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

Similar models

  1. 01GPT 4.1 Nano37.2%
  2. 02Gemini 2.5 Flash Lite32.4%
  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
InklingThinking Machines · 100 outputs
View Inkling profile
Blend score6.0%
1,241 onlyQwen3 30B A3B159 shared1,241 onlyInkling

Qwen3 30B A3Bonly1,241

  1. long term sustainabilityessays · 3-gram9×
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  157. machine learning algorithmsessays · 3-gram2×
  158. heavily research developmentessays · 3-gram0×
  159. flexible work arrangementsessays · 3-gram1×
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  161. without fear retaliationessays · 3-gram0×
  162. long term brandessays · 3-gram2×
  163. company long termessays · 3-gram0×
  164. performance indicators kpisessays · 3-gram1×
  165. size fits approachessays · 3-gram0×
  166. real time feedbackessays · 3-gram1×
  167. far reaching implicationsessays · 3-gram0×
  168. marked pivotal momentessays · 3-gram0×
  169. long term developmentessays · 3-gram1×
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  171. ethical business practicesessays · 3-gram0×
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  186. increasingly interconnected worldessays · 3-gram1×
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  188. platforms like instagramessays · 3-gram0×
  189. centers disease controlessays · 3-gram0×
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  1183. affordabilityessays · word6×
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  1186. discourseessays · word3×
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  1191. benchmarksessays · word2×
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  1193. hpaessays · word0×
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  1195. monopolisticessays · word1×
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  1197. gerontologyessays · word0×
  1198. predispositionessays · word1×
  1199. disengagedessays · word0×
  1200. integrativeessays · word0×
  1201. erosionessays · word4×
  1202. observationalessays · word4×
  1203. agamemnonessays · word0×
  1204. commercializationessays · word2×
  1205. enrichingessays · word1×
  1206. underperformingessays · word2×
  1207. retentionessays · word7×
  1208. normalizesessays · word1×
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  1210. tanfessays · word0×
  1211. meticulousessays · word2×
  1212. preparednessessays · word8×
  1213. relianceessays · word7×
  1214. scrutinyessays · word5×
  1215. outdatedessays · word7×
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  1221. checklistsessays · word1×
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  1223. upheavalsessays · word0×
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  1225. reinterpretationessays · word0×
  1226. utilitarianessays · word10×
  1227. ssrisessays · word1×
  1228. pervasiveessays · word2×
  1229. embracingessays · word8×
  1230. reverenceessays · word1×
  1231. centeringessays · word1×
  1232. compromisingessays · word6×
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  1234. streamlinesessays · word0×
  1235. reliabilityessays · word20×
  1236. relatednessessays · word0×
  1237. redefineessays · word1×
  1238. influencersessays · word0×
  1239. unsustainableessays · word3×
  1240. schumannessays · word0×
  1241. mrsaessays · word0×

Shared159

  1. extends far beyondessays · 3-gram1×9×
  2. electronic health recordsessays · 3-gram4×5×
  3. extend far beyondessays · 3-gram3×6×
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  19. prioritizeessays · word20×29×
  20. resilienceessays · word53×36×
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  23. holisticessays · word15×17×
  24. societalessays · word21×22×
  25. sustainabilityessays · word37×24×
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  27. systemicessays · word30×26×
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  31. nuancedessays · word10×14×
  32. broaderessays · word56×56×
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  35. rigoressays · word4×13×
  36. measurableessays · word8×15×
  37. policymakersessays · word4×21×
  38. adherenceessays · word7×14×
  39. indispensableessays · word12×30×
  40. competenciesessays · word5×16×
  41. profoundessays · word43×51×
  42. evolvingessays · word37×33×
  43. ensuringessays · word55×43×
  44. integratingessays · word17×13×
  45. navigatingessays · word4×14×
  46. innovationessays · word97×52×
  47. transparencyessays · word26×27×
  48. stakeholdersessays · word16×23×
  49. accountabilityessays · word34×35×
  50. enhancingessays · word13×23×
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  52. interventionsessays · word7×14×
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  54. outcomesessays · word44×62×
  55. strategicessays · word135×190×
  56. personalizedessays · word9×17×
  57. qualitativeessays · word38×52×
  58. technologicalessays · word59×92×
  59. structuredessays · word28×38×
  60. contextsessays · word8×28×
  61. vulnerabilitiesessays · word5×19×
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  66. alignessays · word18×29×
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  80. standardizedessays · word10×22×
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  82. strategiesessays · word46×77×
  83. enhanceessays · word39×28×
  84. enablingessays · word23×23×
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  92. frameworkessays · word56×77×
  93. platformsessays · word39×30×
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  95. additionallyessays · word30×31×
  96. transformationessays · word52×51×
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  100. partnershipsessays · word21×19×
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  102. complementingessays · word1×16×
  103. transformsessays · word4×24×
  104. autonomyessays · word15×30×
  105. alignmentessays · word10×21×
  106. analyticsessays · word19×17×
  107. mechanismsessays · word18×67×
  108. protocolsessays · word18×34×
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  110. reflectsessays · word29×15×
  111. diverseessays · word36×51×
  112. fluctuationsessays · word12×15×
  113. dynamicsessays · word17×47×
  114. institutionalessays · word16×47×
  115. compellingessays · word12×19×
  116. governanceessays · word26×36×
  117. healthcareessays · word67×56×
  118. increasinglyessays · word51×35×
  119. complexityessays · word14×19×
  120. comprehensiveessays · word46×49×
  121. transformingessays · word12×21×
  122. collaborativeessays · word15×25×
  123. advancementessays · word16×18×
  124. culturalessays · word66×88×
  125. tangibleessays · word5×27×
  126. customeressays · word80×65×
  127. emotionalessays · word40×58×
  128. dynamicessays · word35×27×
  129. satisfactionessays · word28×27×
  130. reactiveessays · word7×15×
  131. addressingessays · word14×26×
  132. vulnerabilityessays · word12×28×
  133. adaptessays · word24×21×
  134. thriveessays · word19×13×
  135. shiftsessays · word20×17×
  136. commitmentessays · word78×55×
  137. examinesessays · word9×14×
  138. preferencesessays · word16×14×
  139. embeddedessays · word9×27×
  140. regulatoryessays · word28×35×
  141. efficiencyessays · word52×40×
  142. therebyessays · word20×39×
  143. reducesessays · word18×18×
  144. multinationalessays · word7×18×
  145. demonstratesessays · word10×30×
  146. practicesessays · word62×68×
  147. integrityessays · word46×33×
  148. trajectoryessays · word5×22×
  149. meaningfulessays · word19×31×
  150. persistentessays · word11×17×
  151. centeredessays · word20×28×
  152. fundamentallyessays · word6×27×
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  154. dignityessays · word34×33×
  155. encompassesessays · word6×20×
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  158. barriersessays · word17×25×
  159. deliberateessays · word13×17×

Inklingonly1,241

  1. one of theessays · 3-gram83×
  2. of the mostessays · 3-gram54×
  3. as one ofessays · 3-gram32×
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  6. in an eraessays · 3-gram24×
  7. not merely aessays · 3-gram19×
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  9. stands as oneessays · 3-gram19×
  10. but as aessays · 3-gram21×
  11. the heart ofessays · 3-gram17×
  12. the integration ofessays · 3-gram17×
  13. at its coreessays · 3-gram16×
  14. stands as aessays · 3-gram16×
  15. the need foressays · 3-gram16×
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  17. but also theessays · 3-gram15×
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  19. in the contemporaryessays · 3-gram14×
  20. such as theessays · 3-gram14×
  21. serves as aessays · 3-gram14×
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  26. is not aessays · 3-gram12×
  27. the importance ofessays · 3-gram12×
  28. a culture ofessays · 3-gram11×
  29. serves as theessays · 3-gram11×
  30. the foundation ofessays · 3-gram11×
  31. to ensure thatessays · 3-gram11×
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  103. functions as aessays · 3-gram6×
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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 similarity7.7%
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.
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.