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

Llama 3 Instruct 70BvsGLM-4.5V (Non-reasoning)

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

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Llama 3 Instruct 70B

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

GLM-4.5V (Non-reasoning)

Input
$0.6/M
Output
$1.8/M
Speed
69 tok/s
TTFT
26.97s

Winner by Category

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

Pricing Comparison

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

Speed Comparison

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

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
8.912.7
Coding Index
6.810.8
Math Index
15.3
GPQA Diamond
37.9%57.3%
MMLU-Pro
57.4%75.1%
LiveCodeBench
19.8%35.2%
AIME 2025
15.3%
MATH-500
48.3%
Humanity's Last Exam
4.4%3.6%
SciCode
18.9%18.8%
IFBench
37.1%28.6%
TerminalBench
0.8%6.8%
Llama 3 Instruct 70B4 wins
8 winsGLM-4.5V (Non-reasoning)

Frequently Asked Questions

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

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. Llama 3 Instruct 70B also has lower time-to-first-token (0.48s vs 26.97s).

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

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.