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ModelCap

Ornith 1.5 397B

Current board #12Official publisher releaseNewOpen weights7d #12 → #12

Ornith Ai·ornith-ai/Ornith-1.5-397B

Ornith 1.5 397B is ModelCap current-board rank #12 with Index 74.2 (Modeled · peer benchmarks), from the ModelCap Index as of 20 Aug 2026, 03:57 UTC.

Ornith 1.5 397B weight access is open weights, from ModelCap classification of published repository metadata as of 20 Aug 2026, 03:57 UTC.

Snapshot facts · download the public dataset · methodology

ModelCap Index · Current board
74.2#12
Estimated · 40% support · score interval 74.2–86.2
No admitted evaluation publication timestamp yet
Market Gravity
5.3
Secondary market signal

OpenRouter endpoint status could not be refreshed. This model is not treated as currently served until a successful observation arrives.

Input
Free
per 1M tokens
Output
Free
per 1M tokens
Context
tokens
Providers
0
endpoints
Gateway spend
latest · Vercel share

Providers

Uptime measured over the last 30 minutes

Current provider status is unavailable.

Reported evaluation leads (8)

Excluded from score

Structured rows reported in this exact model repository at the pinned revision below. They are useful research leads, but remain quarantined until dataset revision, harness, configuration and identity pass ModelCap’s independent admission review.

Dataset / taskMetricValueRevisionProvenance
cais/hle
hle
44.6
Unpinned
not published
Reported
Quarantined
cais/hle
hle
56.1
Unpinned
not published
Reported
Quarantined
claw-eval/Claw-Eval
general
81.4
Unpinned
not published
Reported
Quarantined
datacurve/deep-swe
deep_swe
56
Unpinned
not published
Reported
Quarantined
Idavidrein/gpqa
diamond
92.8
Unpinned
not published
Reported
Quarantined
ScaleAI/SWE-bench_Pro
SWE_Bench_Pro
65.1
Unpinned
not published
Reported
Quarantined
SWE-bench/SWE-bench_Multilingual
swe_bench_multilingual_%_resolved
79.6
Unpinned
not published
Reported
Quarantined
SWE-bench/SWE-bench_Verified
swe_bench_%_resolved
86
Unpinned
not published
Reported
Quarantined

ModelCap Index · Current board

Methodology
74.2
Modeled · peer benchmarks · calibrated architecture-and-release-era fallback from static public metadata
Current board
#12
Public rank basis
Modeled · peer benchmarks (architecture)
Index support
40.0% · limited
Index interval
74.2–86.2
Rank posterior
Not available
Top 5 / Top 10 probability
Not available / Not available
Posterior as of
Snapshot timestamp unavailable
Evidence as of
No admitted evaluation publication timestamp
Identity binding
Exact catalogue product · ornith-ai/ornith-ai/Ornith-1.5-397B · aggregates disclosed benchmark configurations · endpoint configuration not claimed · artifact metadata ornith-ai/Ornith-1.5-397B@9bae0763841ab029b2de4a6fdff73a60ac4d3125 (not the evaluation revision)
Index observations used
0
Qualified Index evidence point
80.2
Architecture fallback
estimated · 0% coverage · 0 anchors
Bayesian Evidence Score · measured evidence input only

BES normalizes admitted public benchmark evidence for measured Index rows. Its legacy score and observables prior do not define the public language rank.

Observed capability
Evidence status
No admitted measured evidence
General preference
Coding
Agents & tools
Reasoning
Evidence breadth
0%
Evidence coverage
0%
Market and catalogue signals · secondary, never the language Index rank
Usage (OpenRouter popularity)
Liquidity (providers × uptime)
Open reach (HF downloads)
2.3
Surface (context / tools / modalities)
0.0
Freshness
99.3
  • · HF 30d downloads 0
  • · Catalogue surface
  • · First seen 2026-08-18

These adoption and deployment observations remain context only. They do not change this model's ModelCap Index score or rank.

The bounded 0–100 capability score blends each source’s competitive placement with its published achievement, then combines capability families. Evidence breadth adds a modest uncertainty adjustment; price and popularity are not part of benchmark-led rank.

Experimental capability estimate

Estimate policy
Estimator abstained

uncertainty-above-gate

Feature coverage
71%
Training support
218 models · 137 lineages

uncertainty-above-gate. This layer predicts from admitted evidence and safe metadata only. It never enters ModelCap Score or rank.

Deployment readiness

Metadata index
47.9
partial · 52% metadata coverage
Not capability
Artifact reproducibility
85.0
Access & legal clarity
100.0
Deployability
8.0
Evaluation provenance
0.0

Missing: artifactReproducibility.base-lineage, deployability.independent-provider-records, deployability.measured-provider-uptime, deployability.published-provider-pricing, deployability.declared-capacity, evaluationProvenance.admitted-evaluation-observations, evaluationProvenance.capability-family-breadth, evaluationProvenance.evaluation-source-diversity, evaluationProvenance.identity-and-source-confidence, evaluationProvenance.evaluation-dataset-revisions.

A metadata completeness and deployability index—not a safety certification, quality grade, or production-readiness claim.

Market activity

Venue coverage
Market Gravity
5.3
OpenRouter weekly popularity
Not listed

Market Gravity uses OpenRouter’s full-catalogue popularity order. Sparse Vercel top-ten observations appear only when published and do not affect the score.

Arena preference

No matched Arena rating

This model is visible because it is available in the live catalogue, but it has no trustworthy community result yet. ModelCap does not infer a quality score from price, features, or market activity.

Market Gravity breakdown

Usage55%
0.0

OpenRouter weekly popularity across the full model catalogue.

Liquidity25%
0.0

Independent providers versus the model's open or closed cohort, weighted by uptime.

Open reach15%
2.3

Hugging Face 30-day downloads for open models; neutral for closed models.

Freshness5%
99.3

Time since first public availability, on a six-month half-life.

Specification

Context window
tokens
Max output
Inputs
Text
Outputs
Text
Tokenizer
Cached input tokens
Not offered
First seen on OpenRouter
18 Aug 2026

Capabilities

  • Not supported: Reasoning
  • Not supported: Tool use
  • Not supported: Structured output
  • Not supported: Response format
  • Not supported: Moderated

Weights & access

Open weights. Downloadable weights are published under an OSI or free-culture license in the current repository metadata. This describes weight availability, not whether the full training stack qualifies as Open Source AI.

Access
Open weights
Licence
mit
Pinned revision
9bae0763841a
Parameters
396.8B
Architecture
Qwen3_5MoeForConditionalGeneration
Model type
qwen3_5_moe
Hugging Face downloads (30d)
0
Downloads (all time)
0
Likes
42
Repository updated
20 Aug 2026, 02:23 UTC

Compare Ornith 1.5 397B with

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Ranked neighbours

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Ornith 1.5 397B: common questions

How does Ornith 1.5 397B rank among AI models?

Ornith 1.5 397B holds ModelCap Index position #12 of 238 ranked language models as of 20 August 2026, with an Index score of 74.2 (interval 74.2–86.2); evidence: modeled · peer benchmarks. The Index combines public benchmark boards with published uncertainty; the methodology page explains the weighting.

How much does Ornith 1.5 397B cost per 1M tokens?

No live API price is listed for Ornith 1.5 397B in the current snapshot as of 20 August 2026 because the latest endpoint refresh was unavailable. ModelCap shows a price only when a provider currently lists one.

Is Ornith 1.5 397B open-weight?

Open weights (mit). Downloadable weights are published under an OSI or free-culture license in the current repository metadata. This describes weight availability, not whether the full training stack qualifies as Open Source AI. The repository is ornith-ai/Ornith-1.5-397B on Hugging Face.

Which benchmarks has Ornith 1.5 397B been evaluated on?

Ornith 1.5 397B's Index position rests on the evidence listed on this page; it has no result on the public boards ModelCap tracks as separate leaderboards as of 20 August 2026. The evidence panel names each source and its publication date.

How does Ornith 1.5 397B compare with GPT-5.6 Terra?

Ornith 1.5 397B ranks #12 (Index 74.2) and GPT-5.6 Terra ranks #13 (Index 73.8) on the ModelCap Index as of 20 August 2026. The head-to-head page lines up their benchmarks, listed prices, context windows and provider counts side by side.

When was Ornith 1.5 397B released?

Ornith 1.5 397B first appeared in the catalogue on 18 Aug 2026. It is the current version in its family. Rank and price movements since then are recorded on the site's changes feed.