ModelsCompareBest forBenchmarksStatusPricingAPI
Compare / head-to-head

GLM-4.5vso3-pro

GLM-4.5 and o3-pro do not yet share a public benchmark, so quality cannot be compared apples-to-apples. GLM-4.5 is 35.7x cheaper per token. o3-pro has the larger context window (200K tokens).

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
35.7x cheaper, input + output
Larger context
o3-pro
200K tokens
Provider uptime (30d)
— · 94.2446%
Z.ai · OpenAI
text
Context
128K
Max out
98K
Input /1M
$0.6
Output /1M
$2.2
Cached /1M
$0.11
Scores
2 · 2 core
o3-pro
OpenAI · released 2025-06-10
textvision
Context
200K
Max out
100K
Input /1M
$20
Output /1M
$80
Cached /1M
Scores
0 · 0 core
Quality

Benchmark matrix

BenchmarkGLM-4.5o3-proΔEdge
Reported by both · 0
No public benchmark is reported for both models yet.
Only GLM-4.5 reports · 2
AIME 202593.3% matharenanot reported
LMArena Elo1430.2 not reported
Only o3-pro reports · 0
o3-pro reports nothing GLM-4.5 does not.
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 o3-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-4.5o3-proEdge
Context window128K tokens200K tokenso3-pro
Max output98K tokens100K tokenso3-pro
Input price / 1M$0.6 $20 GLM-4.5
Output price / 1M$2.2 $80 GLM-4.5
Cached input / 1M$0.11
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$2.8$100GLM-4.5
Modalitiestexttext · visiono3-pro
Released2025-06-10
Cited benchmark scores20
Reliability

Provider status

All providers
Built by Respan
Which one wins on your data?

Public benchmarks are a starting point. Run GLM-4.5 and o3-pro on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.