As added context to ensure no benchmark gaming, here a quite impressive Shitaki Mushroom riding a rowboat: https://imgur.com/Mv4Pi6p https://imgur.com/Mv4Pi6p

As added context to ensure no benchmark gaming, here a quite impressive Shitaki Mushroom riding a rowboat: https://imgur.com/Mv4Pi6p https://imgur.com/Mv4Pi6p Prompt: https://t3.chat/share/ptaadpg5n8 https://t3.chat/share/ptaadpg5n8 Claude 4.5 Haiku (Reasoning High) 178.98 token/sec 1691 tokens Time-to-First: 0.69 sec As a comparison, here Grok 4 Fast, which is one of worst offenders I have encountered in doing very good with a Pelican Bicycle, yet not with other comparable requests: https://imgur.com/tXgAAkb https://imgur.com/tXgAAkb Prompt: https://t3.chat/share/dcm787gcd3 https://t3.chat/share/dcm787gcd3 Grok 4 Fast (Reasoning High) 171.49 token/sec 1291 tokens Time-to-First: 4.5 sec And GPT-5 for good measure: https://imgur.com/fhn76Pb https://imgur.com/fhn76Pb Prompt: https://t3.chat/share/ijf1ujpmur https://t3.chat/share/ijf1ujpmur GPT-5 (Reasoning High) 115.11 tok/sec 4598 tokens Time-to-First: 4.5 sec These are very subjective, naturally, but I personally find Haiku with those spots on the mushroom rather impressive overall. In any case, the delta between publicly known benchmark and modified scenarios evaluating the same basic concepts continues to be smallest with Anthropic models. Heck, sometimes I've seen their models outperform what public benchmarks indicated. Also, seems Time-to-first on Haiku is another notable advantage.