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Zhipu · released 2026-08-26

GLM 5.3 Flash

Measured on 173 benchmarks.

27.7

#31 of 61 models · best at max

Strengths

  • GLM 5.3 Flash
  • Gemini 4 Carbon (#1)
  • Field median
bestField medianFrontierCode 2.0-…Terminal-Bench v4…AA-Briefcase v1.1AutomationBench-AATerminal-Bench-Sc…HLE-DiamondCritPt v2 Hard Su…AA-Omniscience v1…AA-Omniscience v1…GDP.pdf
  1. FrontierCode 2.0-AA15%17.6%#32 of 61
  2. Terminal-Bench v4-AA10%32.8%#22 of 61
  3. AA-Briefcase v1.115%1450#27 of 61
  4. AutomationBench-AA5%60.4%#19 of 61
  5. Terminal-Bench-Science-AA15%4.8%#30 of 61
  6. HLE-Diamond10%18.2%#32 of 61
  7. CritPt v2 Hard Subset10%24.0%#38 of 61
  8. AA-Omniscience v1.1 Accuracy10%28.2%#40 of 61
  9. AA-Omniscience v1.1 Non-hallucination5%61.7%#30 of 61
  10. GDP.pdf5%15.4%#33 of 61

Bars show where GLM 5.3 Flash sits among the 61 ranked models on each benchmark (right is best); the tick is the field median.

Cost and speed

against 61 ranked models

Cost per task

cheapest of 41

freeat max

Time per task

#35 quickest of 40

24 minat max

Output speed

#38 fastest of 52

74 tok/sat max

Time to first token

#15 quickest of 52

1.5sat max

Output tokens per task

#36 fewest of 44

134kat max

Token price

$0.035 per 1M tokens at API prices

97.0% cache read · 2.50% fresh input · 0.00% cache write · 0.50% output

Assumed mix: no measured T3 Code usage for this model.

This ranking’s benchmarks

10 of 10 measured

agentic

AutomationBench-AA

241 results
  1. #38max of 24160.4%

Leader: Gemini 4 Carbon · 77.8%

agentic

AA-Briefcase v1.1

247 results
  1. #52max of 2471450

Leader: Sonnet 5.5 · 1814

reasoning

CritPt v2 Hard Subset

100 results
  1. #68max of 10024.0%

Leader: GPT-6 Astra · 71.5%

coding

FrontierCode 2.0-AA

97 results
  1. #54max of 9717.6%

Leader: Opus 5.5 · 46.4%

economics

GDP.pdf

240 results
  1. #108max of 24015.4%

Leader: Muse Wonder Full · 32.6%

reasoning

HLE-Diamond

142 results
  1. #67max of 14218.2%

Leader: Gemini 4 Carbon · 69.1%

knowledge

AA-Omniscience v1.1 Accuracy

111 results
  1. #82max of 11128.2%

Leader: Fable 5.1 · 68.4%

knowledge

AA-Omniscience v1.1 Non-hallucination

111 results
  1. #38max of 11161.7%

Leader: Gemini 4 Carbon · 95.8%

reasoning

Terminal-Bench-Science-AA

115 results
  1. #69max of 1154.8%

Leader: Gemini 4 Carbon · 64.8%

coding

Terminal-Bench v4-AA

238 results
  1. #49max of 23832.8%

Leader: Kimi K3.1 · 67.2%

All 173 benchmarks

show 163 more