ModelsCompareBest forBenchmarksStatusPricingAPI
Compare / head-to-head

GLM-4.5-AirvsGLM-4.6

GLM-4.6 leads 2 of 2 shared benchmarks. GLM-4.5-Air is 2.2x cheaper per token. GLM-4.6 has the larger context window (200K tokens).

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

Shared benchmarks
0 – 2
GLM-4.6 leads
Cheaper per token
GLM-4.5-Air
2.2x cheaper, input + output
Larger context
GLM-4.6
200K tokens
Provider uptime (30d)
Z.ai
text
Context
128K
Max out
98K
Input /1M
$0.2
Output /1M
$1.1
Cached /1M
$0.03
Scores
2 · 2 core
text
Context
200K
Max out
131K
Input /1M
$0.6
Output /1M
$2.2
Cached /1M
$0.11
Scores
2 · 2 core
Quality

Benchmark matrix

BenchmarkGLM-4.5-AirGLM-4.6ΔEdge
Reported by both · 2
AIME 202583.3% matharena91.7% matharena-8.4 ptGLM-4.6
LMArena Elo1383.6 1440.5 -56.9GLM-4.6
Only GLM-4.5-Air reports · 0
GLM-4.5-Air reports nothing GLM-4.6 does not.
Only GLM-4.6 reports · 0
GLM-4.6 reports nothing GLM-4.5-Air 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-Air minus GLM-4.6 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-AirGLM-4.6Edge
Context window128K tokens200K tokensGLM-4.6
Max output98K tokens131K tokensGLM-4.6
Input price / 1M$0.2 $0.6 GLM-4.5-Air
Output price / 1M$1.1 $2.2 GLM-4.5-Air
Cached input / 1M$0.03 $0.11 GLM-4.5-Air
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$1.3$2.8GLM-4.5-Air
ModalitiestexttextTie
Released
Cited benchmark scores22
Reliability

Z.ai status

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

Public benchmarks are a starting point. Run GLM-4.5-Air and GLM-4.6 on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.