Question 1

What does this Ornith 1.0 31B vs Ornith 1.0 397B comparison cover?

Accepted Answer

It brings together documented inputs and outputs, token limits, deployment terms and available pricing. When both models have source-linked, verified results on a shared benchmark, those results are shown with their individual sources. The comparison is a starting point for evaluating your own workload.

Question 2

Which is cheaper: Ornith 1.0 31B or Ornith 1.0 397B?

Accepted Answer

The available pricing does not establish a comparable input and output token rate for both models. Check the billing unit and selected host in each profile. Images, speech, video and local inference can have different cost structures.

Question 3

Which has the larger context window: Ornith 1.0 31B or Ornith 1.0 397B?

Accepted Answer

Both records list a 262.14K-token context window. An equal limit does not imply equal recall, instruction following, or long-context quality.

Question 4

Which is faster: Ornith 1.0 31B or Ornith 1.0 397B?

Accepted Answer

There is no matched speed measurement for both models with the same source, host, region and date. Test the same prompts at your expected concurrency and measure time to the first useful response as well as complete task time.

Question 5

What input and output types do Ornith 1.0 31B and Ornith 1.0 397B support?

Accepted Answer

Ornith 1.0 31B records text, image input and text output. Ornith 1.0 397B records text, image input and text output. “Not documented” means the current source record is incomplete; it does not prove that a modality is unsupported.

Question 6

Should I choose Ornith 1.0 31B or Ornith 1.0 397B?

Accepted Answer

The recorded figures alone do not establish a clear choice. Test both on the same representative examples and judge the output against your acceptance criteria. Include tool failures, retries and the time to a completed task.

Specification	Ornith 1.0 31B	Ornith 1.0 397B
Provider	Deepreinforce	Deepreinforce
Listed pricing route	Deepreinforce	Deepreinforce
Model family	ornith	ornith
Accepted inputs	text, image	text, image
Produced outputs	text	text
Context window	262.14K	262.14K
Reasoning mode	Documented	Documented
Tool calling	Documented	Documented
Image input	Documented	Documented
Audio input	Not documented	Not documented
Structured output	Not documented	Not documented
License	MIT	MIT

Ornith 1.0 31B vs Ornith 1.0 397B

Ornith 1.0 31B

Ornith 1.0 397B

Key differences

Pricing, limits and capabilities

Which model should you choose?

Documentation and model profiles

Questions people ask

Compare a different pair