GPT-5.4 nano (Non-Reasoning)
0.47s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
8.424.4
Coding Index
27.9
Math Index
GPQA Diamond
32.7%55.8%
MMLU-Pro
40.6%
LiveCodeBench
9.8%
AIME 2025
MATH-500
32.3%
Humanity's Last Exam
5.0%4.2%
SciCode
35.2%
IFBench
32.7%
TerminalBench
24.2%
Llama 2 Chat 70B4 wins
6 winsGPT-5.4 nano (Non-Reasoning)

Frequently Asked Questions

Which is cheaper, Llama 2 Chat 70B or GPT-5.4 nano (Non-Reasoning)?

Llama 2 Chat 70B 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?

GPT-5.4 nano (Non-Reasoning) wins 6 out of 12 benchmarks compared to 4 for Llama 2 Chat 70B. 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. Llama 2 Chat 70B also has lower time-to-first-token (0.00s vs 0.47s).

When should I use Llama 2 Chat 70B vs GPT-5.4 nano (Non-Reasoning)?

Choose based on your priorities: Llama 2 Chat 70B for lower cost, GPT-5.4 nano (Non-Reasoning) for stronger benchmark performance, and GPT-5.4 nano (Non-Reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.