Choose your AI model

Select the model that suits your needs

Fundarem and all your stored data are built to stay in your own Azure tenant in the EU, whichever model you pick. Which models you may use, the frame, is chosen with us at setup; inside it, your admin picks the model. Here is what to weigh, how the five offerings compare, and where each one processes a prompt. Every figure links to the public page it came from.

Välj er AI-modell. For “Regelefterlevnad”, you see where each model processes a prompt before you pick it.

What to weigh

Four things decide the right model

What differs between the offerings is the price, how good the model is at your work, where it processes a prompt, and how fast it answers.

  • Cost

    Most offerings are paid per token on your Azure invoice. Your own GPU machine is paid by the hour, used or not.

  • Quality

    How well the model does your work. Each offering below shows public benchmark scores for code and other tasks, where they exist. There is no public accounting or finance benchmark for these models yet.

  • Compliance

    Where a prompt is processed. The EU models and your own machine keep it in the EU; the default model, the frontier models in Foundry and a vendor's own API process it outside the EU.

  • Speed

    Typical latency is low on the Azure AI Foundry offerings and medium on your own machine.

Your stored data is built to stay in the EU, always

Whichever model you pick, Fundarem and all your stored data are built to stay in your own Azure tenant in an EU region. Only the prompt of a request goes to the model, and with the default model that prompt is processed outside the EU.

The best models at the lowest price, and no cut for us

We always offer the best models and look for the lowest price, because we earn nothing on them. You pay Microsoft for the model directly, one to one, on your own Azure invoice: we take no cut of the tokens and have no part in that transaction. A model vendor’s own API, outside Azure, bills you directly too. What you pay us is a monthly fee plus a fee per active user, priced on request.

Combine models inside the frame you choose

The frame is where your requests may be processed, chosen with us at setup. Inside it, models can be combined by how hard the task is. For example, with EU-only processing: the strongest EU Data Zone model on Azure AI Foundry for hard work, and a cheaper Azure AI Foundry model processed in the EU for simple tasks. Fundarem is built to send each kind of task to its own model. Your admin chooses that combination in the admin panel, and newer models are added inside your frame as they arrive with software updates.

The frame, for example EU-only, is chosen with us at setup and locked: your IT admin sees it but cannot change it. Inside the frame, your admin picks which model takes which kind of task, and can give each agent its own model. Only we change the frame later, on your request.

Modellramar

Ramarna, och varför ni skulle välja var och en

Vilka modeller ni får använda bestäms en gång, tillsammans med oss, vid installationen. Välj det som passar hur strikta ni måste vara med var en prompt behandlas och vad ni vill betala. Varje val visar modellerna det ger er i dag, med offentliga testresultat och hur ni betalar. Ett streck (—) betyder att våra källor inte har någon offentlig siffra ännu.

  • Azure Europa

    Välj det när ingen prompt får behandlas utanför EU.

    Varje prompt behandlas av Azure inom EU:s datazon. Den har färre modeller än Azure global, 2 på vår lista i dag, mest med öppen källkod, och nya modeller når EU senare. Den är inte billigast: samma modell kostar ungefär 10 % mer per token här än globalt. [19] [20] [22] [23]

    Modeller ni får i dag

    ModellÖppen källkod?ResonemangKodningSå betalar niPris per miljon tokens (in / ut)
    DeepSeek-V4-Flash · DeepSeek [15]Öppen källkod · MIT [18]88,1 [18]Terminal-Bench 2.1: 82,7 [8]Per token, på er Azure-faktura$0,21 / $0,56 [19]
    Mistral-Large-3 · Mistral AI [15]Öppen källkod · Apache-2.0 [21]67,2 [21]—Per token, på er Azure-faktura$0,55 / $1,65 [22]
  • Azure global

    Välj det när ni vill ha fler modeller att välja mellan och kan acceptera att en prompt kan behandlas i vilken Azure-region som helst i världen, även utanför EU.

    Allt i Azure Europa, plus de modeller som Azure bara levererar globalt, där en prompt kan behandlas i vilken Azure-region som helst i världen, även utanför EU: 7 till på vår lista i dag, med både öppen och stängd källkod. Era lagrade data är byggda för att finnas kvar i EU ändå. Eftersom en prompt kan lämna EU behöver ni först en DPIA, en kort skriftlig bedömning av integritetsrisken: vi tillhandahåller en mall för den.

    Ladda ner DPIA-mallen (PDF)

    Det här tillkommer utöver Azure Europa

    ModellÖppen källkod?ResonemangKodningSå betalar niPris per miljon tokens (in / ut)
    FW-Kimi-K3 · Moonshot AI [1]Öppen källkod · Kimi K3 License [2]93,5 [4]Terminal-Bench 2.1: 88,3 [4]Per token, på er Azure-faktura$3,00 / $15,00 [3]
    FW-DeepSeek-V4.1-Flash · DeepSeek [5]På begäranÖppen källkod · MIT [6]90,9 [8]Terminal-Bench 2.1: 90,6 [8]Per token, på er Azure-faktura$0,375 / $1,50 [7]
    FW-GLM-5.3 · Z.ai [5]På begäranÖppen källkod · GLM-5.3 License (MIT-style) [9]88,1 [8]Terminal-Bench 2.1: 88,2 [11]Per token, på er Azure-faktura$1,75 / $5,50 [10]
    gpt-oss-120b · OpenAI [12]På begäranÖppen källkod · Apache-2.0 [13]——Per token, på er Azure-faktura$0,15 / $0,60 [14]
    Claude Opus 5.5 · Anthropic [25]På begäranStängd · Proprietary — Anthropic's terms (via Microsoft Foundry) [25]——Per token, på er Azure-faktura$4,00 / $20,00 [26]
    gpt-6-astra · OpenAI [15]På begäranStängd · Proprietary — OpenAI's terms (via Microsoft Foundry) [27]——Per token, på er Azure-faktura$10,00 / $50,00 [28]
    grok-4.7 · SpaceXAI [15]På begäranStängd · Proprietary — SpaceXAI's terms (via Microsoft Foundry) [15]——Per token, på er Azure-faktura$2,00 / $6,00 [29]

    Plus de 2 modellerna i Azure Europa ovan.

  • Direkt till modelltillverkaren

    Välj det när ni vill ha en modell som tillverkaren bara säljer i sin egen tjänst.

    Allt i Azure global, plus modeller som anropas direkt i tillverkarens egen tjänst, utanför Azure. Tillverkaren behandlar prompten utanför EU och fakturerar er direkt. Precis som med Azure global kommer en DPIA först. Anonymiseringen är på som standard: den ersätter de personuppgifter den känner igen innan en prompt skickas.

    Ladda ner DPIA-mallen (PDF)

    Det här tillkommer utöver Azure global

    ModellÖppen källkod?ResonemangKodningSå betalar niPris per miljon tokens (in / ut)
    Claude Opus 4.8 · Anthropic [25]Outside AzureStängd · Proprietary — Anthropic's terms (vendor API, outside Azure) [25]91,0 [4]Terminal-Bench 2.1: 84,6 [4]Per token, fakturerat av modelltillverkaren$5,00 / $25,00 [39]

    Plus de 7 modellerna i Azure global ovan.

  • Egen drift

    Välj det när ingen prompt får lämna maskiner ni själva driver, eller ni vill ha full kontroll.

    Modeller med öppen källkod körs på en GPU-maskin i er egen Azure-region, och ingen modelltillverkare ser en prompt. Det kostar mer: ni betalar för maskinen varje timme den är igång, använd eller inte, och ni sköter den själva.

    Modeller ni får i dag

    ModellÖppen källkod?ResonemangKodningSå betalar niPris per miljon tokens (in / ut)
    DeepSeek V4.1 Flash (open weights) · DeepSeek [8]Öppen källkod · MIT [6]90,9 [8]Terminal-Bench 2.1: 90,6 [8]Er egen maskin, per timme—
    GLM-5.3 (open weights) · Z.ai [11]Öppen källkod · GLM-5.3 License (MIT-style) [9]88,1 [8]Terminal-Bench 2.1: 88,2 [11]Er egen maskin, per timme—
    Kimi K3 (open weights) · Moonshot AI [4]Öppen källkod · Kimi K3 License [2]93,5 [4]Terminal-Bench 2.1: 88,3 [4]Er egen maskin, per timme—
    Qwen3.8 2.4T A95B (open weights) · Qwen [31]Öppen källkod · Qwen3.8-Max License (MIT-style) [32]——Er egen maskin, per timme—

    Vad en maskin kostar, till exempel

    • NVIDIA A100 (NCads A100 v4), swedencentral: ungefär $3 486 i månaden med betalning per användning, eller ungefär $855 till Spot-pris, där Azure kan stoppa maskinen. [33]
    • NVIDIA H100 (NCads H100 v5), swedencentral: ungefär $6 624 i månaden med betalning per användning, eller ungefär $1 563 till Spot-pris, där Azure kan stoppa maskinen. [30]
    • NVIDIA H100 ×8 (NDsr H100 v5), swedencentral: ungefär $93 306 i månaden med betalning per användning, eller ungefär $17 243 till Spot-pris, där Azure kan stoppa maskinen. [34]

    Ni betalar för maskinen varje timme den är igång, använd eller inte. De största öppna modellerna behöver den största maskinen.

Resonemang: testet GPQA Diamond med svåra expertfrågor. Kodning: Terminal-Bench 2.1 / SWE-Bench Verified, tester med riktiga programmeringsuppgifter; testet som använts anges vid varje siffra. Högre är bättre. Siffrorna är procent, så som den angivna källan publicerar dem.

Priserna är listpriser i amerikanska dollar per miljon tokens text som skickas till modellen (in) och skrivs av den (ut), från Azures offentliga prislista eller modelltillverkarens prissida. Ni betalar dem direkt, utan någon andel till oss. En modell på reserverad kapacitet eller på er egen maskin har inget pris per token.

Modeller med öppen källkod

Vad en modell med öppen källkod är, och varför det spelar roll

En modell med öppen källkod, även kallad öppna vikter, är en modell vars tillverkare publicerar modellfilerna, så att vem som helst får ladda ner och köra dem enligt modellens licens. En stängd modell kan bara användas via tillverkarens tjänst eller ett moln som säljer den.

  • Ni kan köra den själva

    Samma modell kan köras på Azure eller på en maskin ni äger, så ni kan flytta den senare utan att ändra hur ni arbetar.

  • Ingen inlåsning

    Om en leverantör höjer priset eller slutar erbjuda modellen kan en annan värd, eller er egen maskin, köra samma filer.

  • Ingen annan behöver se era prompter

    På er egen maskin ser ingen modelltillverkare någonsin en prompt.

  • Läs licensen

    Varje modell har sin egen licens. De flesta öppna modellerna här har en tillåtande licens som Apache-2.0 eller MIT; vissa lägger till villkor. Varje modells licens står bredvid den.

At a glance

The five offerings at a glance

The five offerings by quality, inside or outside Azure, where a prompt is processed, and how you pay. On all five, your stored data is built to stay in the EU.
OfferingQualityInside or outside AzureWhere a prompt is processedHow you pay
Foundry Azure, öppen källkodDefaultHigh: the best open-weights models on the published indexesInside AzureOutside the EUPer token, on your Azure invoice
Foundry Azure EU, öppen källkodGood: below the default wherever they share a published scoreInside AzureIn the EU (EU Data Zone)Per token, on your Azure invoice
Frontiermodeller i FoundryHighest: ahead of the default on the published indexesInside AzureOutside the EU, in any Azure regionPer token, on your Azure invoice
Egen VM i ert AzureDepends on the open model you run, up to the best open weightsInside Azure, in your own tenantIn your own EU regionPer hour for your own GPU machine
DirektåtkomstMixed: behind the default on most published scores they shareOutside Azure, on the vendor's own APIOutside the EU, on the vendor's own APIPer token, billed by the model's vendor

Erbjudanden

Each offering in detail

How a request flows, the benchmark scores by task, what it costs, and the pros and cons.

Public scores in percent, as published by the source linked beside each figure (some come from one model maker’s comparison of several models); higher is better. Where no public page gives a score, it says “no public figure”: we never estimate one.

  • Foundry Azure, öppen källkod

    Standard

    The best open-weights models in the Azure AI Foundry catalogue, one per vendor, deployed into your subscription. The default among them is served on Fireworks' infrastructure.

    Inside or outside Azure
    Inside Azure
    Where a prompt is processed
    Utanför EU: Microsoft Azure AI Foundry (Global Standard), där de flesta av de här modellerna tillhandahålls av en tredje part.
    Kostnad
    Pay per token, billed on your Azure invoice. Provisioned throughput is also offered. [1]
    Vem har nycklarna
    You: the Foundry deployment and its key are designed to live in your own Azure subscription.
    Typisk svarstid
    Låg

    How a request flows

    Inside Microsoft Azure

    Built to run in your Azure tenant, in the EU

    1. Your dataRecords from your connected systems
    2. OntologyOne map of your business
    3. AnonymiserMasks the columns your IT admin marks as sensitive
    4. The answerShown to you inside your tenant
    The modelAzure AI Foundry, outside the EUFW-Kimi-K3, FW-DeepSeek-V4.1-Flash, FW-GLM-5.3, gpt-oss-120b
    Your stored data is built to stay in your tenant. Only the prompt goes out to the model, and the answer comes back.

    Benchmark scores by task

    Code

    DeepSWE Fixing real issues in real code repositories

    • FW-Kimi-K367,5[4]
    • FW-DeepSeek-V4.1-Flash74,2[8]
    • FW-GLM-5.366,9[11]
    • ingen offentlig siffra: gpt-oss-120b

    Terminal-Bench 2.1 Multi-step tasks in a real command-line terminal

    • FW-Kimi-K388,3[4]
    • FW-DeepSeek-V4.1-Flash90,6[8]
    • FW-GLM-5.388,2[11]
    • ingen offentlig siffra: gpt-oss-120b
    Accounting and finance

    ingen offentlig siffra

    Other tasks: reasoning, research and science

    HLE-Full (with tools) Hard expert questions, the model may use tools

    • FW-Kimi-K356,0[4]
    • FW-DeepSeek-V4.1-Flash63,9[8]
    • FW-GLM-5.362,5[11]
    • ingen offentlig siffra: gpt-oss-120b

    BrowseComp Finding hard-to-find facts by browsing the web

    • FW-Kimi-K391,2[4]
    • ingen offentlig siffra: FW-DeepSeek-V4.1-Flash, FW-GLM-5.3, gpt-oss-120b

    GPQA Diamond Graduate-level science questions

    • FW-Kimi-K393,5[4]
    • FW-DeepSeek-V4.1-Flash90,9[8]
    • FW-GLM-5.388,1[8]
    • ingen offentlig siffra: gpt-oss-120b

    Fördelar

    • Open-weights models at open-model prices, billed through your Azure subscription; the same weights can also run on your own machine.
    • No vendor account of ours: the deployment and its key are yours, with Azure governance and access control.
    • The anonymiser is on by default for every model: before a request goes to a model, it replaces the values in the columns your admin marks for masking, and the names, Norwegian national ID numbers, email addresses, phone numbers and IBANs it recognises, with placeholders. Your admin can switch it off per kind of personal data, one model route at a time; every other kind stays masked.

    Nackdelar

    • Prompts are processed outside the EU: a third party serves most of these models, and Microsoft currently excludes that hosting from its EU Data Boundary commitments.
    • Pay-per-token for these models is Global Standard; their host has no Data Zone region in the EU.
    • Pay-per-token Fireworks models have a 15-day notice period before retirement.

    Modeller i detta erbjudande

    Modeller i detta erbjudandeBehandlingHow you payLicens
    FW-Kimi-K3 · Moonshot AI [1]Global — kan behandlas utanför EU [1]Per token [1]3,00 USD in / 15,00 USD out per 1M tokens [3]Kimi K3 License [2]
    FW-DeepSeek-V4.1-Flash · DeepSeek [5]På begäranGlobal — kan behandlas utanför EU [5]Per token [5]0,38 USD in / 1,50 USD out per 1M tokens [7]MIT [6]
    FW-GLM-5.3 · Z.ai [5]På begäranGlobal — kan behandlas utanför EU [5]Per token [5]1,75 USD in / 5,50 USD out per 1M tokens [10]GLM-5.3 License (MIT-style) [9]
    gpt-oss-120b · OpenAI [12]På begäranGlobal — kan behandlas utanför EU [12]Per token [12]0,15 USD in / 0,60 USD out per 1M tokens [14]Apache-2.0 [13]

    Inte med, och varför

    • FW-MiniMax-M3 — Its licence is non-commercial by default: not open source. [5]
    • DeepSeek-V4-Pro, Kimi-K2.6 — One model per vendor: a higher-ranked model of the same vendor is listed. [15]
    • FW-Nemotron-3-Ultra — Licence not verified. [5]

    Källa: [1][5][12][16][17]

  • Foundry Azure EU, öppen källkod

    The best open-weights models sold by Azure with an EU Data Zone deployment, one per vendor: every open-weights text model on Microsoft's region-availability page with a pay-per-token EU Data Zone option.

    Inside or outside Azure
    Inside Azure
    Where a prompt is processed
    I EU: Microsoft Azure (EU Data Zone).
    Kostnad
    Pay per token (Data Zone Standard), billed on your Azure invoice. [15]
    Vem har nycklarna
    You: the Foundry deployment and its key are designed to live in your own Azure subscription.
    Typisk svarstid
    Låg

    How a request flows

    Inside Microsoft Azure

    Built to run in your Azure tenant, in the EU

    1. Your dataRecords from your connected systems
    2. OntologyOne map of your business
    3. AnonymiserMasks the columns your IT admin marks as sensitive
    4. The answerShown to you inside your tenant
    The modelAzure AI Foundry, in the EU Data ZoneDeepSeek-V4-Flash, Mistral-Large-3
    Your stored data is built to stay in your tenant. Only the prompt goes out to the model, and the answer comes back.

    Benchmark scores by task

    Code

    Terminal-Bench 2.1 Multi-step tasks in a real command-line terminal

    • DeepSeek-V4-Flash82,7[8]
    • ingen offentlig siffra: Mistral-Large-3

    SWE-Bench Verified Fixing real, human-checked issues in open-source code

    • DeepSeek-V4-Flash79,0[18]
    • ingen offentlig siffra: Mistral-Large-3
    Accounting and finance

    ingen offentlig siffra

    Other tasks: reasoning, research and science

    HLE Hard expert questions, without tools

    • DeepSeek-V4-Flash34,8[18]
    • ingen offentlig siffra: Mistral-Large-3

    GPQA Diamond Graduate-level science questions

    • DeepSeek-V4-Flash88,1[18]
    • Mistral-Large-367,2[21]

    Fördelar

    • Prompts never leave the EU: Microsoft processes Data Zone deployments within EU member nations.
    • Sold and supported by Microsoft under one Azure agreement.

    Nackdelar

    • A smaller choice than Global Standard, and weaker than the default on the published benchmarks.
    • New model releases reach the EU Data Zone later than Global Standard.

    Modeller i detta erbjudande

    Modeller i detta erbjudandeBehandlingHow you payLicens
    DeepSeek-V4-Flash · DeepSeek [15]EU Data Zone [15]Per token [15]0,21 USD in / 0,56 USD out per 1M tokens [19]MIT [18]
    Mistral-Large-3 · Mistral AI [15]EU Data Zone [15]Per token [15]0,55 USD in / 1,65 USD out per 1M tokens [22]Apache-2.0 [21]

    Inte med, och varför

    • Llama-3.3-70B-Instruct — Llama family: not offered. [15]
    • mistral-medium-3-5 — Its licence bars use above a revenue threshold: not open source. [24]
    • DeepSeek-V3.2 — Reserved capacity only (Data Zone Provisioned), and the same vendor as a listed model. [15]
    • Microsoft-Decision-1 — Licence not verified as open weights. [15]
    • Cohere-rerank-v4.0-fast, Cohere-rerank-v4.0-pro — Rerankers, not text-generation models. [15]
    • FLUX-1.1-pro, FLUX.1-Kontext-pro, FLUX.2-pro — Image models, not text-generation models. [15]

    Källa: [15][16][17]

  • Frontiermodeller i Foundry

    The best closed frontier models sold in Azure AI Foundry, one per vendor, deployed into your subscription and billed on your Azure invoice.

    Inside or outside Azure
    Inside Azure
    Where a prompt is processed
    Utanför EU: Microsoft Azure AI Foundry (Global Standard, eller en Data Zone utanför EU för vissa modeller).
    Kostnad
    Pay per token, billed on your Azure invoice. [15]
    Vem har nycklarna
    You: the Foundry deployment and its key are designed to live in your own Azure subscription.
    Typisk svarstid
    Låg

    How a request flows

    Inside Microsoft Azure

    Built to run in your Azure tenant, in the EU

    1. Your dataRecords from your connected systems
    2. OntologyOne map of your business
    3. AnonymiserMasks the columns your IT admin marks as sensitive
    4. The answerShown to you inside your tenant
    The modelAzure AI Foundry, outside the EUClaude Opus 5.5, gpt-6-astra, grok-4.7
    Your stored data is built to stay in your tenant. Only the prompt goes out to the model, and the answer comes back.

    Benchmark scores by task

    Code

    ingen offentlig siffra

    Accounting and finance

    ingen offentlig siffra

    Other tasks: reasoning, research and science

    ingen offentlig siffra

    Fördelar

    • The highest-ranked models on Foundry's quality index and the Artificial Analysis Intelligence Index.
    • Sold through Azure under one agreement, billed on your Azure invoice.

    Nackdelar

    • Closed weights: you cannot move the model to your own machines.
    • Prompts are processed outside the EU; for some of these models the model's vendor, not Microsoft, is the data processor.

    Modeller i detta erbjudande

    Modeller i detta erbjudandeBehandlingHow you payLicens
    Claude Opus 5.5 · Anthropic [25]På begäranGlobal — kan behandlas utanför EU [25]Per token [25]4,00 USD in / 20,00 USD out per 1M tokens [26]Proprietary — Anthropic's terms (via Microsoft Foundry) [25]
    gpt-6-astra · OpenAI [15]På begäranGlobal — kan behandlas utanför EU [15]Per token [15]10,00 USD in / 50,00 USD out per 1M tokens [28]Proprietary — OpenAI's terms (via Microsoft Foundry) [27]
    grok-4.7 · SpaceXAI [15]På begäranGlobal — kan behandlas utanför EU [15]Per token [15]2,00 USD in / 6,00 USD out per 1M tokens [29]Proprietary — SpaceXAI's terms (via Microsoft Foundry) [15]

    Inte med, och varför

    • Claude Fable 5.1, gpt-6.1-sol, grok-4.3 — One model per vendor: a higher-ranked model of the same vendor is listed. [17]
    • MAI-Thinking-1 — Neither index scores it. [15]

    Källa: [15][25][16][17]

  • Egen VM i ert Azure

    Open-weights model files run on a GPU virtual machine or AKS cluster in your own Azure region (Norway East, Sweden Central or West Europe).

    Inside or outside Azure
    Inside Azure, in your own tenant
    Where a prompt is processed
    På er egen maskin, i er Azure-region. Ingen modellleverantör.
    Kostnad
    You pay for the GPU machine every hour it runs, used or not. Monthly ranges per machine below. [30]
    Vem har nycklarna
    You: there is no model vendor at all; the weights run on your own GPU virtual machine or AKS cluster.
    Typisk svarstid
    Medel

    How a request flows

    Inside Microsoft Azure

    Built to run in your Azure tenant, in the EU

    1. Your dataRecords from your connected systems
    2. OntologyOne map of your business
    3. AnonymiserMasks the columns your IT admin marks as sensitive
    4. The modelYour own GPU machine, in your EU regionDeepSeek V4.1 Flash (open weights), GLM-5.3 (open weights), Kimi K3 (open weights), Qwen3.8 2.4T A95B (open weights)
    5. The answerShown to you inside your tenant
    Built so nothing leaves your tenant: the model runs on your own machine, inside it.

    Benchmark scores by task

    Code

    DeepSWE Fixing real issues in real code repositories

    • DeepSeek V4.1 Flash (open weights)74,2[8]
    • GLM-5.3 (open weights)66,9[11]
    • Kimi K3 (open weights)67,5[4]
    • ingen offentlig siffra: Qwen3.8 2.4T A95B (open weights)

    Terminal-Bench 2.1 Multi-step tasks in a real command-line terminal

    • DeepSeek V4.1 Flash (open weights)90,6[8]
    • GLM-5.3 (open weights)88,2[11]
    • Kimi K3 (open weights)88,3[4]
    • ingen offentlig siffra: Qwen3.8 2.4T A95B (open weights)
    Accounting and finance

    ingen offentlig siffra

    Other tasks: reasoning, research and science

    HLE-Full (with tools) Hard expert questions, the model may use tools

    • DeepSeek V4.1 Flash (open weights)63,9[8]
    • GLM-5.3 (open weights)62,5[11]
    • Kimi K3 (open weights)56,0[4]
    • ingen offentlig siffra: Qwen3.8 2.4T A95B (open weights)

    BrowseComp Finding hard-to-find facts by browsing the web

    • Kimi K3 (open weights)91,2[4]
    • ingen offentlig siffra: DeepSeek V4.1 Flash (open weights), GLM-5.3 (open weights), Qwen3.8 2.4T A95B (open weights)

    GPQA Diamond Graduate-level science questions

    • DeepSeek V4.1 Flash (open weights)90,9[8]
    • GLM-5.3 (open weights)88,1[8]
    • Kimi K3 (open weights)93,5[4]
    • ingen offentlig siffra: Qwen3.8 2.4T A95B (open weights)

    Fördelar

    • Full isolation: no prompt ever leaves machines you run, in the region you chose.
    • Any open-weights model whose licence allows it, including your own fine-tuned one.

    Nackdelar

    • You patch, scale and monitor it; Spot prices are cheaper but the machine can be evicted.
    • The largest models need a multi-GPU machine; the price list shows no H100 or A100 machine in Norway East today, so Sweden Central or West Europe it is.

    Modeller i detta erbjudande

    Modeller i detta erbjudandeBehandlingHow you payLicens
    DeepSeek V4.1 Flash (open weights) · DeepSeek [8]EU-region [8]Your GPU machine, by the hour [8]MIT [6]
    GLM-5.3 (open weights) · Z.ai [11]EU-region [11]Your GPU machine, by the hour [11]GLM-5.3 License (MIT-style) [9]
    Kimi K3 (open weights) · Moonshot AI [4]EU-region [4]Your GPU machine, by the hour [4]Kimi K3 License [2]
    Qwen3.8 2.4T A95B (open weights) · Qwen [31]EU-region [31]Your GPU machine, by the hour [31]Qwen3.8-Max License (MIT-style) [32]

    Vägledande månadskostnad per maskin

    • NVIDIA A100 (NCads A100 v4) · swedencentral · 855–3 486 USD per månad [33]
    • NVIDIA H100 (NCads H100 v5) · swedencentral · 1 563–6 624 USD per månad [30]
    • NVIDIA H100 ×8 (NDsr H100 v5) · swedencentral · 17 243–93 306 USD per månad [34]
    • NVIDIA A100 (NCads A100 v4) · westeurope · 644–3 486 USD per månad [35]
    • NVIDIA H100 (NCads H100 v5) · westeurope · 3 054–6 628 USD per månad [36]
    • NVIDIA H100 ×8 (NDsr H100 v5) · westeurope · 17 243–93 306 USD per månad [37]

    Spotpris till betala-per-användning, Linux, 730 timmar i månaden, från Azures offentliga prislista.

    Inte med, och varför

    • norwayeast — The Azure price list returns no NC A100 v4, NC H100 v5 or ND H100 v5 machine in Norway East. [38]

    Källa: [4][16][17]

  • Direktåtkomst

    A direct connection to the model vendor's own API, outside Azure, billed by that vendor.

    Inside or outside Azure
    Outside Azure, on the vendor's own API
    Where a prompt is processed
    Utanför EU, hos en tredje part (modellleverantören), på dess eget API, utanför Azure.
    Kostnad
    Pay per token, billed by the model's vendor. [39]
    Vem har nycklarna
    You: the vendor's API key is stored in your own key vault.
    Typisk svarstid
    Låg

    How a request flows

    Inside Microsoft Azure

    Built to run in your Azure tenant, in the EU

    1. Your dataRecords from your connected systems
    2. OntologyOne map of your business
    3. AnonymiserMasks the columns your IT admin marks as sensitive
    4. The answerShown to you inside your tenant

    Outside Azure

    The modelThe vendor's own API, outside the EUClaude Opus 4.8
    Your stored data is built to stay in your tenant. Only the prompt goes out to the model, and the answer comes back.

    Benchmark scores by task

    Code

    DeepSWE Fixing real issues in real code repositories

    • Claude Opus 4.859,0[4]

    Terminal-Bench 2.1 Multi-step tasks in a real command-line terminal

    • Claude Opus 4.884,6[4]
    Accounting and finance

    ingen offentlig siffra

    Other tasks: reasoning, research and science

    HLE-Full (with tools) Hard expert questions, the model may use tools

    • Claude Opus 4.857,9[4]

    BrowseComp Finding hard-to-find facts by browsing the web

    • Claude Opus 4.884,3[4]

    GPQA Diamond Graduate-level science questions

    • Claude Opus 4.891,0[4]

    Fördelar

    • A direct connection to the vendor's own API, with no Azure deployment to set up.
    • Billed by the vendor per token, on your own account with it.

    Nackdelar

    • Prompts are processed outside Azure and outside the EU, by the model vendor: you need a DPIA and a transfer safeguard.
    • Closed weights: you cannot move the model to your own machines.

    Modeller i detta erbjudande

    Modeller i detta erbjudandeBehandlingHow you payLicens
    Claude Opus 4.8 · Anthropic [25]Outside AzureGlobal — kan behandlas utanför EU [25]Per token [25]5,00 USD in / 25,00 USD out per 1M tokens [39]Proprietary — Anthropic's terms (vendor API, outside Azure) [25]

    Källa: [25][39]

Din IT-ansvarige

Vad IT-ansvarige bestämmer

Model frame and models. The frame, the offerings above that fit your data, is chosen with us at setup; you see it but cannot change it. Inside it, choose which model takes which kind of task. Fundarem and your stored data are designed to stay in the EU whichever you choose; the offering decides where prompts are processed — outside the EU for the default, only within the EU for EU Data Zone models and self-hosting.

Privat data. Välj, kolumn för kolumn, vilken privat data som alls får nå en modell. Anonymiseraren är på som standard för alla modeller: innan en förfrågan går till en modell ersätter den värdena i de kolumner som er administratör har markerat för maskering, och de namn, norska personnummer, e-postadresser, telefonnummer och IBAN-nummer den känner igen, med platshållare. Er administratör kan stänga av den per typ av personuppgift, en modellrutt i taget; alla andra typer förblir maskerade.

Slutpunkt. Lägg in slutpunkten och dess nyckel en gång, i ditt eget nyckelvalv. Vi har aldrig en modellnyckel åt dig.

Roller. Bestäm vem som får ändra modellvalet. Varje ändring loggas.

Kontakta oss

Säkerhet och regelefterlevnad

Säkerhet och regelefterlevnad, i fem meningar

Varje mening citerar våra dokument om regelefterlevnad; länken öppnar dokumentet på sidan Regelefterlevnad.

Källor

Varje siffra, och var den kommer från

  1. [1]Fireworks models on Microsoft Foundry — Microsoft Learn (updated 2026-09-22) (öppnas i en ny flik) — hämtad 2026-09-28
  2. [2]Kimi K3 License (öppnas i en ny flik) — hämtad 2026-09-28
  3. [3]Azure Retail Prices API — FW Kimi-K3 Gl Inp Tokens / FW Kimi-K3 Gl Opt Tokens, eastus2 (USD) (öppnas i en ny flik) — hämtad 2026-10-18
  4. [4]Kimi K3 model card, evaluation table (Moonshot AI, vendor-reported; other vendors' columns as Moonshot reports them) (öppnas i en ny flik) — hämtad 2026-09-28
  5. [5]Fireworks model catalog in Microsoft Foundry — Microsoft Learn (updated 2026-10-19): pay-per-token, Global Standard (öppnas i en ny flik) — hämtad 2026-10-20
  6. [6]MIT (öppnas i en ny flik) — hämtad 2026-10-20
  7. [7]Azure Retail Prices API — FW DS-V4.1-Flash Gl Inp Tokens / FW DS-V4.1-Flash Gl Opt Tokens, eastus2 (USD) (öppnas i en ny flik) — hämtad 2026-10-20
  8. [8]DeepSeek-V4.1-Flash model card, evaluation table (DeepSeek, vendor-reported, max reasoning effort) (öppnas i en ny flik) — hämtad 2026-11-03
  9. [9]GLM-5.3 License (MIT-style) (öppnas i en ny flik) — hämtad 2026-10-20
  10. [10]Azure Retail Prices API — FW GLM 5.3 Inp Tokens / FW GLM 5.3 Opt Tokens, eastus2 (USD) (öppnas i en ny flik) — hämtad 2026-10-20
  11. [11]GLM-5.3 model card, evaluation table (Z.ai, vendor-reported) (öppnas i en ny flik) — hämtad 2026-11-03
  12. [12]Foundry Models sold directly by Azure — Microsoft Learn (updated 2026-10-08): Global Standard (öppnas i en ny flik) — hämtad 2026-10-20
  13. [13]Apache-2.0 (öppnas i en ny flik) — hämtad 2026-10-20
  14. [14]Azure Retail Prices API — gpt-oss-120B Inp glbl Tokens / gpt-oss-120B Outp glbl Tokens, eastus2 (USD) (öppnas i en ny flik) — hämtad 2026-10-20
  15. [15]Region availability for Foundry Models sold by Azure — Microsoft Learn (updated 2026-10-19): Global Standard; not in the EU Data Zone Standard table (öppnas i en ny flik) — hämtad 2026-10-20
  16. [16]Microsoft Foundry model leaderboard: quality index, the mean accuracy over eight benchmarks (method: learn.microsoft.com/azure/foundry/concepts/model-benchmarks) (öppnas i en ny flik) — hämtad 2026-10-20
  17. [17]Artificial Analysis Intelligence Index (the model's highest-scoring setting) (öppnas i en ny flik) — hämtad 2026-10-20
  18. [18]MIT (öppnas i en ny flik) — hämtad 2026-09-28
  19. [19]Azure Retail Prices API — V4 Flash Inp DZ Tokens / V4 Flash Outp DZ Tokens, swedencentral (USD) (öppnas i en ny flik) — hämtad 2026-10-18
  20. [20]Azure Retail Prices API — V4 Flash Inp glbl Tokens / V4 Flash Outp glbl Tokens, swedencentral (USD) (öppnas i en ny flik) — hämtad 2026-10-18
  21. [21]Apache-2.0 (öppnas i en ny flik) — hämtad 2026-09-28
  22. [22]Azure Retail Prices API — Large 3 Inp Dzone Tokens / Large 3 Outp Dzone Tokens, swedencentral (USD) (öppnas i en ny flik) — hämtad 2026-10-18
  23. [23]Azure Retail Prices API — Large 3 Inp glbl Tokens / Large 3 Outp glbl Tokens, swedencentral (USD) (öppnas i en ny flik) — hämtad 2026-10-18
  24. [24]Mistral Medium 3.5 model card (Mistral AI, vendor-reported) (öppnas i en ny flik) — hämtad 2026-09-28
  25. [25]Compare hosting options for Claude models in Microsoft Foundry — Microsoft Learn (updated 2026-09-22): hosted on Azure, Global Standard or a US Data Zone, Anthropic the data processor (öppnas i en ny flik) — hämtad 2026-10-20
  26. [26]Claude pricing — Anthropic (per million tokens; Microsoft Foundry bills Claude at these list prices, a US Data Zone deployment 10% more) (öppnas i en ny flik) — hämtad 2026-10-20
  27. [27]Proprietary — OpenAI's terms (via Microsoft Foundry) (öppnas i en ny flik) — hämtad 2026-09-28
  28. [28]Azure Retail Prices API — 6-astra ShortCo Inp Std Gl 1M Tokens / 6-astra ShortCo Opt Std Gl 1M Tokens, eastus2 (USD) (öppnas i en ny flik) — hämtad 2026-10-20
  29. [29]Azure Retail Prices API — 4.7 Inp glbl 1M Tokens / 4.7 Outp glbl 1M Tokens, eastus2 (USD) (öppnas i en ny flik) — hämtad 2026-10-20
  30. [30]Azure Retail Prices API — Standard_NC40ads_H100_v5, swedencentral (USD) (öppnas i en ny flik) — hämtad 2026-09-28
  31. [31]Qwen3.8-2.4T-A95B model card (Qwen) (öppnas i en ny flik) — hämtad 2026-10-20
  32. [32]Qwen3.8-Max License (MIT-style) (öppnas i en ny flik) — hämtad 2026-10-20
  33. [33]Azure Retail Prices API — Standard_NC24ads_A100_v4, swedencentral (USD) (öppnas i en ny flik) — hämtad 2026-09-28
  34. [34]Azure Retail Prices API — Standard_ND96isr_H100_v5, swedencentral (USD) (öppnas i en ny flik) — hämtad 2026-09-28
  35. [35]Azure Retail Prices API — Standard_NC24ads_A100_v4, westeurope (USD) (öppnas i en ny flik) — hämtad 2026-09-28
  36. [36]Azure Retail Prices API — Standard_NC40ads_H100_v5, westeurope (USD) (öppnas i en ny flik) — hämtad 2026-09-28
  37. [37]Azure Retail Prices API — Standard_ND96isr_H100_v5, westeurope (USD) (öppnas i en ny flik) — hämtad 2026-09-28
  38. [38]Azure Retail Prices API — Standard_NC40ads_H100_v5, norwayeast (USD) (öppnas i en ny flik) — hämtad 2026-09-28
  39. [39]Claude pricing — Anthropic (API, per million tokens) (öppnas i en ny flik) — hämtad 2026-10-18

Next in the story

Connect your systems

Three ways to bring a system in, and what a new connector costs.