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GLM-5vsGPT-5.4 Pro

GPT-5.4 Pro leads 1 of 1 shared benchmark. GLM-5 is 50x cheaper per token. GPT-5.4 Pro has the larger context window (1.1M tokens).

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

Shared benchmarks
0 – 1
GPT-5.4 Pro leads
Cheaper per token
GLM-5
50x cheaper, input + output
Larger context
GPT-5.4 Pro
1.1M tokens
Provider uptime (30d)
— · 94.5392%
Z.ai · OpenAI
GLM-5
Z.ai
text
Context
200K
Max out
131K
Input /1M
$1
Output /1M
$3.2
Cached /1M
$0.2
Scores
8 · 7 core
GPT-5.4 Pro
OpenAI · released 2026-03-05
textvision
Context
1.1M
Max out
128K
Input /1M
$30
Output /1M
$180
Cached /1M
Scores
13 · 8 core
Quality

Benchmark matrix

BenchmarkGLM-5GPT-5.4 ProΔEdge
Reported by both · 1
GPQA Diamond87.8% epoch94.4% -6.6 ptGPT-5.4 Pro
Only GLM-5 reports · 7
SWE-bench Verified77.8% not reported
AIME 202596.7% matharenanot reported
AIME 202696.7% matharenanot reported
LMArena Elo1446.3 not reported
OTIS Mock AIME 2024-2025 (Epoch AI run)80% epochnot reported
SWE-bench Verified (Epoch AI run)72.1% epochnot reported
Terminal-Bench 2.056.2% not reported
Only GPT-5.4 Pro reports · 11
Humanity's Last Exam (no tools)not reported42.7%
ARC-AGI-1 (Verified)not reported94.5%
ARC-AGI-2 (Verified)not reported83.3%
BrowseCompnot reported89.3%
FrontierMath Tier 1-3not reported50%
FrontierMath Tier 4not reported38%
FrontierMath Tier 4 v2 (Epoch AI run)not reported58.5% epoch
FrontierMath Tiers 1-3 v2 (Epoch AI run)not reported82.5% epoch
GDPval (wins or ties)not reported82%
Humanity's Last Exam (with tools)not reported58.7%
SimpleQA Verifiednot reported46.3% epoch
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-5 minus GPT-5.4 Pro 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-5GPT-5.4 ProEdge
Context window200K tokens1.1M tokensGPT-5.4 Pro
Max output131K tokens128K tokensGLM-5
Input price / 1M$1 $30 GLM-5
Output price / 1M$3.2 $180 GLM-5
Cached input / 1M$0.2
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$4.2$210GLM-5
Modalitiestexttext · visionGPT-5.4 Pro
Released2026-03-05
Cited benchmark scores813
Reliability

Provider status

All providers
More matchups

GPT-5.4 Pro vs …

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