Together.AI
Managed inference + training platform built on top of GPU infrastructure. Combines research credibility (FlashAttention, RedPajama) with commercial inference economics. Per-token pricing on open-source models.
Chapters
00Start HereWhere Together.AI sits — not just a GPU cloud.
01The CompanyFounding, founders, research lineage.
02Product SurfaceInference API, fine-tuning, dedicated endpoints, training clusters.
03The Open-Source StrategyWhy curating Llama / Mixtral / Qwen / DeepSeek matters commercially.
04Research CredibilityFlashAttention, RedPajama, Together Research; the talent moat.
05Pricing & CommercialPer-token vs dedicated; how Together compares to OpenAI / Anthropic on cost.
06InfrastructureGPU partnerships, datacenter footprint, the build-vs-rent question.
07CustomersWho picks Together over hyperscaler-hosted inference.
08Competitive PositioningTogether vs Anyscale / Fireworks / Lepton / Replicate / Modal.
09Financial ShapeFunding, scale, profitability trajectory.
10OutlookWhere Together goes — inference platform or training shop.