SwitchGate AI vs Together AI (2026)

Together AI runs open models on its own GPU cloud; SwitchGate routes one API across many providers, including Together-style open models, with governance built in. Different tools, honest comparison.

Last updated August 12, 2026 · figures are launch placeholders and public positioning; verify with each vendor.

Side by side

SwitchGate vs Together at a glance

This one is less a rivalry than a category difference: Together AI is an inference provider you can route to, while SwitchGate is the router. Here's what each is actually for.

Feature comparison between SwitchGate AI and Together AI
Feature	SwitchGate AI	Together AI
Multi-provider model catalog	✓	Own GPUs, open models
OpenAI-compatible API	✓	✓
Top-up / platform fee	4.9% · $0.50 min	Per-token pricing*
Paid credits expire	Never	—
Per-user budgets & model locks	✓	—
Assign API keys to named users	✓	—
Runaway-agent kill switch	✓	—
Burnable prepaid keys	✓	—
Your own model via device agent	✓	—
Zero-credit semantic cache hits	✓	—
French-aware routing	✓	—
Canadian hosting (Loi 25)	✓	—

* Competitor columns summarize public positioning as of Aug 2026 and simplify heavily; plans and features change often, so verify on Together AI's own site before deciding. SwitchGate figures are launch placeholders.

The honest version

Where Together shines

Together AI operates its own GPU fleet and is one of the best places to run open-weight models fast: aggressive per-token prices on Llama, Qwen and DeepSeek families, fine-tuning pipelines, and dedicated endpoints when you need reserved capacity. If your workload is one open model at serious scale, going straight to a provider like Together is often the right call.

Where SwitchGate shines

One API over every provider. Anthropic, OpenAI, Google, Mistral, Groq, Bedrock and open-model hosts behind a single endpoint, so you're never locked to one fleet's catalog or uptime.
Cross-provider failover. When one host degrades, the gateway retries the same request elsewhere and reports one measured success rate.
Governance & security a provider can't give you. Per-user budgets, keys assigned to named users, model locks, the kill switch and one ledger across every provider you use, including Together-style hosts.
Your own GPUs count too. With the SwitchGate Agent, a local vLLM or Ollama box joins the same catalog as the cloud providers, behind the same budgets and tracing.

Which should you pick?

They compose rather than compete: many teams route to open-model hosts like Together through a gateway. Pick a direct provider when you run one model at scale and want the lowest per-token price; put SwitchGate in front when you use several providers, several people share the bill, or you need budgets, locks and a single ledger.

Looking for a Together AI alternative?

Searching for a Together AI alternative often means one of three things. If you want the same open models from a different GPU fleet, several hosts in the SwitchGate catalog serve Llama, Qwen and DeepSeek families at list price — switchable with a string change. If you want your own hardware to serve the model, the device agent tunnels your vLLM or Ollama box behind the same API. And if what you actually need is what no single provider offers — cross-provider failover, per-user budgets, one ledger — that's the gateway itself. Most teams don't replace Together; they route to it (and past it, when it stumbles) through SwitchGate.

Switching takes one line

Both platforms speak the OpenAI API, so migrating is a base_url change: point your SDK at https://api.switchgate.ai/v1, keep your prompts and model IDs, and your budgets, locks and cost ledger start working on request one. Read the quickstart →

FAQ

SwitchGate vs Together: common questions

Is SwitchGate a replacement for Together AI?

Not exactly. Together AI is an inference provider running models on its own GPUs; SwitchGate is a gateway that routes one OpenAI-compatible API across many providers. They are complementary: gateways commonly route open-model traffic to hosts like Together.

Can I access open-source models through SwitchGate?

Yes. Open-weight families such as Llama, Qwen, Kimi and DeepSeek are in the catalog via multiple hosts, at provider list price. You can also serve your own open models locally through the SwitchGate Agent.

Why add a gateway instead of calling a provider directly?

A gateway adds what single providers can't: cross-provider failover, one ledger, per-user budgets and locks, keys assigned to specific users, and the ability to swap models with a string change instead of a new integration.

Does routing through a gateway add cost?

Model usage stays at provider list price. SwitchGate's fee is 4.9% when you top up credits, with no per-seat or per-request charges.

More comparisons: SwitchGate vs OpenRouter · SwitchGate vs Portkey

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