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Compare / head-to-head

GLM-4.6vsGLM-5

GLM-5 leads 2 of 2 shared benchmarks. GLM-4.6 is 1.5x cheaper per token. Both offer a 200K-token context window.

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

Shared benchmarks
0 – 2
GLM-5 leads
Cheaper per token
GLM-4.6
1.5x cheaper, input + output
Larger context
Tie
both 200K tokens
Provider uptime (30d)
Z.ai
text
Context
200K
Max out
131K
Input /1M
$0.6
Output /1M
$2.2
Cached /1M
$0.11
Scores
2 · 2 core
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
Quality

Benchmark matrix

BenchmarkGLM-4.6GLM-5ΔEdge
Reported by both · 2
AIME 202591.7% matharena96.7% matharena-5 ptGLM-5
LMArena Elo1440.5 1446.3 -5.8GLM-5
Only GLM-4.6 reports · 0
GLM-4.6 reports nothing GLM-5 does not.
Only GLM-5 reports · 6
SWE-bench Verifiednot reported77.8%
GPQA Diamondnot reported87.8% epoch
AIME 2026not reported96.7% matharena
OTIS Mock AIME 2024-2025 (Epoch AI run)not reported80% epoch
SWE-bench Verified (Epoch AI run)not reported72.1% epoch
Terminal-Bench 2.0not reported56.2%
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-4.6 minus GLM-5 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-4.6GLM-5Edge
Context window200K tokens200K tokensTie
Max output131K tokens131K tokensTie
Input price / 1M$0.6 $1 GLM-4.6
Output price / 1M$2.2 $3.2 GLM-4.6
Cached input / 1M$0.11 $0.2 GLM-4.6
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$2.8$4.2GLM-4.6
ModalitiestexttextTie
Released
Cited benchmark scores28
Reliability

Z.ai status

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

Public benchmarks are a starting point. Run GLM-4.6 and GLM-5 on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.