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DeepReinforce · Released Jun 25, 2026

Ornith 1.0 31B

Open coding-reasoning model for repository tasks and self-improving agents.

  • Open weights
  • Reasoning
  • Tool calling
  • Vision
Capability
—No ECI score yet
Input
—No listed price
Output
—No listed price
Context
262Ktokens
Pricing

What it costs

No per-token price is published for this model yet.

No per-token price is listed for this model on models.dev.

Capability

Independent benchmarks

Epoch AI has not published a Capabilities Index score for Ornith 1.0 31B yet.

Specifications

The details

Lab
DeepReinforce
Released
Jun 25, 2026
Context window
262,144 tokens
Inputs
Text, Images
Output
Text
Reasoning
Always on
Tool calling
Yes
Structured output
No
Weights
Open weights · MIT
Same lab

More from DeepReinforce

Questions

About Ornith 1.0 31B

How much does Ornith 1.0 31B cost?

Ornith 1.0 31B has no published per-token API price on models.dev yet.

What is the context window of Ornith 1.0 31B?

Ornith 1.0 31B accepts up to 262,144 tokens per request.

How good is Ornith 1.0 31B?

Epoch AI has not published a Capabilities Index score for Ornith 1.0 31B yet.

Is Ornith 1.0 31B open source?

Yes. DeepReinforce publishes the weights under the MIT licence, so it can be downloaded and self-hosted.

What inputs does Ornith 1.0 31B support?

Ornith 1.0 31B accepts text and images and replies in text. It is a reasoning model, supports tool calling.

When was Ornith 1.0 31B released?

DeepReinforce released Ornith 1.0 31B on Jun 25, 2026.

What are the best alternatives to Ornith 1.0 31B?

The closest current models from other labs on capability, price and release date are Seed 2.1 Pro (ByteDance Seed, $0.891 / $4.45), LongCat-2.0 (Meituan (LongCat), $0.75 / $2.95), Laguna XS 2.1 (Poolside, $0.06 / $0.12) and Fugu (Sakana AI).