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

GLM-4.6V (Non-reasoning)vsTrinity Large Thinking

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
28 tok/s
TTFT
12.18s
Arcee AI

Trinity Large Thinking

Input
$0.235/M
Output
$0.875/M
Speed
131 tok/s
TTFT
0.59s

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 (Non-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 (Non-reasoning)$0.39
Trinity Large Thinking$0.32

Speed Comparison

Output Speed (tokens/s) — higher is better
GLM-4.6V (Non-reasoning)
28 tok/s
Trinity Large Thinking
131 tok/s
Time to First Token (seconds) — lower is better
GLM-4.6V (Non-reasoning)
12.18s
Trinity Large Thinking
0.59s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
17.131.9
Coding Index
11.127.2
Math Index
26.3
GPQA Diamond
56.6%75.2%
MMLU-Pro
75.2%
LiveCodeBench
41.1%
AIME 2025
26.3%
MATH-500
Humanity's Last Exam
3.7%14.7%
SciCode
27.2%36.1%
IFBench
27.9%56.3%
TerminalBench
3.0%22.7%
GLM-4.6V (Non-reasoning)4 wins
7 winsTrinity Large Thinking

Frequently Asked Questions

Which is cheaper, GLM-4.6V (Non-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 (Non-reasoning).

Which model performs better on benchmarks?

Trinity Large Thinking wins 7 out of 12 benchmarks compared to 4 for GLM-4.6V (Non-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 131 tok/s vs 28 tok/s. However, Trinity Large Thinking has lower time-to-first-token (0.59s vs 12.18s).

When should I use GLM-4.6V (Non-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.