{"id":2341,"date":"2026-05-09T12:23:17","date_gmt":"2026-05-09T09:23:17","guid":{"rendered":"https:\/\/shareai.now\/?p=2341"},"modified":"2026-05-12T03:21:30","modified_gmt":"2026-05-12T00:21:30","slug":"cikarim-maliyetlerini-azaltin","status":"publish","type":"post","link":"https:\/\/shareai.now\/tr\/blog\/vaka-calismalari\/cikarim-maliyetlerini-azaltin\/","title":{"rendered":"\u00c7\u0131kar\u0131m Faturan\u0131z\u0131 Azalt\u0131n: ShareAI nas\u0131l \u00e7\u0131kar\u0131m maliyetini d\u00fc\u015f\u00fcr\u00fcyor"},"content":{"rendered":"<h2 class=\"wp-block-heading\">TL;DR: 2026'da \u00e7\u0131kar\u0131m maliyetinin azalt\u0131lmas\u0131<\/h2>\n\n\n\n<p>\u00c7o\u011fu ekip, tek bir \u201cg\u00fczel\u201d modeli se\u00e7ip her istekte ayn\u0131 \u015fekilde \u00e7al\u0131\u015ft\u0131rd\u0131\u011f\u0131 i\u00e7in fazla \u00f6deme yapar. <strong>ShareAI<\/strong> size yard\u0131mc\u0131 olur <strong>daha ucuz y\u00f6nlendirme<\/strong>, <strong>GPU'lar\u0131 daha iyi kullanma<\/strong>, ve <strong>harcamay\u0131 s\u0131n\u0131rlama<\/strong> UX'i bozmadan. Sadece denemek istiyorsan\u0131z, <strong>Playground'da<\/strong> ve daha ucuz bir modeli yan yana kar\u015f\u0131la\u015ft\u0131r\u0131n: <a href=\"https:\/\/console.shareai.now\/chat\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=reduce-inference-costs\">A\u00e7\u0131k Oyun Alan\u0131<\/a> \u2192 ard\u0131ndan ayn\u0131 API ile prod'a y\u00fckseltin.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u00c7\u0131kar\u0131m maliyetleri nas\u0131l birikir (ve nerede kesilir)<\/h2>\n\n\n\n<p><strong>LLM maliyetleri geliri a\u015fabilir<\/strong> hesaplama, tokenlar, API \u00e7a\u011fr\u0131lar\u0131 ve depolama kontrol edilmedi\u011finde\u2014yaln\u0131zca bulut \u00f6rnekleri bile <em>ayda on binlerce dolara ula\u015fabilir<\/em> dikkatli bir optimizasyon olmadan.<\/p>\n\n\n\n<p><strong>Ana maliyet unsurlar\u0131<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Model boyutu ve karma\u015f\u0131kl\u0131\u011f\u0131<\/strong>, <strong>giri\u015f\/\u00e7\u0131k\u0131\u015f uzunlu\u011fu<\/strong>, <strong>gecikme ihtiya\u00e7lar\u0131<\/strong>, ve <strong>tokenizasyon<\/strong> hakim olmak <em>\u00e7\u0131kar\u0131m maliyeti<\/em>.<\/li>\n\n\n\n<li><strong>Spot\/rezerve edilmi\u015f \u00f6rnekler<\/strong> hesaplamay\u0131 \u015fu \u015fekilde azaltabilir <strong>75\u201390%<\/strong> (i\u015f y\u00fck\u00fcn\u00fcz ve SLO'lar\u0131n\u0131z izin verdi\u011finde).<\/li>\n\n\n\n<li><strong>Token fiyatlar\u0131 b\u00fcy\u00fck \u00f6l\u00e7\u00fcde de\u011fi\u015fir<\/strong> katmanlar aras\u0131nda (\u00f6r. frontier vs compact modeller). Modeli g\u00f6reve uygun hale getirin.<\/li>\n<\/ul>\n\n\n\n<p><strong>Token ve API optimizasyonu<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Uygula <strong>istem m\u00fchendisli\u011fi, ba\u011flam k\u0131rpma ve \u00e7\u0131kt\u0131 s\u0131n\u0131rlar\u0131<\/strong> jeton kullan\u0131m\u0131n\u0131 azaltmak i\u00e7in\u2014<strong>genellikle \u201390+<\/strong> rutin aramalarda tasarruf.<\/li>\n\n\n\n<li><strong>G\u00f6rev ba\u015f\u0131na do\u011fru model seviyesini se\u00e7in:<\/strong> basit g\u00f6revler i\u00e7in k\u00fc\u00e7\u00fck; yaln\u0131zca karma\u015f\u0131k ak\u0131l y\u00fcr\u00fctme i\u00e7in daha b\u00fcy\u00fck.<\/li>\n\n\n\n<li>Kullan <strong>toplu i\u015fleme ve ak\u0131ll\u0131 API kullan\u0131m\u0131<\/strong> maliyetleri d\u00fc\u015f\u00fcrmek i\u00e7in (~<strong>50%<\/strong> baz\u0131 i\u015f y\u00fcklerinde).<\/li>\n<\/ul>\n\n\n\n<p><strong>\u00d6nbellekleme, y\u00f6nlendirme ve \u00f6l\u00e7ekleme<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Y\u00fck dengeleme ve y\u00f6nlendirme<\/strong> (kullan\u0131ma dayal\u0131, gecikmeye dayal\u0131, hibrit) verimlili\u011fi art\u0131r\u0131r ve p95'i kontrol alt\u0131nda tutar.<\/li>\n\n\n\n<li><strong>\u00d6nbellekleme ve anlamsal \u00f6nbellekleme<\/strong> maliyetleri azaltabilir <strong>\u201375+<\/strong> isabet oran\u0131na ba\u011fl\u0131 olarak.<\/li>\n\n\n\n<li><strong>Kendi kendini y\u00f6neten asistanlar ve dinamik y\u00f6nlendirme<\/strong> rutin olarak teslim eder <strong>~49\u201378%+<\/strong> daha ucuz temel de\u011ferlerle birle\u015ftirildi\u011finde tasarruf sa\u011flar.<\/li>\n<\/ul>\n\n\n\n<p><strong>Maliyet kontrol\u00fc i\u00e7in a\u00e7\u0131k kaynak ara\u00e7lar<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Langfuse<\/strong> izleme\/kay\u0131t tutma ve <strong>istek ba\u015f\u0131na maliyet d\u00f6k\u00fcmleri i\u00e7in<\/strong>.<\/li>\n\n\n\n<li><strong>OpenLIT<\/strong> (OpenTelemetry-uyumlu) <strong>AI'ye \u00f6zg\u00fc metrikler i\u00e7in<\/strong> anlamsal geri d\u00f6n\u00fc\u015f.<\/li>\n\n\n\n<li><strong>Helicone<\/strong> bir vekil olarak <strong>\u00f6nbellekleme, h\u0131z s\u0131n\u0131rlama, kay\u0131t tutma<\/strong>\u2014genellikle <strong>30\u201350%+<\/strong> minimum kod de\u011fi\u015fiklikleriyle tasarruf.<\/li>\n<\/ul>\n\n\n\n<p><strong>\u0130zleme, y\u00f6netim ve g\u00fcvenlik<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Her \u015feyi enstr\u00fcman haline getirin<\/strong> (OpenTelemetry\/OpenLIT): harcama, tokenlar, \u00f6nbellek isabet oranlar\u0131 i\u00e7in panolar.<\/li>\n\n\n\n<li><strong>D\u00fczenli maliyet incelemeleri yap\u0131n<\/strong> i\u015flem t\u00fcr\u00fc ba\u015f\u0131na kar\u015f\u0131la\u015ft\u0131rmalarla.<\/li>\n\n\n\n<li>Uygula <strong>RBAC, \u015fifreleme, denetim izleri, uyumluluk<\/strong> (\u00f6r. SOC2\/GDPR) ve <strong>istemci enjeksiyonuna kar\u015f\u0131 e\u011fitim<\/strong> sistemleri ve b\u00fct\u00e7eyi korumak i\u00e7in.<\/li>\n<\/ul>\n\n\n\n<p><strong>B\u00fcy\u00fck resim<\/strong><br>Etkili <em>\u00e7\u0131kar\u0131m maliyeti azaltma<\/em> = <strong>izleme + optimizasyon + y\u00f6netim<\/strong>, \u015feffafl\u0131k ve esneklik i\u00e7in a\u00e7\u0131k kaynak ara\u00e7larla. Ama\u00e7 sadece harcamalar\u0131 azaltmak de\u011fil\u2014maksimuma \u00e7\u0131karmakt\u0131r. <strong>YG\u00d6<\/strong> kal\u0131rken <strong>\u00f6l\u00e7eklenebilir ve g\u00fcvenli<\/strong> kullan\u0131m artt\u0131k\u00e7a.<\/p>\n\n\n\n<p>Ba\u015flamadan \u00f6nce bir \u00f6n bilgiye mi ihtiyac\u0131n\u0131z var? \u015euna bak\u0131n <strong>Belgeler<\/strong> ve <strong>API H\u0131zl\u0131 Ba\u015flang\u0131\u00e7<\/strong>:<br>\u2022 Belgeler: <a href=\"https:\/\/shareai.now\/documentation\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=reduce-inference-costs\">https:\/\/shareai.now\/documentation\/<\/a><br>\u2022 API H\u0131zl\u0131 Ba\u015flang\u0131\u00e7: <a href=\"https:\/\/shareai.now\/docs\/api\/using-the-api\/getting-started-with-shareai-api\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=reduce-inference-costs\">https:\/\/shareai.now\/docs\/api\/using-the-api\/getting-started-with-shareai-api\/<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Fiyatland\u0131rma modelleri kar\u015f\u0131la\u015ft\u0131r\u0131ld\u0131<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Jeton ba\u015f\u0131na vs saniye ba\u015f\u0131na vs istek ba\u015f\u0131na.<\/strong> Fiyatland\u0131rmay\u0131 trafik \u015feklinize uyarlay\u0131n. E\u011fer istemleriniz k\u0131sa ve \u00e7\u0131kt\u0131lar s\u0131n\u0131rl\u0131ysa, <em>istek ba\u015f\u0131na<\/em> kazanabilir. Uzun ba\u011flaml\u0131 RAG i\u00e7in, <em>jeton ba\u015f\u0131na<\/em> \u00f6nbellekleme ve par\u00e7alama ile kazan\u0131r.<\/li>\n\n\n\n<li><strong>Talep \u00fczerine vs rezerve vs spot.<\/strong> Patlamal\u0131 uygulamalar \u015fundan faydalan\u0131r <em>pazar yerleri<\/em> bo\u015fta kapasite ile; sabit, y\u00fcksek hacimli i\u015f y\u00fckleri ayr\u0131lm\u0131\u015f veya spot olanlar\u0131 sevebilir\u2014failover ile.<\/li>\n\n\n\n<li><strong>Kendi kendine bar\u0131nd\u0131r\u0131lan vs y\u00f6netilen vs pazar yeri.<\/strong> DIY kontrol sa\u011flar; y\u00f6netilen h\u0131z sa\u011flar; <em>pazar yerleri<\/em> ShareAI gibi geni\u015f <em>model alternatiflerini<\/em> ve <em>fiyat \u00e7e\u015fitlili\u011fini<\/em> \u00fcretim seviyesinde DX ile harmanlar.<\/li>\n<\/ul>\n\n\n\n<p>Mevcut olanlar\u0131 <strong>Modeller<\/strong> ve fiyatlar\u0131 ke\u015ffedin: <a href=\"https:\/\/shareai.now\/models\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=reduce-inference-costs\">https:\/\/shareai.now\/models\/<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">ShareAI nas\u0131l ucuz \u00e7\u0131kar\u0131m sa\u011flar<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"547\" src=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/shareai-1024x547.jpg\" alt=\"\u00e7\u0131kar\u0131m maliyeti azaltma\" class=\"wp-image-1672\" srcset=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/shareai-1024x547.jpg 1024w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/shareai-300x160.jpg 300w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/shareai-768x410.jpg 768w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/shareai-1536x820.jpg 1536w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/shareai.jpg 1896w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>ShareAI, GPU'lar\u0131n ve sunucular\u0131n \u201c\u00f6l\u00fc zamanlar\u0131ndan\u201d faydalan\u0131r.<\/strong><br>\u00c7o\u011fu GPU filosu i\u015fler aras\u0131nda veya yo\u011fun olmayan saatlerde yeterince kullan\u0131lmaz. ShareAI bunu toplar <strong>bo\u015fta zaman kapasitesi<\/strong> hedefleyebilece\u011finiz fiyat-verimli havuzlara <strong>d\u00fc\u015f\u00fck maliyetli \u00e7\u0131kar\u0131m<\/strong> gecikme b\u00fct\u00e7eniz izin verdi\u011finde. \u00dcretim seviyesinde d\u00fczenleme elde edersiniz <strong>maliyet-\u00f6ncelikli y\u00f6nlendirme<\/strong>, sa\u011flay\u0131c\u0131lar ise kullan\u0131m oran\u0131n\u0131 art\u0131r\u0131r.<\/p>\n\n\n\n<p><strong>GPU sahipleri, aksi takdirde bo\u015fa gidecek olan i\u00e7in \u00f6deme al\u0131r.<\/strong><br>GPU'lara zaten maliyet yat\u0131r\u0131m\u0131 yapt\u0131ysan\u0131z, bo\u015fta ge\u00e7en d\u00f6nemler saf kay\u0131pt\u0131r. ShareAI arac\u0131l\u0131\u011f\u0131yla, <strong>sa\u011flay\u0131c\u0131lar bo\u015f kapasiteyi paraya \u00e7evirir<\/strong> bunun yerine\u2014bo\u015fta ge\u00e7en zaman\u0131 gelire d\u00f6n\u00fc\u015ft\u00fcr\u00fcr. Bu tedarik\u00e7i te\u015fviki, al\u0131c\u0131lar i\u00e7in mevcut <strong>ucuz \u00e7\u0131kar\u0131m<\/strong> envanterini art\u0131r\u0131r ve pazar genelinde rekabet\u00e7i fiyatland\u0131rmay\u0131 te\u015fvik eder.<\/p>\n\n\n\n<p><strong>Te\u015fvikler, fiyatlar\u0131 d\u00fc\u015f\u00fck tutmak i\u00e7in piyasay\u0131 hizalar.<\/strong><br>\u00c7\u00fcnk\u00fc sa\u011flay\u0131c\u0131lar bo\u015fta ge\u00e7en zaman \u00fczerinden kazan\u0131r\u2014ve al\u0131c\u0131lar programatik olarak <strong>bo\u015fta zaman havuzlar\u0131n\u0131<\/strong> (her zaman a\u00e7\u0131k olanlara SLA fark\u0131ndal\u0131kl\u0131 yedekleme ile) tercih edebilir\u2014her iki taraf da kazan\u0131r. Pazar dinami\u011fi te\u015fvik eder <strong>\u015feffaf fiyatland\u0131rma<\/strong>, sa\u011fl\u0131kl\u0131 rekabet ve s\u00fcrekli iyile\u015ftirmeler <strong>fiyat\/performans<\/strong>, bu do\u011frudan \u015fu anlama gelir <strong>\u00e7\u0131kar\u0131m maliyeti azaltma<\/strong> i\u015f y\u00fckleriniz i\u00e7in.<\/p>\n\n\n\n<p><strong>Bunu pratikte nas\u0131l kullanaca\u011f\u0131n\u0131z<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Tercih edin <strong>bo\u015fta zaman havuzlar\u0131n\u0131<\/strong> toplu i\u015fler, geri doldurmalar ve acil olmayan i\u015f y\u00fckleri i\u00e7in.<\/li>\n\n\n\n<li>Etkinle\u015ftir <strong>otomatik hata tolerans\u0131<\/strong> ger\u00e7ek zamanl\u0131 u\u00e7 noktalar i\u00e7in her zaman a\u00e7\u0131k kapasite, b\u00f6ylece UX sorunsuz kal\u0131r.<\/li>\n\n\n\n<li>Bunu \u015fununla birle\u015ftirin <strong>istem kesme, \u00e7\u0131kt\u0131 s\u0131n\u0131rlar\u0131, \u00f6nbellekleme ve toplama<\/strong> tasarruflar\u0131 katlamak i\u00e7in.<\/li>\n\n\n\n<li>Her \u015feyi Konsol ve Oyun Alan\u0131 \u00fczerinden y\u00f6netin; ayn\u0131 yap\u0131land\u0131rma \u00fcretime ge\u00e7er.<\/li>\n<\/ul>\n\n\n\n<p>H\u0131zl\u0131 ba\u015flang\u0131\u00e7: Oyun Alan\u0131 <a href=\"https:\/\/console.shareai.now\/chat\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=reduce-inference-costs\">https:\/\/console.shareai.now\/chat\/<\/a> \u2022 API Anahtar\u0131 Olu\u015ftur <a href=\"https:\/\/console.shareai.now\/app\/api-key\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=reduce-inference-costs\">https:\/\/console.shareai.now\/app\/api-key\/<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Tezgah d\u00fczeyinde maliyet senaryolar\u0131 (ger\u00e7ekte \u00f6dedi\u011finiz \u015fey)<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>K\u0131sa istemler (sohbet\/asistanlar).<\/strong> K\u00fc\u00e7\u00fck bir talimatla ayarlanm\u0131\u015f modelle ba\u015flay\u0131n. Maksimum tokenleri s\u0131n\u0131rlay\u0131n; ak\u0131\u015f\u0131 etkinle\u015ftirin; d\u00fc\u015f\u00fck g\u00fcven durumunda yukar\u0131 y\u00f6nlendirin.<\/li>\n\n\n\n<li><strong>Uzun ba\u011flaml\u0131 RAG.<\/strong> Ak\u0131ll\u0131ca par\u00e7alara ay\u0131r\u0131n; \u00f6ns\u00f6z\u00fc en aza indirin; token-verimli modeller kullan\u0131n; <em>jeton ba\u015f\u0131na<\/em> KV \u00f6nbellekleme ile fiyatland\u0131rmay\u0131 tercih edin.<\/li>\n\n\n\n<li><strong>Yap\u0131land\u0131r\u0131lm\u0131\u015f \u00e7\u0131kar\u0131m ve i\u015flev \u00e7a\u011fr\u0131s\u0131.<\/strong> Daha k\u00fc\u00e7\u00fck modelleri kat\u0131 \u015femalarla tercih edin; a\u015f\u0131r\u0131 \u00fcretimi \u00f6nlemek i\u00e7in durdurma dizilerini ayarlay\u0131n.<\/li>\n\n\n\n<li><strong>\u00c7ok modlu (g\u00f6r\u00fcnt\u00fc anlama).<\/strong> G\u00f6r\u00fcnt\u00fc \u00e7a\u011fr\u0131lar\u0131n\u0131 s\u0131n\u0131rland\u0131r\u0131n\u2014\u00f6nce ucuz bir yaln\u0131zca metin kontrol\u00fc \u00e7al\u0131\u015ft\u0131r\u0131n.<\/li>\n\n\n\n<li><strong>Ak\u0131\u015f vs toplu i\u015fler.<\/strong> Toplu \u00f6zetler i\u00e7in, toplu pencereyi geni\u015fletin ve zaman a\u015f\u0131m\u0131n\u0131 uzatarak kullan\u0131m oran\u0131n\u0131 art\u0131r\u0131n (ve <em>\u00e7\u0131kar\u0131m<\/em> birim maliyetini d\u00fc\u015f\u00fcr\u00fcn).<\/li>\n<\/ul>\n\n\n\n<p>Model se\u00e7eneklerini ve fiyatlar\u0131n\u0131 ke\u015ffedin: <a href=\"https:\/\/shareai.now\/models\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=reduce-inference-costs\">https:\/\/shareai.now\/models\/<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Karar matrisi: do\u011fru alternatifi se\u00e7in.<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Kullan\u0131m durumu<\/th><th>Gecikme b\u00fct\u00e7esi<\/th><th>Hacim<\/th><th>Maliyet tavan\u0131<\/th><th>\u00d6nerilen yol<\/th><\/tr><\/thead><tbody><tr><td>K\u0131sa istemlerle Sohbet UX'i<\/td><td>\u2264300 ms ilk jeton<\/td><td>Y\u00fcksek<\/td><td>S\u0131k\u0131<\/td><td>ShareAI y\u00f6nlendirme \u2192 varsay\u0131lan kompakt model; ba\u015far\u0131s\u0131zl\u0131k durumunda geri d\u00f6n\u00fc\u015f<\/td><\/tr><tr><td>Uzun belgelerle RAG<\/td><td>\u22641.2 s ilk jeton<\/td><td>Orta<\/td><td>Orta<\/td><td>ShareAI + jeton ba\u015f\u0131na fiyatland\u0131rma; KV \u00f6nbelle\u011fi; k\u0131rp\u0131lm\u0131\u015f istemler<\/td><\/tr><tr><td>Yap\u0131land\u0131r\u0131lm\u0131\u015f \u00e7\u0131kar\u0131m<\/td><td>\u2264500 ms<\/td><td>Y\u00fcksek<\/td><td>\u00c7ok s\u0131k\u0131<\/td><td>ShareAI + dam\u0131t\u0131lm\u0131\u015f\/kuantize edilmi\u015f model; kat\u0131 durdurma belirte\u00e7leri<\/td><\/tr><tr><td>Ara s\u0131ra karma\u015f\u0131k g\u00f6revler<\/td><td>Esnek<\/td><td>D\u00fc\u015f\u00fck<\/td><td>Esnek<\/td><td>Bu \u00e7a\u011fr\u0131lar i\u00e7in y\u00f6netilen API; geri kalan i\u00e7in ShareAI<\/td><\/tr><tr><td>Kurumsal gizlilik\/yerinde<\/td><td>\u2264800 ms<\/td><td>Orta<\/td><td>Orta<\/td><td>vLLM'i kendi kendine bar\u0131nd\u0131r; yine de ta\u015fma durumunda ShareAI \u00fczerinden y\u00f6nlendir<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Ge\u00e7i\u015f rehberi: UX'i bozmadan maliyetleri d\u00fc\u015f\u00fcr\u00fcn<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1) Denetim<\/h3>\n\n\n\n<p>\u015eimdi belirte\u00e7 kullan\u0131m\u0131n\u0131 izleyin. Bulun <strong>s\u0131cak yollar<\/strong> ve a\u015f\u0131r\u0131 uzun istemler.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2) De\u011fi\u015fim plan\u0131<\/h3>\n\n\n\n<p>Her u\u00e7 nokta i\u00e7in daha ucuz bir temel se\u00e7in; e\u015fde\u011ferlik metriklerini tan\u0131mlay\u0131n (kalite, gecikme, i\u015flev \u00e7a\u011fr\u0131s\u0131 do\u011frulu\u011fu). Bir \u201cacil durum\u201d \u00f6l\u00e7eklendirme yolu haz\u0131rlay\u0131n.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3) Yay\u0131l\u0131m<\/h3>\n\n\n\n<p>Kullan <strong>kanarya y\u00f6nlendirme<\/strong> (\u00f6r. 1 trafik) b\u00fct\u00e7e alarmlar\u0131yla. SLO panolar\u0131n\u0131 \u00fcr\u00fcn + destek i\u00e7in g\u00f6r\u00fcn\u00fcr tutun.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4) Kesim sonras\u0131 QA<\/h3>\n\n\n\n<p>\u0130zle <strong>gecikme<\/strong>, <strong>kalite kaymas\u0131<\/strong>, ve <strong>birim maliyet<\/strong> haftal\u0131k. Uygula <strong>sert s\u0131n\u0131rlar<\/strong> lansman pencereleri s\u0131ras\u0131nda.<\/p>\n\n\n\n<p>Anahtarlar\u0131, faturaland\u0131rmay\u0131 ve s\u00fcr\u00fcmleri burada y\u00f6netin:<br>\u2022 API Anahtar\u0131 Olu\u015ftur: <a href=\"https:\/\/console.shareai.now\/app\/api-key\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=reduce-inference-costs\">https:\/\/console.shareai.now\/app\/api-key\/<\/a><br>\u2022 Faturaland\u0131rma: <a href=\"https:\/\/console.shareai.now\/app\/billing\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=reduce-inference-costs\">https:\/\/console.shareai.now\/app\/billing\/<\/a><br>\u2022 S\u00fcr\u00fcmler: <a href=\"https:\/\/shareai.now\/releases\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=reduce-inference-costs\">https:\/\/shareai.now\/releases\/<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">SSS: ShareAI'nin parlad\u0131\u011f\u0131 yer (maliyet odakl\u0131)<\/h2>\n\n\n\n<p><strong>S1: ShareAI tam olarak nas\u0131l talep ba\u015f\u0131na maliyetimi d\u00fc\u015f\u00fcr\u00fcyor?<\/strong><br>Birle\u015ftirerek <strong>bo\u015fta ge\u00e7en s\u00fcre GPU kapasitesi<\/strong>, sizi y\u00f6nlendirerek <strong>en ucuz uygun<\/strong> sa\u011flay\u0131c\u0131lara, <strong>toplu i\u015fleme<\/strong> uyumlu talepler, <strong>KV \u00f6nbelle\u011fini yeniden kullanma<\/strong> desteklendi\u011fi yerlerde ve zorlayarak <strong>b\u00fct\u00e7eler\/s\u0131n\u0131rlar<\/strong> b\u00f6ylece kontrols\u00fcz i\u015fler para harcamadan \u00f6nce durur.<\/p>\n\n\n\n<p><strong>S2: Daha ucuz modellere ge\u00e7erken kaliteyi koruyabilir miyim?<\/strong><br>Evet\u2014pahal\u0131 modeli bir <strong>geri d\u00f6n\u00fc\u015f<\/strong>. olarak kullan\u0131n. Ger\u00e7ek g\u00f6revlerinizde de\u011ferlendirmeler yap\u0131n, g\u00fcven\/heuristikler belirleyin ve yaln\u0131zca daha ucuz model ba\u015far\u0131s\u0131z oldu\u011funda y\u00fckseltin.<\/p>\n\n\n\n<p><strong>S3: B\u00fct\u00e7eler, uyar\u0131lar ve kesin s\u0131n\u0131rlar nas\u0131l \u00e7al\u0131\u015f\u0131r?<\/strong><br>Bir <strong>proje b\u00fct\u00e7esi belirlersiniz<\/strong> ve iste\u011fe ba\u011fl\u0131 <strong>\u00fcst s\u0131n\u0131r<\/strong>. Harcamalar e\u015fiklere yakla\u015ft\u0131\u011f\u0131nda, ShareAI uyar\u0131lar g\u00f6nderir; s\u0131n\u0131rda, <strong>durdurur<\/strong> politikaya g\u00f6re yeni harcamalar\u0131, siz bunu kald\u0131rana kadar.<\/p>\n\n\n\n<p><strong>S4: Trafik art\u0131\u015flar\u0131 veya so\u011fuk ba\u015flang\u0131\u00e7lar s\u0131ras\u0131nda ne olur?<\/strong><br>Tercih edin <strong>bo\u015fta zaman havuzlar\u0131n\u0131<\/strong> fiyat i\u00e7in, ancak failover'\u0131 etkinle\u015ftir <strong>her zaman a\u00e7\u0131k<\/strong> p95 korumas\u0131 i\u00e7in kapasite. ShareAI\u2019nin orkestrasyonu, SLO\u2019lar\u0131n\u0131z\u0131 sabit tutarken \u00e7o\u011fu zaman ucuz sat\u0131n almay\u0131 sa\u011flar.<\/p>\n\n\n\n<p><strong>S5: Hibrit y\u0131\u011f\u0131nlar\u0131 destekliyor musunuz (baz\u0131 ShareAI, baz\u0131lar\u0131 kendi bar\u0131nd\u0131r\u0131lan)?<\/strong><br>Evet. Bir\u00e7ok ekip dar bir model setini kendi bar\u0131nd\u0131r\u0131r (\u00f6rne\u011fin, y\u00fcksek hacimde \u00e7\u0131kar\u0131m) ve geri kalan her \u015fey i\u00e7in ShareAI kullan\u0131r\u2014dahil <strong>patlama y\u00f6nlendirme<\/strong> k\u00fcmeleri doldu\u011funda.<\/p>\n\n\n\n<p><strong>S6: Sa\u011flay\u0131c\u0131lar nas\u0131l kat\u0131l\u0131r ve fiyatlar\u0131 d\u00fc\u015f\u00fck tutan nedir?<\/strong><br>Sa\u011flay\u0131c\u0131lar (topluluk veya \u015firket) standart y\u00fckleyicilerle (Windows\/Ubuntu\/macOS\/Docker) kat\u0131labilir. Te\u015fvikler ve <strong>bo\u015fta ge\u00e7en zaman i\u00e7in \u00f6deme<\/strong> kat\u0131l\u0131m\u0131 te\u015fvik edin ve <strong>rekabet\u00e7i fiyatland\u0131rma<\/strong>. Daha fazla bilgi edinin <strong>Sa\u011flay\u0131c\u0131 K\u0131lavuzu<\/strong>: <a href=\"https:\/\/shareai.now\/docs\/provider\/manage\/overview\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=reduce-inference-costs\">https:\/\/shareai.now\/docs\/provider\/manage\/overview\/<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Sa\u011flay\u0131c\u0131 bilgileri (Alternatifler ba\u011flam\u0131nda)<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Kim sa\u011flar:<\/strong> Topluluk ve \u015firket sa\u011flay\u0131c\u0131lar\u0131.<\/li>\n\n\n\n<li><strong>Y\u00fckleyiciler:<\/strong> Windows \/ Ubuntu \/ macOS \/ Docker.<\/li>\n\n\n\n<li><strong>Envanter:<\/strong> <strong>Bo\u015fta ge\u00e7en s\u00fcre<\/strong> havuzlar (en d\u00fc\u015f\u00fck fiyat, esnek) ve <strong>her zaman a\u00e7\u0131k<\/strong> havuzlar (en d\u00fc\u015f\u00fck gecikme).<\/li>\n\n\n\n<li><strong>Te\u015fvikler:<\/strong> Sa\u011flay\u0131c\u0131lar <strong>bo\u015fta ge\u00e7en s\u00fcre i\u00e7in \u00f6deme al\u0131r<\/strong>, s\u00fcrekli arz\u0131 te\u015fvik eder ve fiyatlar\u0131 d\u00fc\u015f\u00fcr\u00fcr.<\/li>\n\n\n\n<li><strong>Avantajlar:<\/strong> Sa\u011flay\u0131c\u0131 taraf\u0131 fiyat kontrol\u00fc ve tercihli g\u00f6r\u00fcn\u00fcrl\u00fck.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Sonu\u00e7: \u015fimdi \u00e7\u0131kar\u0131m maliyetlerini azalt\u0131n<\/h2>\n\n\n\n<p>E\u011fer hedefiniz <em>\u00e7\u0131kar\u0131m maliyeti azaltma<\/em> ba\u015fka bir yeniden yazma olmadan, daha ucuz bir temel \u00f6l\u00e7\u00fctle ba\u015flay\u0131n <strong>Playground'da<\/strong>, y\u00f6nlendirme + b\u00fct\u00e7eleri etkinle\u015ftirin ve zor istemler i\u00e7in bir \u00fcst d\u00fczey yol b\u0131rak\u0131n. Alacaks\u0131n\u0131z <strong>ucuz \u00e7\u0131kar\u0131m<\/strong> \u00e7o\u011fu zaman\u2014ve yaln\u0131zca gerekti\u011finde premium kalite.<\/p>\n\n\n\n<p><strong>H\u0131zl\u0131 ba\u011flant\u0131lar<\/strong><br>\u2022 G\u00f6z at <strong>Modeller<\/strong>: <a href=\"https:\/\/shareai.now\/models\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=reduce-inference-costs\">https:\/\/shareai.now\/models\/<\/a><br>\u2022 <strong>Playground'da<\/strong>: <a href=\"https:\/\/console.shareai.now\/chat\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=reduce-inference-costs\">https:\/\/console.shareai.now\/chat\/<\/a><br>\u2022 <strong>Belgeler<\/strong>: <a href=\"https:\/\/shareai.now\/documentation\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=reduce-inference-costs\">https:\/\/shareai.now\/documentation\/<\/a><br>\u2022 <strong>Giri\u015f yap \/ Kaydol<\/strong>: <a href=\"https:\/\/console.shareai.now\/?login=true&amp;type=login&amp;utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=reduce-inference-costs\">https:\/\/console.shareai.now\/<\/a><\/p>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>TL;DR: \u00c7\u0131kar\u0131m maliyeti azaltma \u00c7o\u011fu ekip, tek bir \u201cg\u00fczel\u201d model se\u00e7ip her istekte ayn\u0131 \u015fekilde \u00e7al\u0131\u015ft\u0131rd\u0131\u011f\u0131 i\u00e7in fazla \u00f6deme yapar. ShareAI, daha ucuz y\u00f6nlendirme yapman\u0131za, GPU'lar\u0131 daha iyi kullanman\u0131za ve UX'i bozmadan harcamay\u0131 s\u0131n\u0131rlaman\u0131za yard\u0131mc\u0131 olur. Sadece denemek istiyorsan\u0131z, Playground'u a\u00e7\u0131n ve daha ucuz bir modeli yan yana kar\u015f\u0131la\u015ft\u0131r\u0131n: A\u00e7 [\u2026]<\/p>","protected":false},"author":3,"featured_media":2343,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"cta-title":"","cta-description":"","cta-button-text":"","cta-button-link":"","rank_math_title":"Inference Cost Reduction: Cheap Inference [sai_current_year]","rank_math_description":"Looking for inference cost reduction? Use ShareAI\u2019s idle-time GPU pools, smart routing, and hard budgets to get cheap inference without breaking UX.","rank_math_focus_keyword":"inference cost reduction,cheap inference,inference cost","footnotes":""},"categories":[2],"tags":[],"class_list":["post-2341","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-case-studies"],"_links":{"self":[{"href":"https:\/\/shareai.now\/tr\/api\/wp\/v2\/posts\/2341","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/shareai.now\/tr\/api\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/shareai.now\/tr\/api\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/shareai.now\/tr\/api\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/shareai.now\/tr\/api\/wp\/v2\/comments?post=2341"}],"version-history":[{"count":2,"href":"https:\/\/shareai.now\/tr\/api\/wp\/v2\/posts\/2341\/revisions"}],"predecessor-version":[{"id":2344,"href":"https:\/\/shareai.now\/tr\/api\/wp\/v2\/posts\/2341\/revisions\/2344"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/shareai.now\/tr\/api\/wp\/v2\/media\/2343"}],"wp:attachment":[{"href":"https:\/\/shareai.now\/tr\/api\/wp\/v2\/media?parent=2341"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shareai.now\/tr\/api\/wp\/v2\/categories?post=2341"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shareai.now\/tr\/api\/wp\/v2\/tags?post=2341"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}