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GLM-4.5vsNVIDIA Nemotron 3 Super 120B-A12B

GLM-4.5 leads 2 of 2 shared benchmarks. NVIDIA Nemotron 3 Super 120B-A12B has the larger context window (1M tokens).

Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.

Shared benchmarks
2 – 0
GLM-4.5 leads
Cheaper per token
list price, input + output
Larger context
NVIDIA Nemotron 3 Super 120B-A12B
1M tokens
Provider uptime (30d)
— · 100%
Z.ai · NVIDIA
text
Context
128K
Max out
98K
Input /1M
$0.6
Output /1M
$2.2
Cached /1M
$0.11
Scores
2 · 2 core
NVIDIA Nemotron 3 Super 120B-A12B
NVIDIA · released 2026-03-11
text
Context
1M
Max out
Input /1M
Output /1M
Cached /1M
Scores
10 · 8 core
Quality

Benchmark matrix

BenchmarkGLM-4.5NVIDIA Nemotron 3 Super 120B-A12BΔEdge
Reported by both · 2
AIME 202593.3% matharena90.21% +3.1 ptGLM-4.5
LMArena Elo1430.2 1377.9 +52.3GLM-4.5
Only GLM-4.5 reports · 0
GLM-4.5 reports nothing NVIDIA Nemotron 3 Super 120B-A12B does not.
Only NVIDIA Nemotron 3 Super 120B-A12B reports · 8
SWE-bench Verifiednot reported60.47%
MMLU-Pronot reported83.73%
Humanity's Last Exam (no tools)not reported18.26%
GPQA (no tools)not reported79.23%
GPQA (with tools)not reported82.7%
Humanity's Last Exam (with tools)not reported22.82%
LiveCodeBenchnot reported81.19%
Terminal-Bench Core 2.0not reported31%
Scores tagged "epoch" or "matharena" are independent runs, used only where the lab has not published its own; ⚠ marks rows MathArena flags as released after the competition. Higher is better on every row. Δ is GLM-4.5 minus NVIDIA Nemotron 3 Super 120B-A12B in the benchmark's own unit. "Not reported" means the lab has not published that figure; it is not a zero. ↗ opens the source.
Specs & pricing

Side by side

SpecGLM-4.5NVIDIA Nemotron 3 Super 120B-A12BEdge
Context window128K tokens1M tokensNVIDIA Nemotron 3 Super 120B-A12B
Max output98K tokens
Input price / 1M$0.6
Output price / 1M$2.2
Cached input / 1M$0.11
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$2.8
ModalitiestexttextTie
Released2026-03-11
Cited benchmark scores210
Reliability

Provider status

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Which one wins on your data?

Public benchmarks are a starting point. Run GLM-4.5 and NVIDIA Nemotron 3 Super 120B-A12B on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.