macrostack
Browse

The AI stack

Categories

Local & Sovereign AINotes & KnowledgeObservability & MonitoringPassword ManagersWeb AnalyticsTeam ChatSmart HomeNetworking & RoutersVideo ConferencingCloud Storage & SyncPhotos & MediaAPI DevelopmentImage EditingWorkflow Automation & iPaaSDeveloper Tools & ContainersOffice & Productivity SuitesNo-Code DatabasesCode Hosting & Git ForgesProject ManagementEmail Marketing & NewslettersScheduling & BookingError Tracking & Exception MonitoringLog Management & SIEMVPN & PrivacyEmail & Secure MailVector Databases & AI SearchLLM & Agent FrameworksDomains & Web HostingData Removal & PrivacyAuthentication & IdentityHelp Desk & Customer SupportCloud & VPSKubernetes & Container PlatformsEmbedding ModelsPDF & DocumentsAI Coding AssistantsAI Voice & SpeechLLM Observability & EvaluationLLM Gateways & RoutingCloud GPU & AI ComputeCI/CD & build automationData & pipeline orchestrationModel serving & inferenceAI agent frameworksBackend as a serviceSecrets managementFeature flags & experimentationProduct analyticsSearch infrastructureUptime & status monitoringAffiliate & partner platformsVisitor identification & personalisationWikis & internal docsIdentity & access managementData warehouses & analytics enginesCustomer data platformsCRMObject storageBI & dashboardsE-signatureWhiteboards & diagrammingIn-memory data stores & cachingPlatform as a serviceTransactional & bulk emailHeadless CMSDesign & prototypingE-commerce platformsInternal tools & admin panelsManaged databasesForms & surveysFine-Tuning & Model TrainingRAG & Retrieval PlatformsLLM Evaluation & TestingAI Guardrails & Content SafetySpeech Recognition & TranscriptionExperiment Tracking & ML OpsDocument AI & OCR

About

How we rank & score
Head-to-head · Local & Sovereign AI

Together AI vs Anthropic Claude API

Both are alternatives to OpenAI API (ChatGPT). Here's how they stack up — verified facts, no spin.

Also searched as Anthropic Claude API vs Together AI — same comparison, one verdict.

46

Together AI

One API for the whole open-model universe — Llama, DeepSeek, Qwen and more.

SOURCE-AVAILABLEProprietary (platform); serves open-weight models

Together AI is a hosted inference cloud for open models: one OpenAI-compatible API serving Llama, DeepSeek, Qwen, Mistral and dozens more, priced from about $0.05 to $9 per million tokens (Llama 3.3 70B around $0.88). The platform itself is commercial, but everything it serves is open-weight — so unlike a closed lab API, your exit is real: the same model you call today can run on your own GPUs tomorrow. A strong bridge for teams not ready to operate vLLM themselves.

34

Anthropic Claude API

The frontier-quality closed alternative — strongest at reasoning and code.

SOURCE-AVAILABLEProprietary

If you're leaving OpenAI but still want closed frontier quality rather than open models, Anthropic's Claude API is the direct competitor — widely regarded as the leader for complex reasoning, long-context work, and coding agents. Pricing runs Haiku $1/$5, Sonnet $3/$15, and Opus $5/$25 per million tokens, with batch at half price and prompt caching cutting repeated input costs by 90%. (Disclosure: Macrostack itself is built with Claude — this entry is ranked by the same sovereignty rules as everything else, which is why it sits below the open options.)

Side by side

 Together AIAnthropic Claude API
Sovereignty Score4634
Open sourceNoNo
Self-hostableNoNo
Local-firstNoNo
LicenseProprietary (platform); serves open-weight modelsProprietary
PricingUsage-based, ~$0.05–$9 per 1M tokens by model; intro credits for new accountsHaiku $1/$5 · Sonnet $3/$15 · Opus $5/$25 per 1M tokens; batch −50%, caching −90%
The verdict

Together AI edges it on the Sovereignty Score, but the right pick depends on the trade-offs below.

Together AI

Strengths

  • +Huge open-model catalog behind one OpenAI-compatible API
  • +The models are open — migrating to self-hosting later is realistic
  • +Often far cheaper than closed frontier APIs for comparable tasks

Trade-offs

  • A hosted US cloud — your prompts transit their infrastructure
  • Quality/cost varies widely across the catalog; you do the picking

Anthropic Claude API

Strengths

  • +Frontier-tier reasoning, coding, and long-context quality
  • +Prompt caching and batch pricing cut real-world costs sharply
  • +Mature safety behavior for user-facing products

Trade-offs

  • Closed and hosted-only — same lock-in shape as OpenAI
  • Top-tier models are premium-priced
See all 8 OpenAI API (ChatGPT) alternatives →

Related alternative guides

Facts verified 2026-07-04. Licenses and pricing change — spotted something out of date? That's a correction we want.

The Macrostack brief

New swaps, worth your inbox.

A short, occasional email when we add a high-intent alternative or ship a new head-to-head. No spam, no selling your address — unsubscribe in one click.