CtrlAltDebrief

GLM 5.2 vs Grok 4.3

API pricing, context window and capabilities for GLM 5.2 and Grok 4.3, side by side. Prices are the cheapest serving route per 1M tokens, verified against LiteLLM and OpenRouter.

Verdict

computed from the published numbers

GLM 5.2 wins on coding and on intelligence. Grok 4.3 wins on price and on context window.

Price
Grok 4.3
Coding
GLM 5.2
Intelligence
GLM 5.2
Context window
Grok 4.3

Key takeaways

who wins on what, from the published numbers

GLM 5.2 wins

No clear edge on the tracked metrics.

Grok 4.3 wins

  • Cheaper input ($1.40 vs $1.25 /1M)
  • Cheaper output ($4.40 vs $2.50 /1M)
  • Larger context window (262K vs 1M)
  • Higher max output (262K vs 1M)
  • Supports vision
  • Supports prompt caching
  • Supports structured output
  • Has web search
Cheaper overall
Grok 4.3
$1.25 + $2.50 /1M
Larger context
Grok 4.3
1M
More providers
Tied

Pricing & specs

cheapest serving route · per 1M tokens
GLM 5.2Grok 4.3
Input $/1M$1.40 $1.25 best
Output $/1M$4.40 $2.50 best
Context window262K 1M best
Max output262K 1M best
Serving providers1 1
Released2026-06-13 2026-04-18

Benchmarks

Artificial Analysis indices, side by side
GLM 5.2Grok 4.3
Intelligence51.1 best37.6
Coding68.8 best42.3
GPQA Diamond89% 90% best
Output speed200 t/s best113 t/s
Latency (TTFT)6.32s best17.26s

Cost calculator

choose a serving route for each side
Input tokens / month
Output tokens / month
GLM 5.2
via Cloudflare
$11
Grok 4.3
via xAI
$8.75

Capabilities

feature support, side by side
FeatureGLM 5.2Grok 4.3
Vision—✓
Tool use✓✓
Reasoning✓✓
Audio——
Prompt caching—✓
Structured output—✓
Web search—✓

Related comparisons

Frequently asked questions

Which is cheaper, GLM 5.2 or Grok 4.3?
Grok 4.3 is cheaper for input ($1.40 vs $1.25 per 1M tokens). Grok 4.3 is cheaper for output ($4.40 vs $2.50 per 1M tokens).
What is the context window difference between GLM 5.2 and Grok 4.3?
GLM 5.2 has a 262K-token context window and Grok 4.3 has 1M tokens, so Grok 4.3 can take a larger prompt.
How do GLM 5.2 and Grok 4.3 compare on benchmarks?
On the tracked Artificial Analysis indices, GLM 5.2 leads on coding, and GLM 5.2 leads on intelligence.
Pricing verified against LiteLLM + OpenRouter + provider pages · refreshed daily

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