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Pareto 26.10 Preview

kilo/pareto-26-10-preview

من kilo · أُصدِر 2026-10-01

$0.800
الإدخال / 1M رمز
$3.20
الإخراج / 1M رمز
1.05M
نافذة السياق
131K
أقصى إخراج

Prices in USD per 1M tokens. Unknown means the provider does not publish per-token pricing.

القدرات

✓ استدعاء الأدوات✗ تفكير✗ إخراج منظم✓ المرفقات✗ أوزان مفتوحة✓ التحكم بالحرارة
الوسائط المدعومة: إدخال text, image · إخراج text

Model fit scores

0–100 · higher is better

These scores reward declared capabilities, context size, price and provider availability — they are not benchmark results. Use them as a directional signal alongside your own evaluation.

Coding61
  • Tool calling40/40
  • Structured output0/20
  • Reasoning0/10
  • Context window (100K → 1M)20/20
  • Provider availability1/10
Agents51
  • Tool calling35/35
  • Structured output0/25
  • Reasoning0/15
  • Output token limit15/15
  • Provider availability1/10
JSON / structured output42
  • Structured output / JSON mode0/50
  • Tool calling20/20
  • Temperature control10/10
  • Price-friendly for high-volume12/20
Cost efficiency52
  • Headline price (log-scaled)47/95
  • Has prompt-cache pricing5/5
Long context91
  • Context window (100K → 2M)81/90
  • Has published price for full window10/10
Vision91
  • Accepts image input50/50
  • Context window (10K → 1M)30/30
  • Has published price10/10
  • Provider availability1/10
Production-readiness65
  • Number of independent providers5/40
  • Has published per-token price20/20
  • Context window ≥ 8K15/15
  • No data inconsistencies across providers10/10
  • Official model (not derivative)15/15

Cost Efficiency Index

Open full calculator →

Estimated cost using the recommended provider's headline rate. Each scenario fixes average input/output tokens — the assumptions are shown in the third column.

ScenarioCostAssumption
RAG answer
per 1,000 RAG answers
$5.60
< $0.01 per request
5K input tokens (query + 4 retrieved chunks of ~1K each) and a 500-token answer. Typical SaaS knowledge-base bot.
Support ticket triage
per 10,000 tickets
$11.20
< $0.01 per request
1K input tokens (ticket body + system prompt) and a 100-token JSON classification reply. High-volume customer support.
Data extraction
per 1,000 documents
$3.20
< $0.01 per request
2K input tokens (a single document page) and a 500-token JSON extraction. ETL / invoice / form pipelines.
Code review
per 1,000 PRs
$9.60
< $0.01 per request
8K input tokens (diff + surrounding files) and a 1K-token review comment. PR-bot workloads.
Agent step
per 1,000 steps
$11.52
$0.01 per request
12K input tokens (long-running tool history) and a 600-token tool-call decision. Cost per agent step.

تفاصيل التسعير

السعر المُوصى به من kilo · unbiased/pareto-26.10-preview

$0.800
إدخال
$3.20
إخراج
$0.030
قراءة من الكاش

متاح لدى 1 مزود

المزودمعرف نموذج المزودإدخال / 1Mإخراج / 1Mالسياقتاريخ الإصدار
Kilo Gateway
kilo
unbiased/pareto-26.10-preview$0.800$3.201.05M2026-10-01

Frequently asked questions

How much does Pareto 26.10 Preview cost?

Pareto 26.10 Preview costs $0.800 per 1M input tokens and $3.20 per 1M output tokens, sourced from kilo. Cache reads, audio tokens and >200K-context tiers (where applicable) are listed in the Pricing detail block above.

What is the context window of Pareto 26.10 Preview?

Pareto 26.10 Preview has a context window of 1.05M tokens, with a max output of 131K tokens per reply. This is the total combined size of prompt + completion.

Does Pareto 26.10 Preview support tool calling?

Yes. Pareto 26.10 Preview supports tool calling (function calling). This makes it suitable for production agent and automation workloads where the model has to invoke external functions reliably.

Does Pareto 26.10 Preview support structured output / JSON mode?

No. Pareto 26.10 Preview does not support structured output / JSON-schema-constrained decoding. If your workflow requires it, look at the /capabilities/structured-output list for alternatives.

Can Pareto 26.10 Preview accept image input?

Yes. Pareto 26.10 Preview accepts both text and image input. Vision pricing per image is usually billed on top of the regular token rate — check kilo's docs for the exact rule.

Is Pareto 26.10 Preview open-weight?

No. Pareto 26.10 Preview is a proprietary model — only kilo (and any approved hosting partners) can serve it. The pricing above reflects the cheapest API access.

What are the best alternatives to Pareto 26.10 Preview?

If Pareto 26.10 Preview doesn't fit, consider OpenRouter Free Models Router, Space Bunny Alpha (retires Oct 5), ByteDance Seed: Seed 1.6 Flash. Each one targets the same use case — see the Related links below for direct head-to-head pages.

Where does this data come from?

All numbers are normalised into a single canonical model record and reconciled with each provider's official documentation. We re-pull daily and write any changes (price, context, capability) to the /changelog page.

Explore more

More kilo models

Capability lists this model is in

See also

آخر تحديث:

Pricing and capabilities are refreshed daily and reconciled against each provider's official documentation. Always verify critical production decisions with the provider directly.