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Alibaba · released 2026-09-02

Qwen 3.8 Max

Measured on 199 benchmarks.

33.4

#20 of 67 models · best at xhigh

Strengths

  • Qwen 3.8 Max
  • 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%23.4%#24 of 67
  2. Terminal-Bench v4-AA10%38.9%#16 of 67
  3. AA-Briefcase v1.115%1606#11 of 67
  4. AutomationBench-AA5%56.2%#34 of 67
  5. Terminal-Bench-Science-AA15%11.9%#20 of 67
  6. HLE-Diamond10%24.0%#27 of 67
  7. CritPt v2 Hard Subset10%29.5%#34 of 67
  8. AA-Omniscience v1.1 Accuracy10%29.5%#43 of 67
  9. AA-Omniscience v1.1 Non-hallucination5%72.9%#15 of 67
  10. GDP.pdf5%22.8%#18 of 67

Bars show where Qwen 3.8 Max 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

#39 cheapest of 50

$1.2at xhigh

Time per task

#48 quickest of 49

61 minat xhigh

Output speed

#52 fastest of 59

46 tok/sat xhigh

Time to first token

#26 quickest of 59

3.9sat xhigh

Output tokens per task

#49 fewest of 53

171kat xhigh

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

$0.335 per 1M tokens at API prices$0.040 on Droid Max

97.0% cache read · 0.00% fresh input · 2.50% 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. #67xhigh of 24556.2%
  2. #97max of 24549.2%

Leader: Gemini 4 Carbon · 77.8%

agentic

AA-Briefcase v1.1

250 results
  1. #19xhigh of 2501606
  2. #69max of 2501382

Leader: Sonnet 5.5 · 1813

reasoning

CritPt v2 Hard Subset

116 results
  1. #67xhigh of 11629.5%

Leader: GPT-6 Astra · 72.0%

coding

FrontierCode 2.0-AA

113 results
  1. #47xhigh of 11323.4%

Leader: Opus 5.5 · 46.4%

economics

GDP.pdf

243 results
  1. #56xhigh of 24322.8%
  2. #76max of 24320.2%

Leader: Muse Wonder Full · 32.6%

reasoning

HLE-Diamond

152 results
  1. #56xhigh of 15224.0%

Leader: Gemini 4 Carbon · 69.1%

knowledge

AA-Omniscience v1.1 Accuracy

122 results
  1. #89xhigh of 12229.5%

Leader: Fable 5.1 · 68.4%

knowledge

AA-Omniscience v1.1 Non-hallucination

122 results
  1. #23xhigh of 12272.9%

Leader: Gemini 4 Carbon · 95.8%

reasoning

Terminal-Bench-Science-AA

126 results
  1. #47xhigh of 12611.9%

Leader: Gemini 4 Carbon · 64.8%

coding

Terminal-Bench v4-AA

241 results
  1. #39xhigh of 24138.9%
  2. #80max of 24118.7%

Leader: Kimi K3.1 · 67.2%

All 199 benchmarks

show 189 more