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Why OceanToken

One platform for every model your team uses.

OceanToken is a model API and AI work platform for companies and development teams. Developers build on one API, employees work in one workspace, and the business runs both from one place.

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The problem

More models. More mess.

Every new model adds another integration, another bill and another question about who can use what. Each of these has a direct fix.

  1. 01

    One integration per vendor

    Every provider has its own API, keys and price list. Teams wire them up one by one, and pay list price for all of it.

    Fixed byOne API
  2. 02

    AI stuck with the engineers

    People who don’t code fall back on personal AI accounts, pasting company data where no one can see it.

    Fixed byAI Workspace
  3. 03

    Bills and keys no one owns

    Spend is split across providers, keys get shared, and no one can say who used what.

    Fixed byCentral Control
  4. 04

    No rules for sensitive data

    No one is sure what can go to an outside model and what must stay in-house.

    Fixed byData & plans

The platform

Two ways in. One place to run them.

Developers come in through the API, everyone else through the workspace. Both draw on the same 500+ models and answer to the same controls.

01

For developers and agents

One API

  • 500+ models through one interface
  • Lower model costs
  • Smart routing and automatic fallback
  • Plugins, MCP and CLI for your agents
 02

For everyone else

AI Workspace

  • Deep Research with cited sources
  • Images, video and copy for marketing and sales
  • Chat that picks up where you left off
  • Every model in one place
03

For the business

Central Control

  • Unified billing
  • Keys and access
  • Usage monitoring
  • Team and key spend limits

01One API

Every model behind one API. At a better price.

Fixes: one integration per vendor

Text, image, video and audio models behind a single interface. Switch or combine models without rewriting your code.

Every request goes through one OceanToken API. Routing picks the model; if a provider fails, the same model answers through another provider.

  • Model recommendations

    Get the right model for each use case, instead of researching dozens yourself.

  • Smart routing

    Send a call to the smart router and each prompt goes to a model that matches how demanding it is.

  • Automatic fallback

    When a provider times out, hits a rate limit or goes down, the same model is retried through another provider.

Same models. Up to 40% less.

Competitively priced model channels, quoted by model and volume. Two more ways to spend less:

  • Batch what can wait

    Document sorting, asset generation and product tagging can trade a longer turnaround for a lower price.

  • Self-host when the numbers work

    With your own GPUs or steady, high volume, we work out whether open-source models in your environment cost less.

Save up to40%
Biggest discount todayDeepSeek V4 Pro (0813) · DeepSeek V4.1 Flash8 popular models compared
−37%

Seedance 2.0 · video

$0.377Official$0.238

65% below fal.ai

OceanToken · per second of 1080p video

−35%

GLM 5.2

$2.90Official

$1.89OceanToken · per 1M tokens

−25%

Qwen3.8 Max

$4.00Official

$3.00OceanToken · per 1M tokens

−25%

Qwen3.8 Flash

$0.31Official

$0.233OceanToken · per 1M tokens

−25%

GLM 5.3

$2.90Official

$2.18OceanToken · per 1M tokens

−10%

Kimi K3

$9.00Official

$8.10OceanToken · per 1M tokens

Estimated blended price per 1M tokens (50% input, 50% output) at maximum eligible discounts, against the official model rates. Volume or prepayment terms apply. Snapshot: October 2, 2026. Seedance: upscaled 1080p channel at the maximum tier; fal.ai $0.682/s on October 16, 2026.
Your coding agent

› Install OceanToken for me

✓ OceanToken installed

✓ Connected · 500+ models available

› Make a 10-second launch teaser with MiniMax H3

✓ teaser.mp4 ready · MiniMax H3

Illustration

Ready inside your agents.

Plugins for the major agent platforms, plus our own MCP server and CLI. Ask your coding agent to install OceanToken and every model, including image and video generation, is available where you already work.

  • PluginsFor the agent platforms your team already uses
  • MCP serverEvery model as a tool, for any MCP client
  • CLIScripts, CI and terminals

02AI Workspace

AI your whole team can use. No code required.

Fixes: AI stuck with the engineers

Alongside the API, OceanToken gives every employee a workspace they can open and use right away, managed by the same controls as everything else.

DeepSeek V4 Pro ⌄
Research EV charging networks in Southeast Asia. Compare coverage and pricing, with sources.
  1. Searching the web · 32 sources
  2. Reading and comparing
  3. Writing the report
EV charging in Southeast Asia
[1][2][3]+29 sources
SEA_EV_charging_report.pdf
Illustration

  • Deep Research

    Searches the web, reads and compares sources, and writes a cited report.

  • Marketing and sales assets

    Turn one brief into images, video and copy for campaigns, launches and sales decks.

  • Chat that picks up where you left off

    Conversations are saved to your account, so you can continue one later or from another device.

  • Every model, one place

    Pick the best model for each task without another subscription.

DataWorking with financial reports, employee records or core code? The workspace and models can run in your own environment.See deployment options →

03Central Control

Know where every dollar goes. Decide who can spend what.

Fixes: bills and keys no one owns

API and workspace usage land in one place, with one bill, one set of keys and one set of rules.

Central Control
Cost this month$12,480One bill across every model
Usage this month1,204,310Requests from API and workspace
Fail rate0.30%Errors and blocked calls

All keys within their credit limits

TimeKeyModelCost
  • 10:13:32workspaceQwen Image 3$4.80
  • 10:13:09research-appGLM 5.3$7.60
  • 10:12:46support-botQwen3.8 Flash$1.20
  • 10:12:23workspaceMiniMax H3$72.00
  • 10:12:00growth-apiDeepSeek V4 Pro$16.80
Illustration

  • Unified billing

    One prepaid balance across every model, with spend broken down by key and model.

  • Keys and access

    Give each app its own key with an expiry date, and rotate or delete it in one click.

  • Usage monitoring

    See requests, spend and failures by key and model, down to each request in the logs.

  • Team and key spend limits

    An organization shares one prepaid wallet and caps each team’s spend from it. Each key gets its own credit limit, with an optional daily, weekly or monthly reset.

Data & plans

Your data decides how you run OceanToken.

Fixes: no rules for sensitive data

Choose the setup each workload’s data requires. The plan follows from it.

Where can this workload’s data go?

External models, with safeguards

Self-serve

Pay as you go

Personal data and secrets we can detect are masked before a request reaches a model. Stored request content is deleted after a year, as the Privacy Policy describes.

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Managed hosting

Enterprise

Custom agreement

Open-source models we deploy and run for you, with access rights, environment isolation and data retention agreed per project.

In your environment

Enterprise + FDE

Scoped per project

Models, workspace, logs and memory run on your own infrastructure, with rules for data access and external calls.

Enterprise rates are agreed around expected usage. FDE projects are scoped and quoted separately.

Forward Deployed Engineering

Engineers who put models to work in your business.

When the right setup goes beyond an API key, our engineering team works inside your business context to deploy, optimize and integrate it.

  1. 01

    Deploy on your GPUs

    We assess your hardware and workloads, deploy suitable open-source models, tune inference performance and plan capacity.

  2. 02

    Connect multi-model workflows

    When a process needs several models working together, we turn the steps into a workflow you can run again and again.

  3. 03

    Deliver the workspace too

    Models, APIs and the workspace your employees use land together, configured for your rules.

What are you using models for?

Tell us what you’re working on. We’ll start with the most practical question for you.

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