Compare/DeepSeek V3.1 Terminus (Non-reasoning) vs GLM-4.5-Air

DeepSeek V3.1 Terminus (Non-reasoning)vsGLM-4.5-Air

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

DeepSeek

DeepSeek V3.1 Terminus (Non-reasoning)

Input
$0.27/M
Output
$1/M
Speed
TTFT
Z AI

GLM-4.5-Air

Input
$0.17/M
Output
$0.98/M
Speed
76 tok/s
TTFT
1.73s

Winner by Category

Cheaper
GLM-4.5-Air
Faster (tok/s)
GLM-4.5-Air
Lower Latency
DeepSeek V3.1 Terminus (Non-reasoning)
Benchmarks (8-4)
DeepSeek V3.1 Terminus (Non-reasoning)

Pricing Comparison

MetricDeepSeek V3.1 Terminus (Non-reasoning)GLM-4.5-Air
Input ($/M tokens)$0.27$0.17
Output ($/M tokens)$1$0.98
Cost for 1M input + 100K output tokens:
DeepSeek V3.1 Terminus (Non-reasoning)$0.37
GLM-4.5-Air$0.27

Speed Comparison

Output Speed (tokens/s) — higher is better
DeepSeek V3.1 Terminus (Non-reasoning)
GLM-4.5-Air
76 tok/s
Time to First Token (seconds) — lower is better
DeepSeek V3.1 Terminus (Non-reasoning)
GLM-4.5-Air
1.73s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
28.523.2
Coding Index
31.923.8
Math Index
53.780.7
GPQA Diamond
75.1%73.3%
MMLU-Pro
83.6%81.5%
LiveCodeBench
52.9%68.4%
AIME 2025
53.7%80.7%
MATH-500
96.5%
Humanity's Last Exam
8.4%6.8%
SciCode
32.1%30.6%
IFBench
41.2%37.6%
TerminalBench
31.8%20.5%
DeepSeek V3.1 Terminus (Non-reasoning)8 wins
4 winsGLM-4.5-Air

Frequently Asked Questions

Which is cheaper, DeepSeek V3.1 Terminus (Non-reasoning) or GLM-4.5-Air?

GLM-4.5-Air is cheaper overall. Its blended price (3:1 input/output ratio) is $0.37/M tokens vs $0.45/M for DeepSeek V3.1 Terminus (Non-reasoning).

Which model performs better on benchmarks?

DeepSeek V3.1 Terminus (Non-reasoning) wins 8 out of 12 benchmarks compared to 4 for GLM-4.5-Air. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

GLM-4.5-Air generates tokens faster at 76 tok/s vs 0 tok/s. DeepSeek V3.1 Terminus (Non-reasoning) also has lower time-to-first-token (0.00s vs 1.73s).

When should I use DeepSeek V3.1 Terminus (Non-reasoning) vs GLM-4.5-Air?

Choose based on your priorities: GLM-4.5-Air for lower cost, DeepSeek V3.1 Terminus (Non-reasoning) for stronger benchmark performance, and GLM-4.5-Air for faster generation. For latency-sensitive apps, check the TTFT comparison above.