AClaude 4.5 Sonnet keeps the LLM crown for a fifth week runningDDeepSeek V3.1 cuts API pricing and the market reprices overnightYYOLO26 lands as the new edge-vision default for retailMMistral Large 3 ships with EU-only data residency — a procurement resetFFLUX.2 brings open-weights image generation closer to Midjourney qualityGVeo 3 doubles its clip length, but the editing workflow is still the bottleneckQQwen 3 VL goes long-context — and the multimodal eval landscape shiftsEElevenLabs v3 ships twelve new languages, with caveats for production useXGBoost still beats every transformer your team will deploy this quarterThe hidden cost of frontier-tier models when you actually run them at scaleAClaude 4.5 Sonnet keeps the LLM crown for a fifth week runningDDeepSeek V3.1 cuts API pricing and the market reprices overnightYYOLO26 lands as the new edge-vision default for retailMMistral Large 3 ships with EU-only data residency — a procurement resetFFLUX.2 brings open-weights image generation closer to Midjourney qualityGVeo 3 doubles its clip length, but the editing workflow is still the bottleneckQQwen 3 VL goes long-context — and the multimodal eval landscape shiftsEElevenLabs v3 ships twelve new languages, with caveats for production useXGBoost still beats every transformer your team will deploy this quarterThe hidden cost of frontier-tier models when you actually run them at scale
Large Language Models, ranked.
Text in, text out. Chat, write, reason.
Which language model should I use for my text-based business task, and what will it cost?
Use case
All use cases · 43 models shown
Cloud (API) Local / open weights Both (cloud + local) Frontier this weekBubble size = speed
Scores are weighted averages of underlying business-relevant benchmarks. How we score →UPDATED · TUE 25 AUG 2026
Cloud or local?
Same question, two answers. The cloud leader for raw quality vs the open-weights leader for self-hosting.
Cloud
via API
Better if you want top-tier quality with zero infrastructure, fast setup, and elastic scale — and sending requests to a managed API is acceptable for your data.
Better if data must stay in-house for compliance or privacy, you run steady high volume where self-hosting is cheaper, or you need full control and predictable cost.
