Compare/GLM-4.5V (Non-reasoning) vs Llama 3 Instruct 70B

GLM-4.5V (Non-reasoning)vsLlama 3 Instruct 70B

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

Z AI

GLM-4.5V (Non-reasoning)

Input
$0.6/M
Output
$1.8/M
Speed
69 tok/s
TTFT
26.97s
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Llama 3 Instruct 70B

Input
$0.58/M
Output
$1.745/M
Speed
40 tok/s
TTFT
0.48s

Winner by Category

Cheaper
Llama 3 Instruct 70B
Faster (tok/s)
GLM-4.5V (Non-reasoning)
Lower Latency
Llama 3 Instruct 70B
Benchmarks (8-4)
GLM-4.5V (Non-reasoning)

Pricing Comparison

MetricGLM-4.5V (Non-reasoning)Llama 3 Instruct 70B
Input ($/M tokens)$0.6$0.58
Output ($/M tokens)$1.8$1.745
Cost for 1M input + 100K output tokens:
GLM-4.5V (Non-reasoning)$0.78
Llama 3 Instruct 70B$0.75

Speed Comparison

Output Speed (tokens/s) — higher is better
GLM-4.5V (Non-reasoning)
69 tok/s
Llama 3 Instruct 70B
40 tok/s
Time to First Token (seconds) — lower is better
GLM-4.5V (Non-reasoning)
26.97s
Llama 3 Instruct 70B
0.48s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
12.78.9
Coding Index
10.86.8
Math Index
15.3
GPQA Diamond
57.3%37.9%
MMLU-Pro
75.1%57.4%
LiveCodeBench
35.2%19.8%
AIME 2025
15.3%
MATH-500
48.3%
Humanity's Last Exam
3.6%4.4%
SciCode
18.8%18.9%
IFBench
28.6%37.1%
TerminalBench
6.8%0.8%
GLM-4.5V (Non-reasoning)8 wins
4 winsLlama 3 Instruct 70B

Frequently Asked Questions

Which is cheaper, GLM-4.5V (Non-reasoning) or Llama 3 Instruct 70B?

Llama 3 Instruct 70B is cheaper overall. Its blended price (3:1 input/output ratio) is $0.87/M tokens vs $0.90/M for GLM-4.5V (Non-reasoning).

Which model performs better on benchmarks?

GLM-4.5V (Non-reasoning) wins 8 out of 12 benchmarks compared to 4 for Llama 3 Instruct 70B. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

GLM-4.5V (Non-reasoning) generates tokens faster at 69 tok/s vs 40 tok/s. However, Llama 3 Instruct 70B has lower time-to-first-token (0.48s vs 26.97s).

When should I use GLM-4.5V (Non-reasoning) vs Llama 3 Instruct 70B?

Choose based on your priorities: Llama 3 Instruct 70B for lower cost, GLM-4.5V (Non-reasoning) for stronger benchmark performance, and GLM-4.5V (Non-reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.