Mafi Kyawun LiteLLM Madadin 2026: Me yasa ShareAI Yake #1

Idan ka gwada wakilin nauyi mai sauƙi kuma yanzu kana buƙatar farashin bayyananne, juriya mai yawa daga masu samarwa, da ƙarancin nauyin aiki, mai yiwuwa kana neman Madadin LiteLLM. Wannan jagorar yana kwatanta kayan aikin da ƙungiyoyi ke ainihin kimantawa—RabaAI (eh, shine zaɓin #1), Eden AI, Portkey, Kong AI Gateway, ORQ AI, Haɗa, kuma BudeRouter—kuma yana bayyana lokacin da kowanne ya dace. Mun rufe ma'aunin kimantawa, farashi/TCO, da tsare-tsaren sauyawa mai sauri daga LiteLLM → ShareAI tare da misalan API na kwafi-manna.

TL;DR: Zaɓi RabaAI idan kana son API ɗaya a duk masu samarwa da yawa, kasuwa mai bayyananne (farashi, jinkiri, lokacin aiki, samuwa, nau'in mai samarwa), da sauyawa nan take—yayinda 70% na kashewa ya tafi ga mutanen da ke ci gaba da yin samfurori akan layi. Shine API na AI da Mutane ke Tallafawa.

An sabunta don dacewa — Fabrairu 2026

Yanayin madadin yana canzawa da sauri. Wannan shafin yana taimaka wa masu yanke shawara su yanke hayaniya: fahimtar abin da mai haɗawa ke yi vs. ƙofa, kwatanta ciniki na ainihi, da fara gwaji cikin mintuna.

LiteLLM a cikin mahallin: mai haɗawa, ƙofa, ko tsari?

LiteLLM yana ba da saman da ya dace da OpenAI a duk masu samarwa da yawa kuma yana iya gudana azaman ƙaramin wakili/ƙofa. Yana da kyau don gwaje-gwaje masu sauri ko ƙungiyoyi da suka fi son sarrafa shim ɗinsu. Yayin da nauyin aiki ke girma, ƙungiyoyi yawanci suna tambayar ƙari: bayyananniyar kasuwa (duba farashi/jinkiri/lokacin aiki kafin hanya), juriya ba tare da kiyaye ƙarin kayan aiki akan layi ba, da gudanarwa a duk ayyukan.

Mai haɗawa: API ɗaya akan samfura/masu samarwa da yawa tare da hanya/sauyawa da bayyananniyar farashi/jinkiri.
Ƙofa: manufofi/kimiyyar lissafi a gefen (BYO masu samarwa) don tsaro da gudanarwa.
Tsarawa: masu gina hanyoyin aiki don motsawa daga gwaje-gwaje zuwa samarwa a cikin ƙungiyoyi.

Yadda muka tantance madadin LiteLLM

• Faɗin samfurin & rashin son kai — buɗe + samfuran masu samarwa ba tare da sake rubutawa ba.
• Jinkiri & juriya — manufofin hanya, lokutan jira/sake gwadawa, sauyawa nan take.
• Gudanarwa & tsaro — sarrafa maɓalli, iyakokin samun dama, matsayin sirri.
• Iya lura — rajistoci, sawu, allon farashi/jinkiri.
• Bayyanar farashi & TCO — duba farashi/jinkiri/lokacin aiki/samun dama kafin aika zirga-zirga.
• Kwarewar masu haɓakawa — takardu, farawa da sauri, SDKs, Playground; lokaci-zuwa-farko-alama.
• Tattalin arzikin hanyar sadarwa — kuɗin ku ya kamata ya haɓaka wadatar; ShareAI yana tura 70% zuwa masu samarwa.

#1 — ShareAI (Mutum-Powered AI API)

RabaAI API na AI mai amfani da mutane, mai amfani da masu samarwa da yawa. Tare da ƙarshen REST guda ɗaya zaku iya gudanar da samfura 150+ a cikin masu samarwa, kwatanta farashi, samun dama, jinkiri, lokacin aiki, da nau'in mai samarwa, tsara don aiki ko farashi, kuma canza nan take idan mai samarwa ya lalace. Ba ya fifita wani mai samarwa kuma yana biyan kowane alama—70% na kowace dala yana dawowa ga al'umma/kamfanonin GPUs da ke ci gaba da sanya samfura akan layi.

• Duba Samfura: Kasuwar Samfura
• Bude Filin Wasa: Gwada a Filin Gwaji
• Ƙirƙiri Maɓallin API: Ƙirƙiri takardun shaida
• Bayanin API (Farawa da sauri): Fara amfani da API

Me yasa ShareAI akan wakilin DIY kamar LiteLLM

• Kasuwa mai bayyani: duba farashi/jinkiri/samun dama/lokacin aiki kuma zaɓi mafi kyawun hanya ga kowane kira.
• Dorewa ba tare da ƙarin ayyuka ba: sauyawa nan take da hanyoyin da aka tsara bisa manufofi—ba tare da kula da wakilin jirgi ba.
• Tattalin arzikin da mutane ke tallafawa: kuɗin ku yana ƙara ƙarfin inda kuke buƙata; 70% yana zuwa masu samarwa.
• Babu sake rubutawa: haɗin kai ɗaya don samfura 150+; canza masu samarwa cikin sauƙi.

Fara sauri (kwafi-manna)

# Bash / cURL — Cikakken Tattaunawa"

# Bukatun Farko:;

#   fitar da SHAREAI_API_KEY="YOUR_KEY"

// JavaScript (Node 18+ / Edge) — Cikakken Tattaunawa

# Python (requests) — Cikakken Tattaunawa # pip install requests Ga masu bayarwa: kowa zai iya samun kuɗi ta hanyar kiyaye samfura a kan layi.

• Jagorar Mai Samarwa
• Dashboard ɗin Mai Samarwa

ShareAI buɗaɗɗen tushe ne:

kowa zai iya zama mai bayarwa.

Eden AI

Menene: (Al'umma ko Kamfani). Akwai manhajoji na onboarding don Windows, Ubuntu, macOS, da Docker. Ba da gudummawar lokacin hutawa ko gudanar da aiki koyaushe. Fa'idodi sun haɗa da Kyauta (samun kuɗi), Musanya (samun alamomi don kashewa akan fassarar), da Manufa (ba da gudummawar % ga NGOs). Yayin da kake haɓaka, saita farashin fassarar ka da kanka kuma sami fifiko.

Mai kyau ga: Mafi kyawun madadin LiteLLM (cikakken jerin).

Sauyawa: A ƙasa akwai dandamali da ƙungiyoyi ke kimantawa tare da ko maimakon LiteLLM. Don ƙarin karatu, duba bayyani na Eden AI akan madadin LiteLLM.

Portkey

Menene: Mai haɗa AI wanda ke rufe LLMs da sauran ayyuka (ƙirƙirar hoto, fassara, TTS, da sauransu). Yana bayar da caching, masu bayarwa na madadin, da zaɓuɓɓukan sarrafa batch don throughput.

Mai kyau ga: Wuri guda don samun damar AI mai nau'i-nau'i fiye da LLMs na rubutu.

Sauyawa: Da farko matakin sarrafawa—har yanzu kuna kawo masu samar da ku. Idan bukatarku ta farko ita ce zaɓin mai samarwa mai bayyana da juriya ba tare da ƙarin aiki ba, ShareAI ya fi sauƙi.

Kong AI Gateway

Menene: Mashigin AI/LLM na Kong yana mai da hankali kan gudanarwa a gefen (dokoki, plugins, nazari), sau da yawa tare da tura Kong da ke akwai.

Mai kyau ga: Kamfanoni suna daidaita sarrafawa a cikin zirga-zirgar AI, musamman idan sun riga sun zuba jari a Kong.

Sauyawa: Ba kasuwa ba; BYO masu samarwa. Har yanzu kuna buƙatar zaɓin mai samarwa da juriya mai samarwa da yawa.

ORQ AI

Menene: Kayan aikin tsara da haɗin gwiwa don motsa ƙungiyoyin aiki daga gwaje-gwaje zuwa samarwa ta hanyar hanyoyin low-code.

Mai kyau ga: Kamfanoni masu farawa/SMBs suna buƙatar tsara aikin aiki da haɗin gwiwa don gina saman.

Sauyawa: Mai sauƙi kan bayyana kasuwa da tattalin arzikin matakin mai samarwa—yana dacewa da ShareAI don matakin hanyar.

Haɗa

Menene: Kayan aikin hanyar da kimantawa mai da hankali kan aiki don zaɓar samfuran da suka fi ƙarfi a kowane tambaya.

Mai kyau ga: Ƙungiyoyin da ke mai da hankali kan hanyar da aka yi amfani da inganci da kimantawa na yau da kullum na tambayoyi a cikin samfuran.

Sauyawa: Fiye da ra'ayi kan kimantawa; ba kasuwa ba ne da ke bayyana tattalin arzikin mai samarwa a gaba.

BudeRouter

Menene: API guda ɗaya wanda ya mamaye samfura da yawa tare da tsarin buƙata/amsa da aka saba, mashahuri don gwaje-gwaje masu sauri.

Mai kyau ga: Gwaje-gwajen samfura da yawa cikin sauri tare da mabuɗi guda ɗaya.

Sauyawa: Ƙarancin mai da hankali kan gudanarwar kamfanoni da injinan kasuwa waɗanda ke nuna farashi/lokacin jinkiri/lokacin aiki kafin kira.

LiteLLM vs ShareAI vs wasu — kwatancen sauri.

Dandalin	Wa yake yi wa hidima	Fadada samfurin	Gudanarwa.	Iya lura	Hanyar hanya / Failover	Bayyanar kasuwa	Shirin mai bayarwa
RabaAI	Ƙungiyoyin samfur/dandali masu son API ɗaya + tattalin arziki mai adalci	150+ samfura a tsakanin masu samarwa	Maɓallan API & sarrafa kowace hanya	Amfani da na'ura mai kwakwalwa + kididdigar kasuwa	Hanyar dabaru mai kaifin basira + sauyawa nan take	Eh (farashi, jinkiri, lokacin aiki, samuwa, nau'i)	Eh — bude tushe; 70% zuwa masu bayarwa
LiteLLM	Ƙungiyoyi da suka fi son wakili mai masaukin kansu	Da yawa ta hanyar OpenAI-format	Saituna/iyaka	Yi da kanka (DIY)	Sake gwadawa/mayar da baya	Babu	Babu
Eden AI	Ƙungiyoyi da ke buƙatar LLM + sauran ayyukan AI	Faɗin sabis da yawa	API na al'ada	Ya bambanta	Maye gurbi/ajiya	Rabi	Babu
Portkey	Tsararre/masana'antu	Faɗi (BYO)	Karfi matakan kariya	Zurfin sawu	Shirye-shiryen hanya na sharaɗi	Babu	Babu
Kong AI Gateway	Masana'antu tare da Kong	Masu bayarwa na BYO	Karfi manufofin gefen	Nazari	Wakili/plugins	A'a	Babu
ORQ	Kungiyoyi da ke buƙatar tsara aiki	Tallafi mai faɗi	Sarrafa dandamali	Binciken dandamali	Matakin aikin aiki	Babu	Babu
Haɗa	Hanyar da aka tsara bisa inganci	Multi-model	Daidaitacce	Binciken dandamali	Zaɓin mafi kyawun samfurin	Babu	Babu
BudeRouter	Masu haɓaka da ke son maɓalli ɗaya	Babban kundin adireshi	Sarrafawa na asali	Gefen app	Maye gurbin/marshrut	Rabi	Babu

Karanta tebur: “Bayyanar kasuwa” yana tambaya, Zan iya ganin farashi/lokacin jinkiri/lokacin aiki/samuwar kuma in zaɓi hanya kafin aika zirga-zirga? ShareAI an tsara shi don amsa “eh” ta tsohuwa.

Farashi & TCO: duba bayan $/1K tokens

Farashin naúrar yana da mahimmanci, amma ainihin farashi ya haɗa da sake gwaji/sake dawowa, tasirin UX da ke da alaƙa da jinkiri (wanda ke canza amfani da token), bambancin mai bayarwa ta yankin/infra, adana lura, da gwaje-gwajen kimantawa. Kasuwa tana taimaka maka daidaita waɗannan musayar a fili.

TCO ≈ Σ (Base_tokens × Unit_price × (1 + Retry_rate)) + Observability_storage + Evaluation_tokens + Egress 

Samfurin gwaji (10k tokens/day): fifita lokaci-zuwa-token-na-farko (Playground + Quickstart), sannan ƙarfafa manufofi daga baya.
Samfurin matsakaici (2M tokens/day a cikin samfura 3): hanyar da kasuwa ke jagoranta na iya rage kashe kuɗi da inganta UX; sauya hanya ɗaya zuwa mai bayarwa mai ƙarancin jinkiri na iya rage juyawar tattaunawa da amfani da token.
Ayyukan aiki masu tsauri: tsammanin ɗan ƙaramin farashin token mai tasiri daga sake gwaji yayin sauya hanya; tsara kasafin kuɗi don shi—hanyar wayo tana rage farashin lokacin rashin aiki.

Inda ShareAI ke taimakawa: bayyananniyar farashi & bayyanar latency, sauyawa nan take, da wadatar da mutane (70% zuwa masu samarwa) yana inganta duka amincin dogon lokaci da inganci.

Hijira: LiteLLM → ShareAI (inuwarsa → canary → yanke shawara)

• Inventory & taswirar samfur: jerin hanyoyin kira wakilinka; taswirar sunayen samfur zuwa kundin ShareAI kuma yanke shawarar yankin/latency da ake so.
• Daidaiton tambaya & matakan kariya: sake kunna saitin tambaya mai wakilci; tabbatar da iyakar tokens da iyakar farashi.
• Inuwa, sannan canary: fara da zirga-zirgar inuwa; lokacin da amsoshi suka yi kyau, canary a 10% → 25% → 50% → 100%.
• Haɗin kai idan an buƙata: ci gaba da amfani da LiteLLM don ci gaba yayin amfani da ShareAI don hanyoyin samarwa/tsabta kasuwa; ko haɗa ƙofar da kuka fi so don manufofin ƙungiya tare da ShareAI don zaɓin mai samarwa & sauyawa.
• Tabbatarwa & tsaftacewa: kammala SLAs, sabunta runbooks, cire nododin wakili da ba a buƙata.

• Bude Wurin Wasa
• Ƙirƙiri Maɓallin API
• API Reference (Farawa mai sauri)
• Duba Saki.

Jerin duba tsaro, sirri & bin doka

• Ma'amala maɓalli: juyawa lokaci; takardun da aka iyakance; rarrabuwa ta yanayi.
• Riƙe bayanai: inda tambayoyi/amsoshi suke; tsawon lokaci; sarrafa gyara.
• PII & abun ciki mai mahimmanci: dabarun rufe fuska; sarrafa damar shiga; hanyar yankin don wurin bayanai.
• Ganewa: abin da kuke rikodin; tacewa ko yin amfani da sunan karya kamar yadda ake bukata.
• Amsar lamari: SLAs, hanyoyin haɓakawa, hanyoyin bincike.

Kwarewar mai haɓakawa wanda ke isarwa

• Lokacin zuwa farkon alamar: gudanar da buƙata kai tsaye a cikin Filin wasa, sannan haɗawa ta hanyar Bayanin API—mintuna, ba sa'o'i ba.
• Gano kasuwa: kwatanta farashi, jinkiri, samuwa, da lokacin aiki a cikin Shafin Samfura.
• Asusuna & izini: Shiga ko yin rajista don sarrafa maɓallan, amfani, da biyan kuɗi.

Tambayoyi akai-akai:

Ina za a tafi gaba

• Gwada buƙata kai tsaye a Playground
• Duba Samfura tare da farashi & jinkiri
• Karanta Takardu
• Bincika kundin madadinmu

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Gwada Filin Wasa

Gudanar da buƙata kai tsaye zuwa kowane samfur a cikin mintuna.

Bude Wurin Wasa

API ɗaya. 150+ AI Samfura. Hanyar hankali & sauyawa nan take. 70% zuwa GPUs.