<div data-server-rendered="true" id="__nuxt"><div id="__layout"><div class="outer-container"><div class="content-container"> <div class="answer_container" style="min-height:calc(100vh - 54px);" data-v-0eba195e=""><div class="content_outer_container" data-v-0eba195e=""><div class="share_preview_container" data-v-0eba195e=""><div class="dialog_list" data-v-0eba195e=""><div class="dialog_item" data-v-0eba195e=""><div class="dialog_question fir_dialog_question" data-v-0eba195e=""><div class="question_con" data-v-0eba195e=""><h1 class="fir_question_content" data-v-0eba195e="">
                                    How reliable are COLB's earnings forecasts?
                                </h1> <div class="user_slot" data-v-0eba195e=""><img src="//cdn.ainvest.com/frontResources/s/iwc-aime-seo/img/default_aime_user.ec532c9.png" alt="user" class="avatar" data-v-0eba195e=""> <span class="user_desction" data-v-0eba195e="">
                                        
                                        4/5/2025 06:35pm
                                    </span></div></div></div> <div class="seo-text-answer" data-v-0eba195e="">Columbia Banking System (COLB) has demonstrated a relatively high level of earnings forecast accuracy, with an EPS surprise of 9.23% as of December 31, 2024. This positive surprise indicates that the bank's actual performance exceeded market expectations, suggesting a reliable earnings forecast model.

</div> <div class="dialog_answer" data-v-0eba195e=""><div class="dialog_content" data-v-0eba195e=""><div class="answer_content" data-v-0eba195e=""></div></div></div></div></div> </div></div></div> </div> <div class="extra-module" data-v-261d488f=""><img src="//cdn.ainvest.com/frontResources/s/iwc-aime-seo/img/recommend-logo.4f9ccc8.png" alt="right-logo" fetchpriority="high" class="recommend-logo-img" data-v-261d488f=""> <div class="recommend-part" data-v-7790c618="" data-v-261d488f=""><div class="recommend-query-card" data-v-8359219a="" data-v-7790c618=""><div class="title" data-v-8359219a=""><img src="//cdn.ainvest.com/frontResources/s/iwc-aime-seo/img/screener-recommend-icon.b007ca8.svg" alt="icon" data-v-8359219a=""> <span data-v-8359219a="">Aime finds your next big stock</span></div> </div> <div class="recommend-query-card" data-v-8359219a="" data-v-7790c618=""><div class="title" data-v-8359219a=""><img src="//cdn.ainvest.com/frontResources/s/iwc-aime-seo/img/stock-recommend-icon.77f1c78.svg" alt="icon" data-v-8359219a=""> <span data-v-8359219a="">Aime powers your decisions</span></div> </div></div> </div> <div class="container-mask" style="display:none;"></div></div></div></div><script>window.__NUXT__=(function(a,b,c,d,e,f,g,h,i,j,k,l,m,n,o,p,q,r,s,t,u,v,w,x,y,z,A,B,C,D,E,F,G,H,I,J,K,L,M,N,O,P,Q,R,S,T,U,V,W,X,Y,Z,_,$,aa,ab,ac,ad,ae,af,ag,ah,ai,aj,ak,al,am,an,ao,ap,aq,ar,as,at,au,av,aw,ax,ay,az,aA,aB,aC,aD,aE,aF){return {layout:"default",data:[{noData:b,currentQuestion:g,textDescription:K,comeFrom:"AInvestShareLink",events:[],answerSource:n}],fetch:{},error:o,state:{sharePreviewModule:{loadJgySuccess:e,dialogRenderList:[{originAnswer:{input_media_info:[],session_round:i,agent_id:a,output_media_info:[],task_id:a,language:a,source:n,cache_builder:a,reply_action:"Answer",execute_mode:A,event_refresh_answer:a,param:"{\"entity_info\":{},\"add_info\":{\"ori_question\":\"How reliable are COLB's earnings forecasts?\"},\"event_list\":[],\"client_ip\":\"\",\"question\":\"How reliable are COLB's earnings forecasts?\",\"user_id\":\"dp24685684\",\"user_name\":\"\",\"trace_id\":\"b6e14209-a408-4fc6-babe-fdaf8a38f456\",\"session_id\":\"b6e14209-a408-4fc6-babe-fdaf8a38f456\",\"source\":\"ths_ainvest_lite_web\",\"input_type\":\"typewrite\"}",agent_info:[{info_type:"query_data",query_type:B,text:"1 results found:\n|stock code|stock name|Last Price|Last Change|Percentage of EPS Surprise[20241231]|Report End Date|\n|---|---|---|---|---|---|\n|COLB|Columbia Banking System|$20.78|-4.77%|9.23%|20241231|\n",query_data:{number:i,title:C,query_type:B,condition:a,model_sql:L,data_ext_params:{merge_repeat:b,expand_index:c,data_add:i,add_index:e}}}],answer_chain_name:M,agent_mode:N,native_answer:a,come_from:a,text_answer:K,trace_id:j,cost:9261,event_names:a,question:g,fallback_type:O,input_type:P,fall_back_reason:{fall_back_type:O,risk_detail:{matched_words:[]}},session_id:j,first_return_cost:1993,cache_type:a,question_id:j,transfer_question:g,signal_type:"ON_COMPLETE",start_time:Q,remote_svc:n,slots:[],answer_type:A,user_id:u,skill_name:D},renderList:[{type:"base_info",answer_path:"logs\u002FbaseInfo",logs:[],base_info:{trace_id:j,session_id:j,user_id:u,question:g,source:n,raw_question:g,version:"3.4.1",action_name:D,nlu:{entity:[{type:R,value:S,market:E}]},deep_research:b,deep_thinking:b,agent_mode:N},extra:{}},{answer_path:v,section:{id:w,info_texts:["Thinking"],show_type:x,choice:[],result_page:{},tag_info_list:[],is_last:c,status:"begin"},logs:[],extra:{is_deep_research:b,deep_thinking:b}},{answer_path:v,section:{id:w,info_texts:["Querying Stock: COLB Earnings Forecast Accuracy"],show_type:x,choice:[],result_page:{},tag_info_list:[],is_last:c,status:"thinking"},logs:[],extra:{action:"Querying Stock",action_input:C,thought:"The user wants to evaluate the reliability of COLB's earnings forecasts. I should focus on the bank's earnings forecast reliability. I will use FinQuery to obtain the data mentioned above."}},{answer_path:d,section:{id:p,info_texts:[],show_type:k,choice:[],result_page:{},tag_info_list:[],is_last:c},logs:[],extra:{}},{answer_path:d,section:{id:p,info_texts:[],show_type:k,choice:[],result_page:{},tag_info_list:[],is_last:c},logs:[],extra:{}},{answer_path:v,section:{id:w,info_texts:["Generating Answer"],show_type:x,choice:[],result_page:{},tag_info_list:[],is_last:c,status:"ongoing"},logs:[],extra:{}},{answer_path:d,section:{id:l,info_texts:[],show_type:q,voice_txt:"C",text_answer:T,rich_text:T,choice:[],result_page:{},tag_info_list:[],is_last:c},logs:[],extra:{}},{answer_path:d,section:{id:2000,info_texts:[],show_type:q,voice_txt:a,text_answer:a,rich_text:a,choice:[],result_page:{},tag_info_list:[{title:C,query_type:B,trace_data:a,index:i,model_sql:L,data_ext_params:{merge_repeat:b,expand_index:c,data_add:i,add_index:e},jump_type:"data_query"}],is_last:c},logs:[],extra:{}},{answer_path:d,section:{id:l,info_texts:[],show_type:q,voice_txt:". This",text_answer:U,rich_text:U,choice:[],result_page:{},tag_info_list:[],is_last:c},logs:[],extra:{}},{answer_path:d,section:{id:p,info_texts:[],show_type:k,choice:[],result_page:{},tag_info_list:[],is_last:c},logs:[],extra:{}},{answer_path:d,section:{id:1001,info_texts:[],show_type:"fenshi",choice:[],result_page:{},tag_info_list:[{stock_info:{code:V,market_id:E,name:W,domain:R},pos:e,section_id:l,txt:W,jump_type:"pos_fenshi"}],is_last:c},logs:[],extra:{}},{answer_path:d,section:{id:p,info_texts:[],show_type:k,choice:[],result_page:{},tag_info_list:[],is_last:c},logs:[],extra:{}},{answer_path:d,section:{id:p,info_texts:[],show_type:k,choice:[],result_page:{},tag_info_list:[],is_last:c},logs:[],extra:{}},{answer_path:d,section:{id:l,info_texts:[],show_type:q,voice_txt:"\n",text_answer:X,rich_text:X,choice:[],result_page:{},tag_info_list:[],is_last:c},logs:[],extra:{}},{answer_path:d,section:{id:l,info_texts:[],show_type:Y,choice:[],result_page:{components:[{category:Z,puuid:_,request_config:[{related_name:$,source_type:F}],show_type:aa,tag:"Analyst Estimate Earnings",uuid:ab,title_config:{config:{display:b,display2:b,txt_style:e,type:ac,url:a},data:{h1:a,h2:a},show_type:ad}}],global:{interface_request_list:[],lowcode_json:{stack:b,visible:c,childLimit:ae,label:y,type:af,leaf:b,animate:[],version:ag,script:[],props:{test:a},path:ah,style:{"background-color":a,"box-shadow":ai,color:a,width:h,"min-height":aj,position:z,height:h},isMaterial:b,id:y,needTheme:b,hasEditor:b,packed:b,events:[],child:[{stack:b,visible:c,childLimit:e,label:"财报",type:ak,leaf:c,version:"0.0.1",animate:[],url:G,componentUuid:ab,script:[{name:"earnings",id:65539,content:"return {\r\n  mounted () {\r\n    window.__oversea_ainvest__ = {\r\n      ENV: \"production\"\r\n    }\r\n  }\r\n}"}],props:{title:"Earnings"},path:G,meta:{js_url:G},style:{"background-color":a,padding:"0",color:a,display:al,width:h,position:z,height:h},isMaterial:c,_id:am,id:ak,hasEditor:c,packed:b,events:[],isSetDefaultValue:c}]},lowcode_type:an,urp_static_data:[{name:$,value:{columns:[{index_name:ao,key:ao,type:f},{index_name:ap,key:ap,type:f}],dataSize:i,datas:[{code:V,market_code:E}]}},{name:"advance_custom_visual",value:{columns:[{index_name:aq,key:aq,type:f},{index_name:ar,key:ar,type:f},{index_name:as,key:as,type:f}],dataSize:i,datas:[{stock_code:S,start_date:"2024-01-01",end_date:"2024-12-31"}]}}]},page:{layout:{layout_data:"[{\"uuid\":\"gyyEarnings\",\"showType\":\"lowcode\",\"children\":[]}]"},render_for:H,uuid:_,voice_txt:a}},tag_info_list:[],is_last:b,uuid:"6cd5a294-bfcc-41b1-97c0-e34658c96f17"},logs:[],extra:{}},{answer_path:d,section:{id:l,info_texts:[],show_type:q,voice_txt:a,text_answer:a,rich_text:a,choice:[],result_page:{},tag_info_list:[],is_last:c},logs:[],extra:{}},{answer_path:"extraInfo\u002FsourceLink",logs:[],extra:{span_id:a,link_id:a,source:a,link_text:a,link_param:a,link_ids:[]}},{answer_path:v,section:{id:w,info_texts:["Completed"],show_type:x,choice:[],result_page:{},tag_info_list:[],is_last:c,status:"end"},logs:[],extra:{}},{answer_path:"suggest\u002Fquestions",section:{id:10002,info_texts:[],show_type:Y,choice:[{display_text:r,query_text:r,trace_info:{item_id:"0f87ac7b299f9b00ae201cddf17fafe8",item_type:m,item_name:r,rec_info:at}},{display_text:s,query_text:s,trace_info:{item_id:"402547fcee3c50f114ce2539f4d3eae0",item_type:m,item_name:s,rec_info:au}},{display_text:t,query_text:t,trace_info:{item_id:"4373ba280c411581dfac36a97c7935ef",item_type:m,item_name:t,rec_info:av}}],result_page:{components:[{show_type:aa,title_config:{show_type:ad,data:{h1:a,h2:a},config:{display:b,txt_style:e,type:ac,display2:b,url:a}},request_config:[{source_type:F,related_name:aw}],puuid:I,tag:a,category:Z,uuid:ax}],global:{urp_static_data:[{name:aw,value:{status_code:e,columns:[{type:f,index_name:ay,key:ay},{type:f,index_name:az,key:az},{type:f,index_name:aA,key:aA},{type:f,index_name:aB,key:aB},{type:f,index_name:aC,key:aC}],datas:[{send_text:r,item_type:m,rec_info:at,display_text:r,rec_reason:a},{send_text:s,item_type:m,rec_info:au,display_text:s,rec_reason:a},{send_text:t,item_type:m,rec_info:av,display_text:t,rec_reason:a}],dataSize:F,status_msg:a}}],lowcode_type:an,interface_request_list:[],lowcode_json:{stack:b,visible:c,childLimit:ae,label:y,type:af,leaf:b,animate:[],version:ag,script:[],props:[],path:ah,isTransparent:c,style:{"background-color":a,"box-shadow":ai,color:a,width:h,"min-height":aj,position:z,height:h},isMaterial:b,id:y,needTheme:b,hasEditor:b,packed:b,events:[],child:[{readmeUrl:"https:",stack:b,visible:c,customStyle:a,childLimit:e,label:"路径推荐",type:"iwencai\u002FrecommendList",leaf:c,version:"1.12.0",animate:[],url:J,componentUuid:ax,script:[{name:aD,id:20240320,content:"return {\r\n  created: function created() {\r\n    this.isActive = !Boolean(this.$parent.$parent.$parent.$parent.$parent.$parent.question);\r\n    var showId ='tkPanel_bottomTag';\r\n  this.buryPointId = showId;\r\n  }\r\n};"}],props:{recommendList:[],isTransparent:c,renderType:"blue"},path:J,meta:{custom_editor_url:"\u002F\u002Fcdn.ainvest.com\u002FfrontResources\u002Fs\u002Ffoiegras\u002FrecommendList\u002F1.12.0\u002FrecommendList@1.12.0editor.js",js_url:J},style:{"background-color":a,margin:"-12px 0px -12px 0px",color:a,display:al,width:h,position:z,height:h},isMaterial:c,_id:am,id:aD,hasEditor:c,packed:b,events:[],isSetDefaultValue:c}]}},page:{layout:{layout_data:"[{\"uuid\":\"ztxxx06c0a024223920bbbeb1e0926\",\"showType\":\"lowcode\",\"children\":[]}]"},render_for:H,voice_txt:a,tracking_info:{},uuid:I},order:{is_auto:b,render_for:H,chart_type:"command",puuid:I}},tag_info_list:[],is_last:c},logs:[],extra:{}},{answer_path:"suggest\u002Finputs",section:{id:10000,info_texts:[],show_type:"choice",choice:[],result_page:{},tag_info_list:[],is_last:c},logs:[],extra:{}},{answer_path:"logs\u002Ftrace_debug",section:{id:1005,info_texts:[],show_type:k,choice:[],result_page:{},tag_info_list:[],is_last:c},logs:[],extra:{action_name:D,with_paid_index:b,no_refresh_answer:b,answer_source:{agent_id:a,agent_name:a,execute_mode:A,answer_chain_name:M},is_deep_research:b,deep_thinking:b,create_time:1743849313940},is_last:c}],questionItem:{data:{qStr:g,encodeFlag:b,imageData:o,docsData:[],quoteData:o},tplType:"question"},events:aE,agentId:a,param:{entity_info:{},add_info:{ori_question:g},event_list:aE,client_ip:a,question:g,user_id:u,user_name:a,trace_id:j,session_id:j,source:n,input_type:P}}],userId:u,userName:a,startTime:Q,mobileType:a,comeFrom:a,textConstants:{},dialogContainer:o,endSignal:b,theme:"white",showTracePopup:b,traceListData:[],chatTraceTargetIndex:e,traceTableData:o,showMask:b}},serverRendered:c,routePath:"\u002Faime\u002Fshare\u002Freliable-colbs-earnings-forecasts-914e69\u002F",config:{_app:{basePath:aF,assetsPath:aF,cdnURL:"\u002F\u002Fcdn.ainvest.com\u002FfrontResources\u002Fs\u002Fiwc-aime-seo\u002F"}}}}("",false,true,"other\u002FopenAnswer",0,"STR","How reliable are COLB's earnings forecasts?","auto",1,"b6e14209-a408-4fc6-babe-fdaf8a38f456","signal",2001,"llm_generated","ths_ainvest_lite_web",null,999,"rich_text","What are the potential risks to COLB's earnings growth?","What is the historical accuracy of COLB's earnings forecasts?","How do analysts rate COLB's earnings potential?","dp24685684","progress\u002Fsearching_for",1000,"searching_for","root","relative","agent","intusstock","COLB Earnings Forecast Accuracy","review stocks","185",3,"\u002F\u002Fcdn.ainvest.com\u002FfrontResources\u002Fs\u002Ffoiegras\u002Fearnings\u002F0.0.1\u002Fearnings@0.0.1index.js","aigc","39196","\u002F\u002Fcdn.ainvest.com\u002FfrontResources\u002Fs\u002Ffoiegras\u002FrecommendList\u002F1.12.0\u002FrecommendList@1.12.0index.js","Columbia Banking System (COLB) has demonstrated a relatively high level of earnings forecast accuracy, with an EPS surprise of 9.23% as of December 31, 2024. This positive surprise indicates that the bank's actual performance exceeded market expectations, suggesting a reliable earnings forecast model.\n\n","select   stock_code,   percentage_of_eps_surprise from   ustock_fin_forecast where   stock_code = 'COLB.O'","agent_common_v2\nagent-summary","normal_agent","NONE","typewrite",1743849304679,"stock","COLB.O","Columbia Banking System (COLB) has demonstrated a relatively high level of earnings forecast accuracy, with an EPS surprise of 9.23% as of December 31, 2024[^1]",". This positive surprise indicates that the bank's actual performance exceeded market expectations, suggesting a reliable earnings forecast model.\n\n","COLB","Columbia Banking System","\n``` visual\n{\"uuid\":\"6cd5a294-bfcc-41b1-97c0-e34658c96f17\"}\n```","result_page","custom","39192","code_entity","lowcode","gyyEarnings","1","title1",9999,"thslc\u002Fthslc-common-container","1.0.1","\u002F\u002Fcdn.ainvest.com\u002FfrontResources\u002Fs\u002Fkernel-thslc-resource\u002Fresource\u002Fainvest\u002F0Ae514cfA4\u002Fjs\u002F_thslc-common-container_1.0.1_index.js","0px 0px 0px","100%","iwencai\u002Fearnings","block",19,"shunda","market_code","code","stock_code","end_date","start_date","2+707_496_21_554+0+0+b6e14209-a408-4fc6-babe-fdaf8a38f456+0f87ac7b299f9b00ae201cddf17fafe8+llm_generated+aimeTagAnalysis+0+0.05296129360795021+1","2+707_496_21_554+0+0+b6e14209-a408-4fc6-babe-fdaf8a38f456+402547fcee3c50f114ce2539f4d3eae0+llm_generated+aimeTagAnalysis+0+0.046156033873558044+2","2+707_496_21_554+0+0+b6e14209-a408-4fc6-babe-fdaf8a38f456+4373ba280c411581dfac36a97c7935ef+llm_generated+aimeTagAnalysis+0+0.04475054889917374+3","recommend_query_list","ztxxx06c0a024223920bbbeb1e0926","send_text","item_type","rec_info","display_text","rec_reason","iwencai\u002FrecommendList0326",Array(0),"\u002F"));</script><script src="//cdn.ainvest.com/frontResources/s/iwc-aime-seo/b929a16.js" defer=""></script><script src="//cdn.ainvest.com/frontResources/s/iwc-aime-seo/28ccbec.js" defer=""></script><script src="//cdn.ainvest.com/frontResources/s/iwc-aime-seo/d9802b5.js" defer=""></script><script src="//cdn.ainvest.com/frontResources/s/iwc-aime-seo/2077034.js" defer=""></script><script src="//cdn.ainvest.com/frontResources/s/iwc-aime-seo/1e0f8d6.js" defer=""></script><script src="//cdn.ainvest.com/frontResources/s/iwc-aime-seo/7a5f495.js" defer=""></script><script src="//cdn.ainvest.com/frontResources/s/iwc-aime-seo/921844b.js" defer=""></script>