BlogAptible LLM Gateway vs Concentrate: Pricing, BAA Coverage, and What $200 vs $499 Actually Gets You
Aptible wins on price below $2,000 monthly spend; Concentrate saves money above that threshold.
Concentrate.ai
BlogAptible wins on price below $2,000 monthly spend; Concentrate saves money above that threshold.
Concentrate.ai
Aptible's LLM Gateway is $200 a month plus usage billed at list model price plus a 15% markup. Concentrate is $499/month with a BAA, with inference at provider rates and no per-request fees or markup on tokens (no subscription fee without a BAA). Aptible costs less below about $2,000 a month of model spend. Above that, Concentrate costs less, and the gap grows with every token you send, because Concentrate's subscription stays the same however much you use.
Price isn't the only difference. The two products also handle prompt storage and PHI removal differently. Here's what each one gets you, with sources.
Aptible's LLM Gateway page lists "$200/month plus usage," with usage "billed at list model pricing plus a 15% markup," plus volume and startup discounts. Concentrate's HIPAA plan is $499/month for access to all of our BAAs, with inference billed at provider rates and no markup. Here is the monthly total at the same list-rate spend:
| Monthly model spend at list rates | Aptible ($200 + list + 15%) | Concentrate ($499 + provider rates) | Difference |
|---|---|---|---|
| $1,000 | $1,350 | $1,499 | Aptible $149 less |
| $2,000 | $2,500 | $2,499 | About even |
| $10,000 | $11,700 | $10,499 | Concentrate $1,201 less |
| $50,000 | $57,700 | $50,499 | Concentrate $7,201 less |
| $100,000 | $115,200 | $100,499 | Concentrate $14,701 less |
Illustrative, assuming the same models and token mix, before negotiated or startup discounts. The break-even is about $1,993 a month: that's where Aptible's 15% markup plus $200 equals Concentrate's $499. Aptible prices read from its LLM Gateway page in November 2026.
Both companies sign one BAA for models reached through their gateway. Aptible says its gateway "covers Anthropic, OpenAI, Google, and a range of open-weight models, all under a single BAA." On Concentrate, you sign one BAA with us, and we hold separate BAAs with each provider that serves a covered route. Today those providers include OpenAI, Anthropic, Google Vertex AI, Azure, Azure Fireworks, Fireworks AI and Baseten, covering 72 models such as Claude, GPT, Gemini, DeepSeek, GLM, Kimi and Grok. Every covered model and provider route is listed in Model Fortress, with prices.
This is the biggest difference after price. Aptible's documentation says every request and response is logged automatically, including prompt content and responses, and that logs are kept for 6+ years. Some teams want that record. Others don't want PHI payloads stored by another vendor.
On a Concentrate HIPAA organization, request-content logging is locked off, so prompt and response bodies are not stored. Zero data retention also stays locked on. Concentrate still keeps operational metadata (model, provider, token usage, cost, key, status and elapsed time) so you can see spend and outcomes.
Aptible's comparison table marks de-identification as "coming soon." Concentrate's data redaction is available today as a separate setting you turn on, and it runs before a request leaves the gateway.
| Aptible LLM Gateway | Concentrate | |
|---|---|---|
| Monthly plan | $200/month | $499/month with a BAA (no subscription fee without one) |
| Token pricing | List price plus 15% markup | Provider rates, no per-request fees or token markup |
| BAA | One BAA for models through the gateway | One BAA; Concentrate holds the provider BAAs |
| Prompt and response storage | Full payloads logged, kept 6+ years | Locked off on a HIPAA organization |
Aptible details from its LLM Gateway page and docs, read November 2026.
How much does Aptible LLM Gateway cost? Aptible lists $200 a month plus usage, billed at list model price plus a 15% markup, with volume and startup discounts available.
Does Aptible mark up tokens? Yes. Aptible bills usage at list model pricing plus 15%. Concentrate bills inference at provider rates with no markup.
Is Concentrate cheaper than Aptible? Above about $2,000 a month of model spend at list rates, yes. At $100,000 a month, the illustrative totals are $100,499 on Concentrate and $115,200 on Aptible, before discounts.
Does Aptible store my prompts? Aptible's docs say every request and response is logged and kept for 6+ years. On a Concentrate HIPAA organization, prompt and response bodies are not stored.
Does Concentrate sign a BAA? Yes. BAA use is $499/month, with no per-request fees and no markup on tokens. Without a BAA there is no subscription fee. Start at concentrate.ai/compliance.
Can I switch from Aptible to Concentrate? Yes. Sign the BAA, we enable HIPAA mode on your organization, then point your app at Concentrate's API and test with synthetic data before sending PHI.
LLM Gateway
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| PHI de-identification | Coming soon | Data redaction available |
| Failover | Between providers serving the same model | Only to other BAA-covered routes; rejected if none is left |