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Compare / head-to-head

GLM-4.5-XvsGPT-4o

GLM-4.5-X and GPT-4o do not yet share a public benchmark, so quality cannot be compared apples-to-apples. GLM-4.5-X is 1.1x cheaper per token. Both offer a 128K-token context window.

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

Shared benchmarks
0
no overlap yet
Cheaper per token
GLM-4.5-X
1.1x cheaper, input + output
Larger context
Tie
both 128K tokens
Provider uptime (30d)
— · 95.2522%
Z.ai · OpenAI
text
Context
128K
Max out
98K
Input /1M
$2.2
Output /1M
$8.9
Cached /1M
$0.45
Scores
0 · 0 core
GPT-4o
OpenAI · released 2024-05-13
textvision
Context
128K
Max out
16K
Input /1M
$2.5
Output /1M
$10
Cached /1M
$1.25
Scores
9 · 8 core
Quality

Benchmark matrix

BenchmarkGLM-4.5-XGPT-4oΔEdge
Reported by both · 0
No public benchmark is reported for both models yet.
Only GLM-4.5-X reports · 0
GLM-4.5-X reports nothing GPT-4o does not.
Only GPT-4o reports · 8
GPQA Diamondnot reported46%
MMLUnot reported85.7%
AIME 2025not reported11.7% matharena
AIME 2024not reported13.1%
FrontierMath Tiers 1-3 v2 (Epoch AI run)not reported0.4% epoch
OTIS Mock AIME 2024-2025 (Epoch AI run)not reported6.4% epoch
SimpleQA Verifiednot reported26% epoch
SWE-bench Verified (Epoch AI run)not reported31% 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-4.5-X minus GPT-4o 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-4.5-XGPT-4oEdge
Context window128K tokens128K tokensTie
Max output98K tokens16K tokensGLM-4.5-X
Input price / 1M$2.2 $2.5 GLM-4.5-X
Output price / 1M$8.9 $10 GLM-4.5-X
Cached input / 1M$0.45 $1.25 GLM-4.5-X
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$11.1$12.5GLM-4.5-X
Modalitiestexttext · visionGPT-4o
Released2024-05-13
Cited benchmark scores09
Reliability

Provider status

All providers
More matchups

GPT-4o vs …

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Which one wins on your data?

Public benchmarks are a starting point. Run GLM-4.5-X and GPT-4o on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.