Aidena

— AI STACK RECOMMENDATION

Together AI Alternative Stack

Production-ready inference and model serving stack combining unified API access, open-source frameworks, and cost-effective deployment for running LLMs at scale.

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Together AI Alternative Stack

Production-ready inference and model serving stack combining unified API access, open-source frameworks, and cost-effective deployment for running LLMs at scale.

high confidence

Core Stack ℹī¸Ž

AI/ML API

Primary

Unified API aggregator providing access to 200+ AI models through a single OpenAI-compatible endpoint with pay-as-you-go pricing, directly replacing Together AI's multi-model access pattern.

$0/month (pay-per-token)

Cerebras Inference

Primary

High-throughput inference API delivering 2000+ tokens/sec on Llama models, offering superior performance and cost-efficiency compared to Together AI for large-scale inference workloads.

$0/month (pay-per-token)

Complete the Stack ℹī¸Ž

BentoML

Alternative

Open-source model serving platform supporting any ML framework with GPU autoscaling and one-command cloud deployment, enabling self-hosted inference as an alternative to Together AI's managed service.

$0/month (self-hosted)

Baseten

Alternative

ML model serving platform deploying any model as production-grade API in minutes with auto-scaling and GPU support, providing managed inference similar to Together AI with flexible pricing.

$0/hour (pay-per-use)

Cloudflare AI Gateway

Alternative

API gateway adding observability, caching, rate limiting, and cost tracking across multiple LLM providers with fallback routing, complementing inference providers with unified analytics.

$0/month (freemium)

Getting started

  1. 1Start with AI/ML API for immediate multi-model access via OpenAI-compatible endpoint.
  2. 2Integrate Cerebras Inference for high-throughput workloads requiring maximum token throughput.
  3. 3Add Cloudflare AI Gateway to monitor costs and add caching across both providers.
  4. 4For custom models, deploy with Baseten for managed hosting or BentoML for self-hosted control.
  5. 5Set up fallback routing in Cloudflare AI Gateway between providers for reliability.
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