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  5. GLM 4.6vsGPT-6 Astra Pro
Updated Sep 2026

GLM 4.6vsGPT-6 Astra Pro

GLM 4.6 is cheaper than GPT-6 Astra Pro at $0.4/M vs $10/M input tokens.

GLM 4.6 and GPT-6 Astra Pro compared across 6 shared prompts
SpecGLM 4.6GPT-6 Astra Pro
Input price$0.4/M tokens$10/M tokens
Output price$1.75/M tokens$50/M tokens
Context window203K tokens1.1M tokens
WeightsOpenClosed
Free API (OpenRouter)NoNo
ReleasedSep 2025Sep 2026
Our Verdict
GPT-6 Astra Pro
GPT-6 Astra Pro
GLM 4.6
GLM 4.6Runner-up

Not enough votes to call it. On the specs, GPT-6 Astra Pro has the edge: newer, bigger context window.

GLM 4.6 costs 29x less per token.

Too close to call
API pricing

Cost per 1M tokens

GLM 4.6
Input
$0.40
25× cheaper
Output
$1.75
29× cheaper
GPT-6 Astra Pro
Input
$10.00
Output
$50.00

GLM 4.6 is cheaper on both: 25× input, 29× output.

Where to run it

7 hosts, cheapest first

GLM 4.65 hosts
HostInOutContextUptime
VVenicefp4$0.43 in·$1.75 out·198k·99.6% upDDeepInfrafp4$0.50 in·$2.00 out·203k·99.8% upNNovitabf16$0.55 in·$2.20 out·205k·98.5% upZ.aifp4$0.60 in·$2.20 out·203k·98.1% upAAtlasCloudfp8degraded$0.60 in·$2.20 out·203k·73.5% up
GPT-6 Astra Pro2 hosts
HostInOutContextUptime
Azure AI Foundry$10.00 in·$50.00 out·1.1M·99.5% upOpenAI$10.00 in·$50.00 out·1.1M·99.8% up

Per million tokens. Prices and uptime via OpenRouter, checked 8 Sep 2026.

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