InternVL3 38B
InternVL3 38B 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
16K
Context window
At a glance.
| Provider | Fireworks AI |
| Family | internvl3 |
| Released | — |
| License | Open weights |
| Context window | 16K tokens |
| Max output | — |
| Parameters | 38B |
| Modalities | text, image |
| Tool calling | No |
| Reasoning mode | No |
| Caching | none |
| Batch discount | No batch tier |
What reuse looks like here.
Not yet profiled
Pricing, context, and capabilities for InternVL3 38B 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.
from openai import OpenAI
client = OpenAI(base_url="https://api.zumik.ai/v1", api_key="zk_live_...")
r = client.responses.create(
model="internvl3-38b",
input="Draft a fix for the failing test.",
)
print(r.usage.input_tokens_cached) # confirm reuseInternVL3 38B, answered.
How much does InternVL3 38B cost?
InternVL3 38B 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 InternVL3 38B's context window?
InternVL3 38B supports a 16K-token context window.
Run InternVL3 38B with reuse measured.
Point an OpenAI client at Zumik and see exactly how much of this model's input you are reusing.