>There are numerous benchmarks that measure cost per task, which factors out tokens entirely. Gemini 3.8 flash is significantly lower than Sol on basically all

>There are numerous benchmarks that measure cost per task, which factors out tokens entirely. Gemini 3.8 flash is significantly lower than Sol on basically all of them https://artificialanalysis.ai/#cost-tabs https://artificialanalysis.ai/#cost-tabs Not sure if you read your own link but Sol 56 high ranks smack between Gemini 3.8 flash medium and high. Gemini 3.8 flash comes in as more expensive per task than Sol 56 high according to artificial analysis. Luna high is literally 30X cheaper than Gemini 3.8 flash high. You can limit the model viewer and they're getting better at testing multiple effort levels now: https://artificialanalysis.ai/?models=gpt-5-6-sol-medium%2Cgemini-3-8-flash-medium%2Cgemini-3-8-flash%2Cgpt-5-6-sol-high%2Cgpt-5-6-luna-high%2Cgpt-5-6-sol-xhigh#cost-tabs https://artificialanalysis.ai/?models=gpt-5-6-sol-medium%2Cg... One reason is clear: Sol uses dramatically fewer output tokens than Gemini 38 flash https://artificialanalysis.ai/?models=gemini-3-8-flash%2Cgemini-3-8-flash-medium%2Cgpt-5-6-sol-high%2Cgpt-5-6-sol-medium%2Cgpt-5-6-luna-high&cost=intelligence-vs-cost-per-task#output-tokens-tabs https://artificialanalysis.ai/?models=gemini-3-8-flash%2Cgem...