Qwen3 30B A3B

Closest matchGPT 4.1 Nano
Blend score37.2%

Circular relationship tree

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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  3. 03GPT OSS 20B31.1%
  4. 04Mistral Nemo26.0%
  5. 05Gemma 3 4B IT25.1%
  6. 06Grok 4 Fast25.1%
  7. 07GPT 4o Mini21.3%
  8. 08GLM 4.620.3%
  9. 09Llama 4 Scout19.3%
  10. 10Grok 4.56.1%
  11. 11Inkling6.0%
  12. 12GLM 5.25.0%
  13. 13Gemini 3.1 Pro4.8%
  14. 14Claude Sonnet 54.6%
  15. 15DeepSeek V4 Pro4.3%
  16. 16Claude Opus 4.84.2%
  17. 17Claude Fable 53.2%
  18. 18Kimi K33.0%
  19. 19GPT 5.6 Sol2.0%

Head to head

Qwen3 30B A3BQwen · 200 outputs
vs
Kimi K3Kimi · 100 outputs
View Kimi K3 profile
Blend score3.0%
1,319 onlyQwen3 30B A3B81 shared1,319 onlyKimi K3

Qwen3 30B A3Bonly1,319

  1. long term sustainabilityessays · 3-gram9×
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  60. long term commitmentessays · 3-gram2×
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  66. essential long termessays · 3-gram0×
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  131. based decision makingessays · 3-gram1×
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  159. confront uncomfortable truthsessays · 3-gram0×
  160. extreme weather eventsessays · 3-gram2×
  161. machine learning algorithmsessays · 3-gram2×
  162. heavily research developmentessays · 3-gram0×
  163. flexible work arrangementsessays · 3-gram1×
  164. real time inventoryessays · 3-gram0×
  165. without fear retaliationessays · 3-gram0×
  166. long term brandessays · 3-gram2×
  167. company long termessays · 3-gram0×
  168. performance indicators kpisessays · 3-gram1×
  169. size fits approachessays · 3-gram0×
  170. real time feedbackessays · 3-gram1×
  171. far reaching implicationsessays · 3-gram0×
  172. marked pivotal momentessays · 3-gram0×
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  174. social determinants healthessays · 3-gram0×
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  183. foreign direct investmentessays · 3-gram1×
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  189. long term businessessays · 3-gram1×
  190. increasingly interconnected worldessays · 3-gram1×
  191. intellectual property rightsessays · 3-gram0×
  192. platforms like instagramessays · 3-gram0×
  193. centers disease controlessays · 3-gram0×
  194. disease control preventionessays · 3-gram0×
  195. must go beyondessays · 3-gram0×
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Shared81

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  78. dignityessays · word34×30×
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  80. barriersessays · word17×19×
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Kimi K3only1,319

  1. one of theessays · 3-gram96×
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Same prompt, two outputs

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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 similarity9.7%
Qwen3 30B A3B785 words
Social phobia, also known as social anxiety disorder, represents one of the most prevalent mental health conditions affecting individuals across all age groups and cultural backgrounds. It is characterized by an intense, persistent, and often debilitating fear of social or performance situations where the individual feels they might be scrutinized, judged, or evaluated negatively by others. Unlike the occasional nervousness experienced by most people in unfamiliar social settings, social phobia is marked by a disproportionate and enduring fear that significantly interferes with daily functioning, relationships, and overall quality of life. The core feature of this disorder lies in the anticipation of embarrassment or humiliation, often leading individuals to avoid social interactions altogether—even when they recognize that their fears are excessive or irrational. The triggers for social phobia vary widely but typically include situations involving public speaking, meeting new people, eating or drinking in front of others, using public restrooms, or even performing tasks under observation. For instance, a person with social phobia may dread giving a presentation at work, not because of poor preparation, but due to an overwhelming fear of stumbling over words, blushing, or appearing foolish. This fear is not limited to actual performance; the mere anticipation of such events can provoke severe anxiety. Symptoms often manifest both psychologically and physically. Psychologically, individuals may experience excessive self-consciousness, rumination over perceived social flaws, and an exaggerated belief that others are constantly observing and criticizing them. Physically, symptoms can include trembling, sweating, rapid heartbeat, nausea, dizziness, and even panic attacks in extreme cases. The origins of social phobia are multifactorial, involving a complex interplay of genetic, neurobiological, environmental, and psychological factors. Research indicates that individuals with a family history of anxiety disorders are at a higher risk, suggesting a genetic predisposition. Neuroimaging studies have shown heightened activity in brain regions associated with fear processing—particularly the amygdala—when social phobics are exposed to social stimuli. This suggests a biological basis for their heightened threat perception. On the environmental side, traumatic experiences during childhood—such as bullying, criticism from caregivers, or social exclusion—can contribute to the development of social phobia. Furthermore, learned behaviors, such as observing anxious responses in parents or caregivers, can shape a child’s perception of social situations as inherently dangerous. Despite its prevalence—estimated to affect around 7% of the population in any given year—social phobia is often underdiagnosed and undertreated. Many individuals suffer in silence, masking their anxiety with perfectionism, excessive preparation, or withdrawal. They may appear calm and competent on the surface, but internally, they are battling intense fear and self-doubt. This internal struggle can lead to significant secondary consequences, including academic underachievement, occupational difficulties, and strained personal relationships. Over time, the avoidance of social interactions can result in isolation and loneliness, further reinforcing negative beliefs about oneself and increasing the risk of depression and substance abuse. Treatment for social phobia is both effective and accessible, with cognitive-behavioral therapy (CBT) widely regarded as the gold standard. CBT helps individuals identify and challenge distorted thoughts about social situations, such as the belief that they will be ridiculed or that minor mistakes will lead to catastrophic outcomes. Through gradual exposure to feared situations—starting with less intimidating scenarios and progressing to more challenging ones—patients learn that their feared outcomes rarely occur and that they can manage their anxiety effectively. In some cases, medication such as selective serotonin reuptake inhibitors (SSRIs) or benzodiazepines may be prescribed to alleviate symptoms, particularly when anxiety is severe or when therapy alone is insufficient. Mindfulness-based techniques and relaxation training also complement traditional treatments by helping individuals manage physiological arousal and stay present in the moment. It is crucial to recognize that social phobia is not simply shyness or introversion. While introversion may predispose someone to prefer quieter environments, it does not inherently involve fear of judgment or avoidance due to anxiety. Social phobia is a clinical disorder defined by distress and impairment, and its effects can be just as debilitating as other serious mental health conditions. Public awareness and education are essential in reducing stigma and encouraging individuals to seek help. Early intervention is particularly effective, as untreated social phobia can become chronic and entrenched, making recovery more difficult over time. In conclusion, social phobia is a pervasive and often misunderstood condition that profoundly affects the lives of millions. Rooted in a combination of biological, psychological, and environmental factors, it manifests as an overwhelming fear of social evaluation, leading to avoidance, isolation, and diminished well-being. However, with proper diagnosis and evidence-based treatment, individuals can reclaim their confidence and engage meaningfully in social and professional life. By fostering empathy, understanding, and access to care, society can support those affected and help dismantle the barriers that have long prevented them from living fully and authentically.
Kimi K31,005 words
# Understanding Social Phobia: The Silent Struggle of Social Anxiety Among the many psychological conditions that affect modern society, social phobia—also known as social anxiety disorder—stands out as one of the most prevalent yet frequently misunderstood. Far more than simple shyness or occasional nervousness, social phobia is a serious and often debilitating condition that can shape nearly every aspect of an individual's life, from education and career to friendships and romantic relationships. Despite its widespread impact, the disorder often goes unrecognized and untreated, leaving sufferers to navigate their fears in isolation. Understanding the nature, causes, and treatment of social phobia is therefore essential for both those who experience it and the communities in which they live. At its core, social phobia 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. This definition, drawn from clinical diagnostic criteria, captures the essential feature of the disorder: an intense, enduring dread of being observed, evaluated, or judged. The individual fears that he or she will act in a way—or show visible anxiety symptoms—that will be humiliating or embarrassing. A person with social phobia might, for example, avoid speaking in meetings for fear of stumbling over words, decline invitations to gatherings for fear of appearing awkward, or refuse to eat in restaurants for fear that others will notice a trembling hand. Crucially, the fear experienced is excessive and disproportionate to the actual threat posed by the situation, and the individual typically recognizes this irrationality, even while feeling powerless to control it. The symptoms of social phobia manifest across physical, cognitive, and behavioral dimensions. Physically, sufferers may experience blushing, sweating, trembling, a racing heart, shortness of breath, dizziness, or nausea when confronted with feared situations. These bodily reactions can themselves become a source of anxiety, creating a vicious cycle in which the fear of visible symptoms intensifies the symptoms themselves. Cognitively, individuals with social phobia tend to engage in harsh negative self-evaluation, anticipating failure before social encounters and ruminating over perceived mistakes long afterward. Behaviorally, the hallmark of the disorder is avoidance: people structure their lives around escaping or minimizing social exposure. Some endure feared situations only with intense distress, relying on "safety behaviors" such as rehearsing sentences mentally, avoiding eye contact, or staying close to exits. Common triggers include public speaking, meeting strangers, initiating conversations, using public restrooms, making phone calls, and being the center of attention. Social phobia is remarkably common. Epidemiological studies suggest that between seven and thirteen percent of people will experience the disorder at some point in their lives, making it one of the most frequently diagnosed anxiety conditions. It typically emerges in early to middle adolescence, a developmental period already fraught with self-consciousness and social pressure, though symptoms sometimes appear in childhood. Women are somewhat more likely than men to receive the diagnosis, although men may be less likely to seek help. Without intervention, social phobia tends to follow a chronic course, persisting for years or even decades and often waxing and waning in response to life circumstances. The origins of social phobia are best understood through a combination of biological, psychological, and environmental factors. Genetically, the disorder runs in families, suggesting an inherited vulnerability. Research has identified a temperamental trait known as behavioral inhibition—an early-childhood tendency toward extreme caution and withdrawal in novel situations—as a significant risk factor. Neurologically, imaging studies point to heightened activity in the amygdala, the brain region responsible for detecting threats, which may cause socially anxious individuals to perceive danger in benign interactions. Environmental influences also play a crucial role: childhood experiences such as bullying, public humiliation, harsh criticism, or overprotective parenting can teach a person that social situations are perilous. Cognitive patterns then maintain the disorder, as sufferers overestimate the likelihood of negative evaluation and underestimate their own social competence. The consequences of untreated social phobia can be profound and far-reaching. Academically, students may avoid class participation, drop courses requiring presentations, or abandon their education altogether. Professionally, adults may turn down promotions involving public interaction, choose careers beneath their abilities, or struggle with unemployment. Socially, the disorder breeds loneliness; friendships and romantic relationships become difficult to form and sustain, and many sufferers report chronic isolation. The condition also carries a high risk of comorbidity: depression frequently develops in response to years of restricted living, and some individuals turn to alcohol or other substances to cope with social demands, creating additional problems of dependence. Fortunately, social phobia is highly treatable. Diagnosis typically involves a clinical assessment in which a mental health professional evaluates the nature, intensity, and duration of symptoms while ruling out other conditions. The gold-standard psychological treatment is cognitive-behavioral therapy, which helps individuals identify and challenge distorted thoughts about social judgment while gradually exposing them to feared situations in a controlled, stepwise manner. Exposure, whether practiced in real life, through role-play, or increasingly through virtual reality, allows anxiety to diminish naturally through habituation. Pharmacological options also exist: selective serotonin reuptake inhibitors and serotonin-norepinephrine reuptake inhibitors are commonly prescribed, while beta-blockers can manage the physical symptoms of performance-specific anxiety. Many patients benefit most from a combination of therapy and medication, and group therapy offers the added advantage of providing a built-in social environment for practice. In conclusion, social phobia is a common disorder with a significant capacity to diminish an individual's quality of life, yet it remains both underdiagnosed and highly responsive to treatment. Defined by a marked and persistent fear of social or performance situations involving unfamiliar people or possible scrutiny, and driven by the dread of humiliation or embarrassment, the condition traps its sufferers in cycles of avoidance and self-criticism. Greater public awareness can reduce the stigma that prevents people from seeking help, while effective therapies offer genuine hope of recovery. For the millions who live behind the mask of social anxiety, understanding is the first step toward liberation—and with proper support, a fuller, freer engagement with the social world is well within reach.