Cost per task
#39 cheapest of 50$1.2at xhigh
Alibaba · released 2026-09-02
Measured on 199 benchmarks.
33.4
#20 of 67 models · best at xhigh
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.
$1.2at xhigh
61 minat xhigh
46 tok/sat xhigh
3.9sat xhigh
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.
$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.
agentic
Leader: Gemini 4 Carbon · 77.8%
agentic
Leader: Sonnet 5.5 · 1813
reasoning
Leader: GPT-6 Astra · 72.0%
coding
Leader: Opus 5.5 · 46.4%
economics
Leader: Muse Wonder Full · 32.6%
reasoning
Leader: Gemini 4 Carbon · 69.1%
knowledge
Leader: Fable 5.1 · 68.4%
knowledge
Leader: Gemini 4 Carbon · 95.8%
reasoning
Leader: Gemini 4 Carbon · 64.8%
coding
Leader: Kimi K3.1 · 67.2%