Seed OSS 36B Instruct

Seed OSS 36B Instruct on Zumik: live pricing, context, and caching, routable by id or alias through one OpenAI-compatible endpoint.

Input / 1M tokens
Output / 1M tokens
Cache read
524K
Context window

At a glance.

ProviderFireworks AI
Familyseed_oss
Released
LicenseOpen weights
Context window524K tokens
Max output
Parameters36B
Modalitiestext
Tool callingYes
Reasoning modeNo
Cachingnone
Batch discountNo batch tier

What reuse looks like here.

Not yet profiled

Pricing, context, and capabilities for Seed OSS 36B Instruct are live, but it is outside the flagship set Zumik benchmarks in depth, so measured reuse, capture, and warm TTFT are not shown yet. Run a workload estimate or route it by id to start collecting traces.

Same OpenAI client, this model.

python
from openai import OpenAI

client = OpenAI(base_url="https://api.zumik.ai/v1", api_key="zk_live_...")

r = client.responses.create(
    model="seed-oss-36b-instruct",
    input="Draft a fix for the failing test.",
)
print(r.usage.input_tokens_cached)   # confirm reuse

Seed OSS 36B Instruct, answered.

How much does Seed OSS 36B Instruct cost?

Seed OSS 36B Instruct is an open-weights model routed through Fireworks AI. It is priced on the host's serverless size tier rather than a single published per-token list price, so it shows "—" here until profiled.

What is Seed OSS 36B Instruct's context window?

Seed OSS 36B Instruct supports a 524K-token context window.

Run Seed OSS 36B Instruct with reuse measured.

Point an OpenAI client at Zumik and see exactly how much of this model's input you are reusing.