{"id":"eu-sovereign-llm","slug":"eu-sovereign-llm","name":"EU-friendly / sovereign LLM","shortName":"EU-friendly / sovereign LLM","problemStatement":"Prefer EU vendor posture and data residency options for LLM APIs.","whenNotTopPick":"Need absolute frontier quality regardless of vendor HQ — Anthropic/OpenAI with EU regions/ZDR; need German Schwarz-cloud sovereignty — stackit-ai; Paris open-model serverless — scaleway-generative; Swiss public open-model API — infomaniak; need to run your own weights on PL/DE GPUs — cloudferro; need on-prem DACH PhariaOS and will wait 4–12 weeks — aleph-alpha.","categoryIds":["cat-inference-apis"],"depotPickProviderId":"mistral","depotPickRationale":"privacy + regions + maturity; capability tempered by sovereignty constraint.","runnersUpIds":["scaleway-generative","ionos-ai","t-systems-aifs","ovhcloud-ai","stackit-ai","infomaniak","aleph-alpha","cloudferro"],"weights":{"capabilityFit":0.2,"pricePerformance":0.12,"latencyReliability":0.12,"developerDx":0.12,"privacyPosture":0.25,"lockInRisk":0.09,"maturity":0.1},"methodologyNotes":"privacy + regions + maturity; capability tempered by sovereignty constraint.","tags":["eu"],"depth":{"whenNotToUse":{"text":"Need absolute frontier quality regardless of vendor HQ — Anthropic/OpenAI with EU regions/ZDR; need German Schwarz-cloud sovereignty — stackit-ai; Paris open-model serverless — scaleway-generative; Swiss public open-model API — infomaniak; need to run your own weights on PL/DE GPUs — cloudferro; need on-prem DACH PhariaOS and will wait 4–12 weeks — aleph-alpha.","source":"editorial `whenNotTopPick` (data/jtbds.json)"},"whenNotToUseReason":null,"runnerUp":{"providerId":"scaleway-generative","name":"Scaleway Generative APIs","overallForJob":8.22,"pickOverallForJob":8.05,"beatsPickOn":["pricePerformance","developerDx","privacyPosture","lockInRisk"],"source":"first resolvable entry of the job's editorially ranked `runnersUpIds`; scores are stored job-weighted scores"},"runnerUpReason":null,"lockIn":{"pickLockInRisk":4,"runnerUpLockInRisk":3.8,"scale":"0–10 stored curated estimate; higher = more lock-in (worse)","pickExitSignals":[],"runnerUpExitSignals":["serves open-weight models (provider tag `open-models`)"],"pickNotes":[{"text":"Pair with Mistral-hosted or self-host open weights when sovereignty matters.","field":"scores.notes"}],"selfHostFallback":[],"migration":"Runner-up Scaleway Generative APIs has lower stored lock-in risk (3.8 vs 4, 0–10, higher = more lock-in).","migrationReason":null,"derivedFrom":"stored lockInRisk scores, provider tags (oss, self-host, openai-compat, open-models), free rows that list this job, and verbatim provider notes. No migration guide was invented."}},"freshness":{"pick":{"score":{"asOf":"2026-09-14","ageDays":43,"stale":true,"staleAfterDays":30,"reason":null},"lastReviewed":{"asOf":"2026-09-14","ageDays":43,"stale":true,"staleAfterDays":30,"reason":null},"sourceCheck":{"checkedAt":"2026-10-27","sourceUrls":2,"sourcesReachable":2,"pricingRows":2,"pricingRowsReconfirmed":2,"note":"A source re-check confirms the page is reachable and, for pricing rows, that the stored amount and SKU name appear on it. It does not re-derive or change the score.","reason":null}}}}