Compare/GPT-4o (March 2025, chatgpt-4o-latest) vs Llama 3.1 Instruct 405B

GPT-4o (March 2025, chatgpt-4o-latest)vsLlama 3.1 Instruct 405B

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

OpenAI

GPT-4o (March 2025, chatgpt-4o-latest)

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

Llama 3.1 Instruct 405B

Input
$2.75/M
Output
$6.5/M
Speed
31 tok/s
TTFT
0.47s

Winner by Category

Cheaper
GPT-4o (March 2025, chatgpt-4o-latest)
Faster (tok/s)
Llama 3.1 Instruct 405B
Lower Latency
GPT-4o (March 2025, chatgpt-4o-latest)
Benchmarks (9-3)
GPT-4o (March 2025, chatgpt-4o-latest)

Pricing Comparison

MetricGPT-4o (March 2025, chatgpt-4o-latest)Llama 3.1 Instruct 405B
Input ($/M tokens)$0$2.75
Output ($/M tokens)$0$6.5
Cost for 1M input + 100K output tokens:
GPT-4o (March 2025, chatgpt-4o-latest)$0.00
Llama 3.1 Instruct 405B$3.40

Speed Comparison

Output Speed (tokens/s) — higher is better
GPT-4o (March 2025, chatgpt-4o-latest)
Llama 3.1 Instruct 405B
31 tok/s
Time to First Token (seconds) — lower is better
GPT-4o (March 2025, chatgpt-4o-latest)
Llama 3.1 Instruct 405B
0.47s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
18.617.4
Coding Index
14.5
Math Index
25.73.0
GPQA Diamond
65.5%51.5%
MMLU-Pro
80.3%73.2%
LiveCodeBench
42.5%30.5%
AIME 2025
25.7%3.0%
MATH-500
89.3%70.3%
Humanity's Last Exam
5.0%4.2%
SciCode
36.6%29.9%
IFBench
39.0%
TerminalBench
6.8%
GPT-4o (March 2025, chatgpt-4o-latest)9 wins
3 winsLlama 3.1 Instruct 405B

Frequently Asked Questions

Which is cheaper, GPT-4o (March 2025, chatgpt-4o-latest) or Llama 3.1 Instruct 405B?

GPT-4o (March 2025, chatgpt-4o-latest) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.00/M tokens vs $3.69/M for Llama 3.1 Instruct 405B.

Which model performs better on benchmarks?

GPT-4o (March 2025, chatgpt-4o-latest) wins 9 out of 12 benchmarks compared to 3 for Llama 3.1 Instruct 405B. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Llama 3.1 Instruct 405B generates tokens faster at 31 tok/s vs 0 tok/s. GPT-4o (March 2025, chatgpt-4o-latest) also has lower time-to-first-token (0.00s vs 0.47s).

When should I use GPT-4o (March 2025, chatgpt-4o-latest) vs Llama 3.1 Instruct 405B?

Choose based on your priorities: GPT-4o (March 2025, chatgpt-4o-latest) for lower cost, GPT-4o (March 2025, chatgpt-4o-latest) for stronger benchmark performance, and Llama 3.1 Instruct 405B for faster generation. For latency-sensitive apps, check the TTFT comparison above.