> DigitalOcean
DigitalOcean's AI stack is GPU Droplets plus a managed Inference product (model catalog, serverless and dedicated inference, agents and knowledge bases) rather than one hosted LLM endpoint. GPU Droplets bill per second from $0.76/GPU/hour (RTX 4000 Ada) up to $11.19/GPU/hour spot or $7.94 reserved for HGX B300, and serverless inference is prepaid only, charging published per-token rates such as Llama 4 Maverick at $0.20 input / $0.696 output per 1M tokens and gpt-oss-120b at $0.055 / $0.385. New accounts can receive a $5 credit valid for 90 days.
// pros
- Serverless inference prices are aligned with each model provider's own published rates and cover both DigitalOcean-hosted open models (Llama 4 Maverick 17B at $0.20/$0.696 per 1M tokens, Gemma 4 at $0.18/$0.50, DeepSeek V4 Flash at $0.0679/$0.168) and commercial Anthropic and OpenAI models.
- Batch inference is charged at up to a 50% discount on OpenAI and Anthropic models and only completed requests are billed, so failed, guardrail-blocked or expired jobs are not charged for unprocessed work.
- GPU Droplets bill per second with a 5-minute minimum, and 12-month reserved pricing is well below on-demand (MI300X $1.91 versus $2.59 per GPU/hour; HGX B300 $7.94 versus $11.19 spot).
- Several capabilities carry no separate charge: agent creation, browsing and managing the model catalog, Inference Router during public preview, evaluation dataset storage, and knowledge-base retrieval through MCP servers priced the same as direct retrieval calls.
- Guardrail and tool add-ons are cheap and explicit: content moderation and jailbreak detection $0.20 per 1M tokens, sensitive data detection $0.34 per 1M tokens, web search $10 per 1,000 requests and web fetch $3 per 1,000 requests, with web tools not charged on Anthropic models.
// cons
- Serverless inference is prepaid only: a positive prepaid balance must be maintained and access is suspended at a $0 balance until it is replenished, an operational step most token-metered APIs do not require.
- Powered-off GPU Droplets continue to be billed because disk space, CPU, RAM and IP address remain reserved until the instance is destroyed.
- Spot GPU Droplets are interruptible; DigitalOcean aims to give at least 2 hours' notice but states it may reclaim with less notice or none in some cases including emergencies.
- Knowledge-base cost is multi-part - embedding tokens, reranking tokens ($0.01 per 1M reranking tokens) and OpenSearch storage - and semantic chunking can consume 1.5 to 3 times more indexing tokens than section-based or fixed-length chunking.
Use DigitalOcean when you want GPUs, a multi-vendor model catalog and batch discounting under one bill: dedicated or reserved GPU Droplets for steady inference, serverless for spiky traffic, with the prepaid balance kept topped up. It pairs well with its own knowledge-base and guardrail features instead of a separate vector store and moderation vendor.
written by Mike Fleming, Uprouter editorial · verified against official sources September 16, 2026
Value taken from the provider’s own published free-tier terms, expressed in USD.
note: A $5 new-account credit applied to usage and expiring after 90 days is described in the 'How does the $5 free credit work?' FAQ on the GPU Droplets pricing page; no larger AI-specific credit is stated on the official pages fetched.
| Plan | Type | Monthly | Input /1M | Output /1M | Note |
|---|---|---|---|---|---|
| Pay-as-you-go | payg | — | Free | Free | Cheapest tracked model rate (OpenRouter-normalized). |
| Claude Fable 5.1 (Serverless) | payg | — | $10.00 | $50.00 | Prices align with Anthropic's published rates. |
| GPT-5.6 Sol (Serverless) | payg | — | $4.00 | $20.00 | Prompts ≤ 272K tokens. |
Pricing normalized from public sources — always verify with the provider.
// model prices
| Model | Input /1M | Output /1M | Context |
|---|---|---|---|
| Meta-Llama-3.1-70B-Instruct | Free | Free | 131k |
| Llama-3.1-8B-Instruct | Free | Free | 131k |
| Mistral: Mixtral 8x7B Instruct | Free | Free | 33k |
$ Does DigitalOcean have a free tier?
No. DigitalOcean does not offer a meaningful free tier — entry requires payment (pay-as-you-go or a plan). We mark this explicitly rather than showing a misleading zero.
$ How much does DigitalOcean cost per 1M tokens?
The cheapest model we track at DigitalOcean is Free per 1M input tokens and Free per 1M output tokens. This is normalized from DigitalOcean's published pricing — verify with the provider before purchasing, since prices change frequently.
$ Is DigitalOcean safe to use?
Uprouter rates DigitalOcean as low risk. Low risk: first-party from a named public cloud. The honest caveat is scope: DigitalOcean does not run a general LLM API — it offers an Inference platform (serverless prepaid, dedicated endpoints, batch) and GPU Droplets from $0.76 to $11.19 per GPU-hour, with a $5 credit valid 90 days for new accounts (official FAQ). Plan around hourly GPU billing, not per-token convenience. Risk ratings are editorial, evidence-based, and never influenced by affiliate relationships.
Raw community sentiment, shown unblended. Votes never feed into objective data fields like price, risk, or status — and never into sort order.
No published reviews yet — be the first.
// more_informationprice history · live status · risk & confidence · code snippets
price_history
No recorded changes yet.
live_status
current: unknownNo probes recorded yet.
Uprouter runs its own probes; best-effort, not a guarantee. Probe results depend on our network location and cadence — for production, always use the provider’s own status page.
risk_&_confidence
Low risk: first-party from a named public cloud. The honest caveat is scope: DigitalOcean does not run a general LLM API — it offers an Inference platform (serverless prepaid, dedicated endpoints, batch) and GPU Droplets from $0.76 to $11.19 per GPU-hour, with a $5 credit valid 90 days for new accounts (official FAQ). Plan around hourly GPU billing, not per-token convenience.
Confidence reflects how much verifiable evidence (official docs, probe history, community reports) backs this entry. Risk is our editorial assessment of operator reliability and terms — not financial advice.
code_snippets
# DigitalOcean's own API — get a key from their dashboard
curl https://docs.digitalocean.com/products/ai-platform/chat/completions \
-H "Authorization: Bearer THEIR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "meta-llama-3-1-70b-instruct",
"messages": [{ "role": "user", "content": "Hello" }]
}'Direct to the provider — Uprouter receives nothing; verify their current pricing before purchasing.
Ranked by neutral similarity signals only — live status, free-tier shape and free-credit proximity. Commercial relationships never influence this list.