GLM 5.3 vs GPT-5.6 Sol

API pricing, context window and capabilities for GLM 5.3 and GPT-5.6 Sol, side by side. Prices are the cheapest listed serving route per 1M tokens, from LiteLLM and OpenRouter.

Verdict

computed from the published numbers

GLM 5.3 wins on price. GPT-5.6 Sol wins on Terminal-Bench, on intelligence and on context window.

Price
GLM 5.3
Terminal-Bench
GPT-5.6 Sol
Intelligence
GPT-5.6 Sol
Context window
GPT-5.6 Sol

Key takeaways

who wins on what, from the published numbers

GLM 5.3 wins

  • Cheaper input ($0.079 vs $2.00 /1M)
  • Cheaper output ($3.08 vs $10.00 /1M)
  • Higher max output (1M vs 128K)
  • More serving providers (16 vs 6)

GPT-5.6 Sol wins

  • Larger context window (1M vs 1.1M)
  • Has web search
Cheaper overall
GLM 5.3
$0.079 + $3.08 /1M
Larger context
GPT-5.6 Sol
1.1M
More providers
GLM 5.3
16 providers

Pricing & specs

cheapest listed route · per 1M tokens
On-demand listed rates, OpenRouter routed quotes and Vercel reseller quotes. Enterprise commitments can be materially lower. An OpenRouter routed quote is the price of whichever upstream provider OpenRouter prefers today, so it moves day to day.
GLM 5.3GPT-5.6 Sol
Input $/1M$0.079OpenRouter routed quote best$2.00OpenRouter routed quote
Output $/1M$3.08via Sail best$10.00OpenRouter routed quote
Context window1M 1.1M best
Max output1M best128K
Serving providers16 best6
DateReleased Aug 14, 2026 Released Jul 9, 2026

Benchmarks

Benchmark scores, side by side
GLM 5.3GPT-5.6 Sol
Intelligence44.8 47.0 best
Terminal-Bench84% 90% best
GPQA Diamond92% 94% best
Output speed62 t/s 94 t/s best
Latency (TTFT)3.50s best138.40s

Cost calculator

choose a serving route for each side
Input tokens / month
Output tokens / month
GLM 5.3
via OpenRouter
$5.20
GPT-5.6 Sol
via OpenRouter
$20

Capabilities

feature support, side by side
FeatureGLM 5.3GPT-5.6 Sol
Vision✓✓
Tool use✓✓
Reasoning✓✓
Audio——
Prompt caching✓✓
Structured output✓✓
Web search—✓

Related comparisons

Frequently asked questions

Which is cheaper, GLM 5.3 or GPT-5.6 Sol?
GLM 5.3 is cheaper for input ($0.079 vs $2.00 per 1M tokens) as an OpenRouter routed quote. GLM 5.3 is cheaper for output ($3.08 vs $10.00 per 1M tokens) from Sail.
What is the context window difference between GLM 5.3 and GPT-5.6 Sol?
GLM 5.3 has a 1M-token context window and GPT-5.6 Sol has 1.1M tokens, so GPT-5.6 Sol can take a larger prompt.
How do GLM 5.3 and GPT-5.6 Sol compare on benchmarks?
On the tracked benchmarks, GPT-5.6 Sol leads on Terminal-Bench, and GPT-5.6 Sol leads on intelligence.
Listed prices from LiteLLM, OpenRouter and Vercel · last checked Oct 14, 2026

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