There is not enough public evidence to say Claude Opus 4.7 or GPT 5.5 Spud is more reliable for medical, legal or investment research.
OpenAI’s public materials reviewed here support GPT 5, GPT 5 mini and GPT 5.4 naming, but do not officially connect Spud to GPT 5.5 or GPT 6.[28][29][32][34][37]
There is not enough public evidence to confirm GPT 5.5 Spud as an officially released OpenAI model, let alone a new foundation model; the supplied OpenAI docs still point to GPT 5.4 as the latest public GPT...
Bottom line: there is not enough official evidence to confirm GPT 5.5 Spud has launched, or that it is more human, more creative, more stable or merely faster.
There is not enough evidence to say Claude Opus 4.7 or GPT 5.5 Spud is better at finding counter evidence, flagging uncertainty, or avoiding unsupported claims.
There is no reliable public head to head showing Claude Opus 4.7 or GPT 5.5 “Spud” is less likely to lose focus in long research workflows under the same tasks, tools, prompts and scoring rules.[2][3][5][6][...
OpenAI documents a GPT Image 2 model and an Image Edit workflow for modifying existing images; the API accepts image(s) to edit.
GPT Image 2 is the safer default for text heavy images because OpenAI linked materials position it for readable, localized production output and small text up to 2K; the caveat is that the reviewed sources d...
Bottom line: the sources support testing GPT Image 2 for visual drafts, but not treating it as a guaranteed final layout tool for text heavy infographics, slides or comics.
Current verifiable sources do not support a claim that GPT Image 2 improves complex composition or object placement accuracy over GPT Image 1.5 by X%.
A direct Claude Opus 4.7 vs GPT 5.5 Spud verdict is not supported by the reviewed docs: Claude Opus 4.7 is documented, but the OpenAI model specific guide in scope is GPT 5.4, not GPT 5.5 Spud [53][65][75].
OpenAI documentation shows GPT image models have image editing workflows, and there is a GPT Image 2 model page; an OpenAI Developer Community discussion says gpt image 2 supports a mask field.[13][14][15][16]