BenchLeader

GLM 5 Turbo vs GPT-6 Astra

Verdict
  • GPT-6 Astra (max) leads on quality: 70.5 vs 58.4.
  • GLM 5 Turbo is stronger in instruction following, long context.
  • GPT-6 Astra (max) is stronger in agents & tools, composite, knowledge, coding, human preference, maths, reasoning.
  • GLM 5 Turbo is 11× cheaper ($1.90 vs $20.00 per 1M blended).
  • GPT-6 Astra (max) streams 3.4× faster (60 vs 18 tokens per second).
MetricGLM 5 TurboGPT-6 Astra (max)
BenchLeader Index58.470.5
Agents & tools score63.168.2
Composite score62.972.9
Instruction following score71.8
Knowledge score56.680.0
Long context score62.4
Coding score77.3
Human preference score67.9
Maths score77.2
Reasoning score72.7
Blended price $/M$1.90$20.00
Output speed18 tok/s60 tok/s
Time to first answer7.9 s321.0 s
Context window200k1.1M
GPQA Diamond95.8%
FrontierMath Tiers 1–393.7%
FrontierMath Tier 497.6%
OTIS Mock AIME100.0%
SimpleQA Verified75.6%
Terminal-Bench58.2%
SciCode56.5%
FrontierCode53.3%
LMArena Text1478
LMArena Hard Prompts1495
LMArena Coding1537
LMArena WebDev1800
LMArena Agent12.4
LiveBench82.2%
LiveBench Reasoning92.7%
LiveBench Coding80.4%
LiveBench Agentic Coding57.3%
LiveBench Mathematics96.8%
LiveBench Data Analysis83.0%
LiveBench Language89.4%
AA Intelligence Index26.6
IFBench73.2%
AA-LCR71.7%
AA-Omniscience-16.4
Terminal-Bench Hard33.3%
GPQA Diamond (AA)84.8%
Humanity's Last Exam (AA)27.8%
τ²-Bench Telecom (AA)98.5%
IOI100.0%
Terminal-Bench 2.1 (Vals)87.3%
Vals Index66.6
ARC-AGI-197.5%
ARC-AGI-295.0%
ARC-AGI-398.6%

Data as of 2026-09-13. Best configuration of each model; every score links to its source on the model pages.

GLM 5 Turbo vs GPT-6 Astra: questions

Is GLM 5 Turbo better than GPT-6 Astra?
GPT-6 Astra (max) leads on quality: 70.5 vs 58.4. The BenchLeader Index combines every independent quality benchmark; GPT-6 Astra (max) is ahead overall as of 2026-09-13, but check the category scores for your use.
Is GLM 5 Turbo better than GPT-6 Astra for agentic tasks?
GPT-6 Astra scores higher in agentic tasks (68 vs 63 on the category index, where 50 is average).
Which is cheaper, GLM 5 Turbo or GPT-6 Astra?
GLM 5 Turbo is cheaper: $1.90 against $20.00 per million tokens, blended at three input tokens per output token.
Which is faster, GLM 5 Turbo or GPT-6 Astra?
GPT-6 Astra streams faster: 60 against 18 output tokens per second.
Which has the larger context window?
GPT-6 Astra accepts more context: 1.1M against 200k tokens.