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Unbiased / Text & vision

Pareto

By the OceanToken teamPrices from the OceanToken catalogCatalog as of November 5, 2026

Pareto (unbiased/pareto) is a multimodal language model from Unbiased on the OceanToken API at $0.80 per 1M input tokens and $3.20 per 1M output tokens, with a 1.05M-token context window and tool calling and image input.

Context window
1.05M tokens
Max output
131K tokens
Input
text + image
Output
text
Chat with this model Get API Key 

LearnWhat Pareto is and what it can do

What is Pareto?

Pareto is a multimodal language model from Unbiased, suited to tool-using agents and image understanding.

Per 1M input / output tokens
$0.80 / $3.20

Starting price

Context window
1.05M

Up to 131K output per reply

Input
text + image

Output: text

What Pareto can do

  • Tool-using agents

  • Image understanding

CompareHow its price and specs stack up

Pareto vs similar models: price

What you pay for Pareto and the models most like it: the same kind of work, from the families we feature, priced within about three times of it.

Per 1M tokens, half input and half outputPrices as of November 5, 2026.

  1. ParetoUnbiased

    • Price$2.00

  2. Gemini 3.8 FlashGoogle

    • Official$2.25
    • Tier 1–3$2.025 −10%

  3. GLM 5.3Z.ai

    • Official$2.90
    • Tier 1$2.465 −15%
    • Tier 2$2.32 −20%
    • Tier 3$2.175 −25%

  4. Qwen3.8 MaxQwen

    • Official$4.00
    • Tier 1$3.80 −5%
    • Tier 2$3.40 −15%
    • Tier 3$3.00 −25%

  5. DeepSeek V4.1 Flash (1017)DeepSeek

    • Official$0.75
    • Tier 1$0.525 −30%
    • Tier 2$0.488 −35%
    • Tier 3$0.45 −40%

  6. GPT-6.1 SolOpenAI

    • Official$6.00
    • Tier 1–3$5.40 −10%

  • Pareto vs Gemini 3.8 Flash

    Gemini 3.8 Flash costs $2.025: 1.0× the price of Pareto.

    −10% at the top tier

    Gemini 3.8 Flash API 

  • Pareto vs GLM 5.3

    GLM 5.3 costs $2.465: 1.2× the price of Pareto.

    −25% at the top tier

    GLM 5.3 API 

  • Pareto vs Qwen3.8 Max

    Qwen3.8 Max costs $3.80: 1.9× the price of Pareto.

    −25% at the top tier

    Qwen3.8 Max API 

  • Pareto vs DeepSeek V4.1 Flash (1017)

    DeepSeek V4.1 Flash (1017) costs $0.525: 74% less than Pareto.

    −40% at the top tier

    DeepSeek V4.1 Flash (1017) API 

  • Pareto vs GPT-6.1 Sol

    GPT-6.1 Sol costs $5.40: 2.7× the price of Pareto.

    −10% at the top tier

    GPT-6.1 Sol API 

Pareto specs

The technical card for Pareto, from the OceanToken catalog.

Context window
1.05M tokens

1,048,576

Max output
131K tokens

131,072

Input
text, image
Output
text
Reasoning
Not listed yet
Tool calling
Yes
Structured outputs
Not listed yet
Prompt caching
Reads $0.03

official price, at every tier

Pareto model ID and endpoint

OceanToken model ID
unbiased/pareto
OpenAI-compatible base URL
https://api.oceantoken.ai/v1
Endpoint
POST /v1/chat/completions

Buy and buildWhat it costs and how to send your first request

Pareto API pricing

Prices come from the OceanToken catalog as of November 5, 2026. You pay per use from a prepaid balance, with no subscription.

Input
$0.80 / 1M tokens
Output
$3.20 / 1M tokens
Cached input
$0.03 / 1M tokens

OceanToken starting price as of November 5, 2026. The console always shows the current price. How tiers work

Add credits Specs, request sample and alternatives in the docs 

Pareto cost calculator

Pick a typical request or enter your own token counts. The calculator uses the starting prices on this page and shows the same workload on the models compared above.

Per request
$0.06
Per month
$60.80

The same workload per month

Pareto$60.80
Gemini 3.8 Flash$54.00
GLM 5.3$86.36
Qwen3.8 Max$136.80
DeepSeek V4.1 Flash (1017)$15.96
GPT-6.1 Sol$144.00

At the starting price (tier 1). Cached input is billed at the cache-read price; cache writes are left out because they depend on how often your prompt prefix changes. Your console shows the rate for your tier.

What a request costs

RequestInput tokens per requestOutput tokens per requestCost
Chat reply2,000600$0.0035
Agent step60,0004,000$0.06
Long document summary400,00012,000$0.36

Input and output tokens at the starting price above, with no caching.

How to use Pareto on OceanToken

Three steps from no account to a working request. The same key and balance work for every model in the catalog.

  1. Create an account and get an API key

    Create an OceanToken account, then create a key. One key works for every model your account can use.

    Get API Key 

  2. Add credits

    OceanToken is prepaid: add credits, and each request is billed from that balance. Your console shows the rate for your tier.

    Add credits 

  3. Call Pareto from your code

    Point an OpenAI SDK at https://api.oceantoken.ai/v1 and use the model ID unbiased/pareto. The code below sends one request.

    Get API Key 
    from openai import OpenAI
# Your API Key from the OceanToken console
client = OpenAI(base_url="https://api.oceantoken.ai/v1",
                api_key="YOUR_API_KEY")
reply = client.chat.completions.create(
    model="unbiased/pareto",
    messages=[{"role": "user", "content": "Hello"}])
print(reply.choices[0].message.content)

    Specs, request sample and alternatives in the docs 

Pareto API: frequently asked questions

Pareto is a multimodal language model from Unbiased, suited to tool-using agents and image understanding.

Pareto costs $0.80 per 1M input tokens and $3.20 per 1M output tokens. Cached input costs $0.03 per 1M tokens. These are OceanToken starting prices as of November 5, 2026, charged per use to your prepaid balance. The console always shows the current price.

Pareto has a context window of 1.05M tokens (1,048,576 tokens).

Pareto supports tool calling and image input (vision). It takes text and image input and returns text. The catalog does not list reasoning for it.

Send requests to https://api.oceantoken.ai/v1/chat/completions with the model ID unbiased/pareto and your OceanToken API key. The API is OpenAI-compatible, so an OpenAI SDK needs only the base URL https://api.oceantoken.ai/v1 and your key. The Responses API and the Anthropic Messages API (/v1/messages) work too. The same OceanToken API key works for every model your account can use. Full reference: docs.oceantoken.ai.

OceanToken is prepaid. Open Credits in the console, choose an amount and pay by card on Stripe's hosted checkout page (Link works too). Your balance updates a few seconds after payment. Have a trial code? Redeem it on the same page.

Purchased credits are valid for 12 months from the date of purchase. Credits from trial codes, promotions or gifts may have a shorter validity. All purchases are final and non-refundable, except where the law requires a refund. Section 6 of the Terms of Service has the details.

Not if the request never ran: a request refused for an insufficient balance or by a safety check, or one whose provider fails before returning any output, is not charged. A video job that fails releases the amount it held. If a request breaks off after the model has started producing output, for example a stream cut off part-way, you pay for the tokens that were processed and generated for it.

Similar language models

Nova Pro 1.0Amazon Relace SearchRelace Kimi K2 0905MoonshotAI Kimi K2 0711MoonshotAI Mistral Large 3 2512Mistral Llama 3.3 70B InstructMeta 

Compare Pareto with other models

Gemini 3.5 FlashGoogle−10% GPT-6.1 SolOpenAI−10% Claude Sonnet 5.5Anthropic−10% 

Keep exploring

LLM API prices, lowest first 

Sources

By the OceanToken team, from the catalog and the sources above.

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