Compare/GLM-4.6V (Reasoning) vs Trinity Large Thinking

GLM-4.6V (Reasoning)vsTrinity Large Thinking

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
29 tok/s
TTFT
1.54s
Arcee AI

Trinity Large Thinking

Input
$0.235/M
Output
$0.875/M
Speed
134 tok/s
TTFT
0.63s

Winner by Category

Cheaper
Trinity Large Thinking
Faster (tok/s)
Trinity Large Thinking
Lower Latency
Trinity Large Thinking
Benchmarks (4-7)
Trinity Large Thinking

Pricing Comparison

MetricGLM-4.6V (Reasoning)Trinity Large Thinking
Input ($/M tokens)$0.3$0.235
Output ($/M tokens)$0.9$0.875
Cost for 1M input + 100K output tokens:
GLM-4.6V (Reasoning)$0.39
Trinity Large Thinking$0.32

Speed Comparison

Output Speed (tokens/s) — higher is better
GLM-4.6V (Reasoning)
29 tok/s
Trinity Large Thinking
134 tok/s
Time to First Token (seconds) — lower is better
GLM-4.6V (Reasoning)
1.54s
Trinity Large Thinking
0.63s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
23.431.9
Coding Index
19.727.2
Math Index
85.3
GPQA Diamond
71.9%75.2%
MMLU-Pro
79.9%
LiveCodeBench
16.0%
AIME 2025
85.3%
MATH-500
Humanity's Last Exam
8.9%14.7%
SciCode
30.4%36.1%
IFBench
30.1%56.3%
TerminalBench
14.4%22.7%
GLM-4.6V (Reasoning)4 wins
7 winsTrinity Large Thinking

Frequently Asked Questions

Which is cheaper, GLM-4.6V (Reasoning) or Trinity Large Thinking?

Trinity Large Thinking is cheaper overall. Its blended price (3:1 input/output ratio) is $0.40/M tokens vs $0.45/M for GLM-4.6V (Reasoning).

Which model performs better on benchmarks?

Trinity Large Thinking wins 7 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?

Trinity Large Thinking generates tokens faster at 134 tok/s vs 29 tok/s. However, Trinity Large Thinking has lower time-to-first-token (0.63s vs 1.54s).

When should I use GLM-4.6V (Reasoning) vs Trinity Large Thinking?

Choose based on your priorities: Trinity Large Thinking for lower cost, Trinity Large Thinking for stronger benchmark performance, and Trinity Large Thinking for faster generation. For latency-sensitive apps, check the TTFT comparison above.