Gemini 3.1 Pro

Closest matchGLM 5.2
Blend score63.3%

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GPT 4.1 Nano Qwen3 30B A3B Gemini 2.5 Flash Lite GPT OSS 20B Mistral Nemo Gemma 3 4B IT Grok 4 Fast GPT 4o Mini GLM 4.6 Llama 4 Scout Claude Fable 5 Kimi K3 Claude Opus 4.8 Claude Sonnet 5 Inkling Grok 4.5 Gemini 3.1 Pro GLM 5.2 DeepSeek V4 Pro GPT 5.6 Sol

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  5. 05Claude Fable 546.3%
  6. 06Grok 4.545.8%
  7. 07Claude Opus 4.845.1%
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Head to head

Gemini 3.1 ProGemini · 100 outputs
vs
InklingThinking Machines · 100 outputs
View Inkling profile
Blend score46.4%
512 onlyGemini 3.1 Pro888 shared512 onlyInkling

Gemini 3.1 Proonly512

  1. must first examineessays · 3-gram17×
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  14. cannot be overstatedessays · 3-gram12×
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  18. well being ofessays · 3-gram12×
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  44. the impact ofessays · 3-gram9×6×
  45. in the lateessays · 3-gram10×6×
  46. the cost ofessays · 3-gram10×5×
  47. in an eraessays · 3-gram9×24×
  48. in real timeessays · 3-gram9×7×
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  50. as the primaryessays · 3-gram8×7×
  51. extends far beyondessays · 3-gram8×9×
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  55. the foundation ofessays · 3-gram8×11×
  56. the importance ofessays · 3-gram11×12×
  57. the quality ofessays · 3-gram11×9×
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  63. in the contemporaryessays · 3-gram7×14×
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  800. moreoveressays · word15×42×
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  815. purposeessays · word20×28×
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  827. placeessays · word16×20×
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  888. greateressays · word12×28×

Inklingonly512

  1. stands as oneessays · 3-gram19×
  2. but also theessays · 3-gram15×
  3. merely as aessays · 3-gram13×
  4. an era ofessays · 3-gram10×
  5. in this senseessays · 3-gram10×
  6. rather than aessays · 3-gram10×
  7. the ability toessays · 3-gram10×
  8. as a criticalessays · 3-gram10×
  9. is essential foressays · 3-gram9×
  10. not only theessays · 3-gram9×
  11. represents one ofessays · 3-gram9×
  12. its capacity toessays · 3-gram9×
  13. the risk ofessays · 3-gram9×
  14. emerged as aessays · 3-gram8×
  15. in an increasinglyessays · 3-gram8×
  16. is not anessays · 3-gram8×
  17. not only foressays · 3-gram8×
  18. that align withessays · 3-gram8×
  19. the capacity toessays · 3-gram8×
  20. the core ofessays · 3-gram8×
  21. the cultivation ofessays · 3-gram8×
  22. the most influentialessays · 3-gram8×
  23. in the faceessays · 3-gram9×
  24. the face ofessays · 3-gram9×
  25. economies of scaleessays · 3-gram8×
  26. of the world’sessays · 3-gram8×
  27. that can beessays · 3-gram8×
  28. the boundaries ofessays · 3-gram8×
  29. an environment ofessays · 3-gram7×
  30. an era definedessays · 3-gram7×
  31. environment in whichessays · 3-gram7×
  32. era defined byessays · 3-gram7×
  33. in which theessays · 3-gram7×
  34. itself as aessays · 3-gram7×
  35. nature of theessays · 3-gram7×
  36. requires more thanessays · 3-gram7×
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  38. the development ofessays · 3-gram7×
  39. the modern eraessays · 3-gram7×
  40. this essay examinesessays · 3-gram7×
  41. was not merelyessays · 3-gram7×
  42. without fear ofessays · 3-gram7×
  43. the protection ofessays · 3-gram9×
  44. quality of lifeessays · 3-gram7×
  45. a form ofessays · 3-gram6×
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  47. among the variousessays · 3-gram6×
  48. but a fundamentalessays · 3-gram6×
  49. but as anessays · 3-gram6×
  50. central to theessays · 3-gram6×
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  52. evolved into aessays · 3-gram6×
  53. extend far beyondessays · 3-gram6×
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  55. has emerged asessays · 3-gram6×
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  57. in ways thatessays · 3-gram6×
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  62. part of theessays · 3-gram6×
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  65. the origins ofessays · 3-gram6×
  66. the united arabessays · 3-gram9×
  67. united arab emiratesessays · 3-gram9×
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  69. the preservation ofessays · 3-gram6×
  70. the twentieth centuryessays · 3-gram6×
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  75. an unwavering commitmentessays · 3-gram5×
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  85. at the sameessays · 3-gram5×
  86. but a dynamicessays · 3-gram5×
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  89. cultivate a cultureessays · 3-gram5×
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  93. exercise but aessays · 3-gram5×
  94. in supply chainessays · 3-gram5×
  95. in the formessays · 3-gram5×
  96. into a comprehensiveessays · 3-gram5×
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  100. not only technicalessays · 3-gram5×
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  102. of the company’sessays · 3-gram5×
  103. rather than treatingessays · 3-gram5×
  104. supply chain logisticsessays · 3-gram5×
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  106. the belief thatessays · 3-gram5×
  107. the decision toessays · 3-gram5×
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  110. the late twentiethessays · 3-gram5×
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  112. the same timeessays · 3-gram5×
  113. the world’s mostessays · 3-gram5×
  114. this translates intoessays · 3-gram5×
  115. well being andessays · 3-gram5×
  116. with precision andessays · 3-gram5×
  117. with respect toessays · 3-gram5×
  118. in the globalessays · 3-gram7×
  119. the emergence ofessays · 3-gram6×
  120. the supply chainessays · 3-gram6×
  121. are more likelyessays · 3-gram5×
  122. electronic health recordsessays · 3-gram5×
  123. evolved from aessays · 3-gram5×
  124. but aessays · 2-gram47×
  125. but asessays · 2-gram45×
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  127. essential foressays · 2-gram32×
  128. decision makingessays · 2-gram37×
  129. in whichessays · 2-gram38×
  130. within aessays · 2-gram30×
  131. access toessays · 2-gram34×
  132. capacity toessays · 2-gram30×
  133. an eraessays · 2-gram26×
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  135. among theessays · 2-gram25×
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  137. a strategicessays · 2-gram25×
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  140. together theseessays · 2-gram22×
  141. through whichessays · 2-gram23×
  142. at itsessays · 2-gram21×
  143. far moreessays · 2-gram21×
  144. a cultureessays · 2-gram20×
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  146. recognizing thatessays · 2-gram20×
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  148. need foressays · 2-gram20×
  149. to addressessays · 2-gram20×
  150. merely asessays · 2-gram19×
  151. supply chainessays · 2-gram25×
  152. align withessays · 2-gram21×
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  154. well beingessays · 2-gram20×
  155. its coreessays · 2-gram19×
  156. demonstrates thatessays · 2-gram18×
  157. is essentialessays · 2-gram18×
  158. within thisessays · 2-gram18×
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  160. not aessays · 2-gram20×
  161. by itsessays · 2-gram19×
  162. continue toessays · 2-gram19×
  163. has becomeessays · 2-gram19×
  164. both theessays · 2-gram18×
  165. to maintainessays · 2-gram18×
  166. and emotionalessays · 2-gram20×
  167. and personalessays · 2-gram18×
  168. demand foressays · 2-gram18×
  169. response toessays · 2-gram18×
  170. also theessays · 2-gram17×
  171. centered onessays · 2-gram17×
  172. the centralessays · 2-gram17×
  173. a fundamentalessays · 2-gram16×
  174. shaped byessays · 2-gram16×
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  176. that areessays · 2-gram21×
  177. education andessays · 2-gram19×
  178. artificial intelligenceessays · 2-gram18×
  179. importance ofessays · 2-gram17×
  180. over timeessays · 2-gram17×
  181. particularly inessays · 2-gram17×
  182. the needessays · 2-gram17×
  183. training programsessays · 2-gram17×
  184. in responseessays · 2-gram16×
  185. confined toessays · 2-gram15×
  186. emerged asessays · 2-gram15×
  187. form theessays · 2-gram15×
  188. is particularlyessays · 2-gram15×
  189. the abilityessays · 2-gram15×
  190. the foundationessays · 2-gram15×
  191. to adaptessays · 2-gram15×
  192. and economicessays · 2-gram21×
  193. and technologicalessays · 2-gram20×
  194. and organizationalessays · 2-gram19×
  195. and strategicessays · 2-gram19×
  196. those whoessays · 2-gram19×
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  199. human dignityessays · 2-gram16×
  200. management andessays · 2-gram16×
  201. the strategicessays · 2-gram16×
  202. invest inessays · 2-gram15×
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  206. growth andessays · 2-gram14×
  207. role inessays · 2-gram14×
  208. eachessays · word70×
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  217. patternsessays · word36×
  218. concernsessays · word35×
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  221. accountabilityessays · word35×
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  225. prioritizeessays · word29×
  226. aloneessays · word28×
  227. enhanceessays · word28×
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  230. particularessays · word28×
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  234. evidenceessays · word29×
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  242. neverthelessessays · word22×
  243. architectureessays · word31×
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  249. alikeessays · word21×
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Same prompt, two outputs

63 of 100
Input prompt

Write the original essay that generated the following summary: Social phobia is a common disorder that can have a significant impact on an individual's life. It is characterized by a marked and persistent fear of one or more social or performance situations in which the person is exposed to unfamiliar people or to possible scrutiny by others. The individual fears that he or she will act in a way (or show anxiety symptoms) that will be humiliating or embarrassing.

Document similarity8.6%
Gemini 3.1 Pro1,059 words
Human beings are inherently social creatures, relying on interpersonal connections for survival, community, and personal fulfillment. However, for a substantial portion of the population, social interactions are not a source of comfort but rather a profound source of distress. Social phobia, also known clinically as Social Anxiety Disorder (SAD), is a pervasive and highly common disorder that can have a significant, often debilitating impact on almost every facet of an individual’s life. Far exceeding the bounds of normal shyness or everyday nervousness, social phobia is fundamentally characterized by a marked and persistent fear of one or more social or performance situations. In these environments, the affected individual is exposed to unfamiliar people or the looming threat of possible scrutiny by others. At the core of this disorder is a profound, paralyzing fear that the individual will act in a manner—or visibly manifest anxiety symptoms—that will result in intense humiliation or embarrassment. To fully understand social phobia, one must differentiate it from introversion or ordinary stage fright. Introverts may prefer solitude and require quiet time to recharge, but they do not necessarily fear social interaction. Similarly, individuals with everyday nervousness can generally push through their apprehension without it severely disrupting their performance or mental well-being. Social phobia, conversely, involves a marked and persistent fear that is highly disproportionate to the actual threat posed by the social situation. When an individual with this disorder enters a room full of unfamiliar people, their brain's threat-detection center responds as if they are facing a physical predator. The scrutiny of others—whether real, anticipated, or entirely imagined—becomes an existential threat. This hyper-awareness of being observed frequently leads to the "spotlight effect," a cognitive distortion where the individual believes everyone is watching, judging, and criticizing their every move. The cognitive aspect of social phobia is deeply intertwined with a catastrophic fear of humiliation and embarrassment. Individuals with this condition possess a rigid internal script detailing how they must behave to be acceptable to others, coupled with an overwhelming belief that they will inevitably fail to meet these standards. What makes social phobia particularly insidious is the meta-anxiety it generates: the fear of the fear itself. The individual is acutely aware that their anxiety might become visible to those around them. They dread that they will stumble over their words, blank out, or behave in a socially awkward manner. Furthermore, they are terrified of exhibiting autonomic anxiety symptoms, such as excessive sweating, uncontrollable blushing, trembling hands, a quivering voice, or even gastrointestinal distress. The anticipation that unfamiliar people will notice these physical signs of distress and judge them as weak, incompetent, or strange creates a self-fulfilling prophecy, rapidly escalating the physiological symptoms the individual so desperately wishes to hide. The specific triggers for social phobia can vary widely from person to person, generally falling into performance situations, interpersonal interactions, or a combination of both. For some, the phobia is circumscribed and highly specific to performance-based scenarios, such as giving a professional presentation, playing a musical instrument on stage, or competing in an athletic event in front of an audience. For others, the disorder is generalized, bleeding into almost all forms of daily social interaction. This can include seemingly mundane activities like initiating a conversation, making small talk with a cashier, answering the telephone, using public restrooms, or eating and drinking in public. In these situations, the presence of unfamiliar people exacerbates the fear, as the individual lacks the baseline of trust, understanding, and safety that they might feel with close family members or deeply trusted friends. The impact of social phobia on an individual's life cannot be overstated; it is a profound barrier to human flourishing. Because the fear of scrutiny and humiliation is so intense, the most common coping mechanism is strict avoidance. Individuals may go to extraordinary lengths to bypass the situations that trigger their anxiety. While avoidance provides short-term relief, it severely restricts the person’s life in the long term, creating a shrinking comfort zone. Academically, students might refuse to participate in class discussions, skip presentations, or drop out of courses entirely, artificially limiting their educational potential. Professionally, highly capable individuals may pass up promotions that require public speaking, avoid industry networking events, or remain in unfulfilling, lower-level jobs to escape the terrifying prospect of a job interview. Interpersonally, the disorder can lead to profound isolation, loneliness, and an inability to form romantic or platonic relationships. This chronic isolation frequently results in comorbid psychological conditions, most notably major depressive disorder and substance use disorders, as individuals may turn to alcohol or drugs as a maladaptive way to self-medicate and lower their social inhibitions. Despite the immense suffering it causes, social phobia remains one of the most common mental health disorders globally. Epidemiological studies suggest that a significant percentage of the population will meet the diagnostic criteria for social anxiety disorder at some point in their lives. The onset typically occurs during early adolescence—a developmental period inherently fraught with self-consciousness, identity formation, and a heightened sensitivity to peer evaluation. A combination of genetic predispositions, neurobiological factors, and environmental influences, such as a history of childhood bullying or overly critical parenting, often contributes to its development. If left untreated, social phobia tends to follow a chronic, unremitting course throughout adulthood. However, the tragedy of the disorder's prevalence and impact is matched by the hope found in its treatability. Cognitive-behavioral therapy (CBT), which helps patients identify and challenge their distorted thoughts about social scrutiny, paired with gradual exposure therapy, has proven highly effective. The profound complexities of human interaction can easily become a labyrinth of terror for those suffering from social anxiety. Social phobia is a highly common disorder that has the potential to derail and significantly impact an individual's personal, academic, and professional life. Defined by a marked and persistent fear of social or performance situations, it isolates sufferers by making the presence of unfamiliar people or the possibility of external scrutiny feel intolerably dangerous. Trapped in a vicious cycle of anticipatory anxiety and hyper-vigilance, the individual is perpetually plagued by the fear that their actions or visible anxiety symptoms will inevitably lead to profound humiliation or embarrassment. Recognizing the severity of this condition, moving past the societal misconception that it is merely "shyness," and promoting accessible therapeutic interventions are vital steps toward helping affected individuals reclaim their lives from the shadows of excessive social fear.
Inkling709 words
Social phobia, clinically referred to as social anxiety disorder, ranks among the most prevalent psychiatric conditions worldwide, yet it remains widely misunderstood and underdiagnosed. Characterized by an intense and enduring dread of social interactions, this disorder extends far beyond ordinary shyness, often infiltrating every domain of an individual’s personal and professional existence. Its pervasive nature can severely compromise educational attainment, occupational advancement, and interpersonal relationships, leaving sufferers isolated in a state of anticipatory terror. To comprehend the gravity of social phobia, one must examine its defining clinical features, the profound impact it exerts on daily functioning, and the complex interplay of cognitive, emotional, and physiological mechanisms that sustain it. At its core, social phobia is defined by a marked and persistent fear of one or more social or performance situations in which the affected person is exposed to unfamiliar individuals or to potential evaluation and scrutiny by others. These situations are not limited to formal public speaking; they encompass a broad spectrum of interactions, including eating in public, writing in front of others, attending social gatherings, or engaging in casual conversation with strangers. The fear is disproportionate to the actual threat posed by the situation and typically persists for six months or longer, signaling a chronic rather than transient condition. Crucially, individuals with social phobia recognize that their anxiety is excessive or unreasonable, yet they feel powerless to control it, which often compounds their distress with feelings of inadequacy and self-blame. The central cognitive distortion driving social phobia is the conviction that one will behave in a manner that is humiliating or embarrassing, or that visible symptoms of anxiety—such as blushing, trembling, sweating, or a quavering voice—will be detected and judged negatively by others. This fear of negative evaluation becomes a self-fulfilling prophecy: the anticipation of scrutiny heightens physiological arousal, which in turn increases the likelihood of displaying the very symptoms the individual dreads. Consequently, sufferers may avoid eye contact, speak in barely audible tones, or withdraw from interactions altogether, behaviors that are then interpreted by others as aloofness or disinterest, further reinforcing the individual’s belief in their social incompetence. Clinicians generally distinguish between generalized and specific subtypes of social phobia. In the generalized form, the fear encompasses most social interactions, leading to widespread avoidance and functional impairment across multiple life domains. The specific, or performance-only, subtype is confined to situations requiring public performance, such as delivering a presentation or playing a musical instrument in front of an audience. Although the specific subtype may appear more circumscribed, it can be equally debilitating for those whose careers or academic obligations depend upon such performances. The impact of social phobia on quality of life is substantial and multifaceted. Many individuals delay or forgo educational opportunities, avoid job interviews, or decline promotions that involve increased social visibility. Romantic relationships may be stunted or avoided entirely due to fear of intimacy and judgment. Social isolation, in turn, predisposes sufferers to comorbid conditions, particularly major depressive disorder and substance use disorders, as some turn to alcohol or anxiolytic medications to navigate unavoidable social encounters. The economic burden is also significant, encompassing lost productivity, increased healthcare utilization, and reduced lifetime earnings. Physiologically, social phobia activates the sympathetic nervous system, producing palpitations, gastrointestinal distress, dizziness, and muscle tension. Cognitively, individuals engage in persistent self-monitoring and post-event rumination, mentally reviewing social encounters for evidence of failure or embarrassment long after the event has concluded. Behaviorally, avoidance and safety behaviors—such as rehearsing conversations excessively, standing near exits, or hiding behind others—maintain the disorder by preventing the disconfirmation of catastrophic beliefs. Despite its severity, social phobia is treatable. Cognitive-behavioral therapy, particularly exposure-based interventions combined with cognitive restructuring, has demonstrated robust efficacy in reducing anxiety and improving social functioning. Pharmacological treatments, including selective serotonin reuptake inhibitors and certain benzodiazepines, can also alleviate symptoms, particularly in severe cases. Early identification and intervention are essential to mitigate chronicity and prevent the erosion of social and occupational capital. In summary, social phobia is a common yet profoundly disruptive disorder anchored in a persistent fear of social scrutiny and humiliation. By distorting self-perception and fueling avoidance, it constrains human potential and diminishes well-being. Recognition of its clinical features and proactive treatment are vital steps toward restoring functional autonomy and social connectedness for those affected.