Compare/GLM-4.6V (Non-reasoning) vs Llama 4 Maverick

GLM-4.6V (Non-reasoning)vsLlama 4 Maverick

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

Z AI

GLM-4.6V (Non-reasoning)

Input
$0.3/M
Output
$0.9/M
Speed
23 tok/s
TTFT
5.88s
Meta

Llama 4 Maverick

Input
$0.31/M
Output
$0.91/M
Speed
127 tok/s
TTFT
0.48s

Winner by Category

Cheaper
GLM-4.6V (Non-reasoning)
Faster (tok/s)
Llama 4 Maverick
Lower Latency
Llama 4 Maverick
Benchmarks (3-9)
Llama 4 Maverick

Pricing Comparison

MetricGLM-4.6V (Non-reasoning)Llama 4 Maverick
Input ($/M tokens)$0.3$0.31
Output ($/M tokens)$0.9$0.91
Cost for 1M input + 100K output tokens:
GLM-4.6V (Non-reasoning)$0.39
Llama 4 Maverick$0.40

Speed Comparison

Output Speed (tokens/s) — higher is better
GLM-4.6V (Non-reasoning)
23 tok/s
Llama 4 Maverick
127 tok/s
Time to First Token (seconds) — lower is better
GLM-4.6V (Non-reasoning)
5.88s
Llama 4 Maverick
0.48s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
17.118.4
Coding Index
11.115.6
Math Index
26.319.3
GPQA Diamond
56.6%67.1%
MMLU-Pro
75.2%80.9%
LiveCodeBench
41.1%39.7%
AIME 2025
26.3%19.3%
MATH-500
88.9%
Humanity's Last Exam
3.7%4.8%
SciCode
27.2%33.1%
IFBench
27.9%43.0%
TerminalBench
3.0%6.8%
GLM-4.6V (Non-reasoning)3 wins
9 winsLlama 4 Maverick

Frequently Asked Questions

Which is cheaper, GLM-4.6V (Non-reasoning) or Llama 4 Maverick?

GLM-4.6V (Non-reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.45/M tokens vs $0.49/M for Llama 4 Maverick.

Which model performs better on benchmarks?

Llama 4 Maverick wins 9 out of 12 benchmarks compared to 3 for GLM-4.6V (Non-reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Llama 4 Maverick generates tokens faster at 127 tok/s vs 23 tok/s. However, Llama 4 Maverick has lower time-to-first-token (0.48s vs 5.88s).

When should I use GLM-4.6V (Non-reasoning) vs Llama 4 Maverick?

Choose based on your priorities: GLM-4.6V (Non-reasoning) for lower cost, Llama 4 Maverick for stronger benchmark performance, and Llama 4 Maverick for faster generation. For latency-sensitive apps, check the TTFT comparison above.