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Zhipu · released 2026-08-26

GLM 5.3 Flash

Measured on 175 benchmarks.

27.7

#34 of 67 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%#35 of 67
  2. Terminal-Bench v4-AA10%32.8%#24 of 67
  3. AA-Briefcase v1.115%1451#29 of 67
  4. AutomationBench-AA5%60.4%#21 of 67
  5. Terminal-Bench-Science-AA15%4.8%#33 of 67
  6. HLE-Diamond10%18.2%#36 of 67
  7. CritPt v2 Hard Subset10%24.5%#43 of 67
  8. AA-Omniscience v1.1 Accuracy10%28.2%#44 of 67
  9. AA-Omniscience v1.1 Non-hallucination5%61.7%#32 of 67
  10. GDP.pdf5%15.4%#36 of 67

Bars show where GLM 5.3 Flash sits among the 67 ranked models on each benchmark (right is best); the tick is the field median.

Cost and speed

against 67 ranked models

Cost per task

cheapest of 50

freeat max

Time per task

#45 quickest of 49

40 minat max

Output speed

#49 fastest of 59

56 tok/sat max

Time to first token

#24 quickest of 59

3.5sat max

Output tokens per task

#44 fewest of 53

134kat max

Time per task: Artificial Analysis · computed, not timed: output tokens per Intelligence Index task divided by output speed, without tool time. Method changed Nov 4, 2026.

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

245 results
  1. #40max of 24560.4%

Leader: Gemini 4 Carbon · 77.8%

agentic

AA-Briefcase v1.1

250 results
  1. #54max of 2501451

Leader: Sonnet 5.5 · 1813

reasoning

CritPt v2 Hard Subset

116 results
  1. #77max of 11624.5%

Leader: GPT-6 Astra · 72.0%

coding

FrontierCode 2.0-AA

113 results
  1. #62max of 11317.6%

Leader: Opus 5.5 · 46.4%

economics

GDP.pdf

243 results
  1. #111max of 24315.4%

Leader: Muse Wonder Full · 32.6%

reasoning

HLE-Diamond

152 results
  1. #73max of 15218.2%

Leader: Gemini 4 Carbon · 69.1%

knowledge

AA-Omniscience v1.1 Accuracy

122 results
  1. #90max of 12228.2%

Leader: Fable 5.1 · 68.4%

knowledge

AA-Omniscience v1.1 Non-hallucination

122 results
  1. #42max of 12261.7%

Leader: Gemini 4 Carbon · 95.8%

reasoning

Terminal-Bench-Science-AA

126 results
  1. #72max of 1264.8%

Leader: Gemini 4 Carbon · 64.8%

coding

Terminal-Bench v4-AA

241 results
  1. #51max of 24132.8%

Leader: Kimi K3.1 · 67.2%

All 175 benchmarks

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