GLM 5 Turbo vs GLM 5.3

Wins 0 of 3 benchmarks
$0.85 / task
Wins 1 of 3 benchmarks
GLM 5 Turbo27.8
GLM 5.336.6
GLM 5 Turbo—
GLM 5.334.8
GLM 5 Turbo—
GLM 5.352

Specs

SpecGLM 5 TurboGLM 5.3
Input, per 1M$1.20!$1.40
Output, per 1M$4!$4.40
Cost per task?—$0.85
Speed, tok/s—92
Context203K1M
WeightsClosedOpen
ReleasedMar 2026Aug 2026
Memory (4-bit)—452 GB
Licence—glm-5.3
Commercial use—Restricted
See images——
Read PDFs——
Hear audio——
Watch video——
Call tools✓✓
Force a tool callPartial—
Return strict JSON✓✓
Search the web??
Run code??
Use a computer??

What breaks when you switch

GLM 5 Turbo → GLM 5.3
Reasoning cannot be disabled›

Disabling reasoning is unsupported; keep reasoning enabled.

tool_choice auto · Z.ai API›

The first-party chat reference exposes only auto for tool_choice.

Complete unmodified reasoning_content›

Preserved thinking defaults on for Coding Plan and off for the standard API; when enabled, return complete unmodified reasoning_content in its original order to protect quality and cache hits.

Only one stop word›

Only one stop word is supported, so do not rely on a list of alternative stop sequences.

GLM 5.3 → GLM 5 Turbo
Context: 1M → 203K