Compare/GLM-4.6V (Reasoning) vs DeepSeek V4 Pro (Reasoning, High Effort)

GLM-4.6V (Reasoning)vsDeepSeek V4 Pro (Reasoning, High Effort)

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

Z AI

GLM-4.6V (Reasoning)

Input
$0.3/M
Output
$0.9/M
Speed
45 tok/s
TTFT
1.17s
DeepSeek

DeepSeek V4 Pro (Reasoning, High Effort)

Input
$0.435/M
Output
$0.87/M
Speed
64 tok/s
TTFT
1.13s

Winner by Category

Cheaper
GLM-4.6V (Reasoning)
Faster (tok/s)
DeepSeek V4 Pro (Reasoning, High Effort)
Lower Latency
DeepSeek V4 Pro (Reasoning, High Effort)
Benchmarks (4-6)
DeepSeek V4 Pro (Reasoning, High Effort)

Pricing Comparison

MetricGLM-4.6V (Reasoning)DeepSeek V4 Pro (Reasoning, High Effort)
Input ($/M tokens)$0.3$0.435
Output ($/M tokens)$0.9$0.87
Cost for 1M input + 100K output tokens:
GLM-4.6V (Reasoning)$0.39
DeepSeek V4 Pro (Reasoning, High Effort)$0.52

Speed Comparison

Output Speed (tokens/s) — higher is better
GLM-4.6V (Reasoning)
45 tok/s
DeepSeek V4 Pro (Reasoning, High Effort)
64 tok/s
Time to First Token (seconds) — lower is better
GLM-4.6V (Reasoning)
1.17s
DeepSeek V4 Pro (Reasoning, High Effort)
1.13s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
16.840.8
Coding Index
Math Index
85.3
GPQA Diamond
71.9%90.5%
MMLU-Pro
79.9%
LiveCodeBench
16.0%
AIME 2025
85.3%
MATH-500
Humanity's Last Exam
8.9%33.5%
SciCode
30.4%46.4%
IFBench
30.1%71.3%
TerminalBench
14.4%41.7%
GLM-4.6V (Reasoning)4 wins
6 winsDeepSeek V4 Pro (Reasoning, High Effort)

Frequently Asked Questions

Which is cheaper, GLM-4.6V (Reasoning) or DeepSeek V4 Pro (Reasoning, High Effort)?

GLM-4.6V (Reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.45/M tokens vs $0.54/M for DeepSeek V4 Pro (Reasoning, High Effort).

Which model performs better on benchmarks?

DeepSeek V4 Pro (Reasoning, High Effort) wins 6 out of 12 benchmarks compared to 4 for GLM-4.6V (Reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

DeepSeek V4 Pro (Reasoning, High Effort) generates tokens faster at 64 tok/s vs 45 tok/s. However, DeepSeek V4 Pro (Reasoning, High Effort) has lower time-to-first-token (1.13s vs 1.17s).

When should I use GLM-4.6V (Reasoning) vs DeepSeek V4 Pro (Reasoning, High Effort)?

Choose based on your priorities: GLM-4.6V (Reasoning) for lower cost, DeepSeek V4 Pro (Reasoning, High Effort) for stronger benchmark performance, and DeepSeek V4 Pro (Reasoning, High Effort) for faster generation. For latency-sensitive apps, check the TTFT comparison above.