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Head-to-head comparison

Nemotron 3 Labs Ultra Math RL vs Ornith 1.5 9B

Nemotron 3 Labs Ultra Math RL (NVIDIA) and Ornith 1.5 9B (Ornith Ai) compared on the ModelCap Index, API price, context window, provider availability, weight access and every public benchmark board they share. Figures are the same ones shown on the live rankings; nothing here is a hidden score.

Snapshot as of 10 September 2026

As of 10 September 2026, Ornith 1.5 9B holds the stronger ModelCap Index position (#58 vs #61); and Ornith 1.5 9B ships open weights.

Which should you choose?

Choose Nemotron 3 Labs Ultra Math RL if…

  • you want the more recently listed model — Nemotron 3 Labs Ultra Math RL was listed 2 September 2026, Ornith 1.5 9B 18 August 2026.

Choose Ornith 1.5 9B if…

  • you want the stronger overall ModelCap Index position — #58 against #61 (58.2 vs 56.4 points).
  • you want to self-host: Ornith 1.5 9B ships open weights while Nemotron 3 Labs Ultra Math RL is restricted license.

Nemotron 3 Labs Ultra Math RL vs Ornith 1.5 9B: specs, pricing and context

Specification comparison of Nemotron 3 Labs Ultra Math RL and Ornith 1.5 9B
FieldNemotron 3 Labs Ultra Math RLNVIDIAOrnith 1.5 9BOrnith Ai
ModelCap Index position#61#58
Index score56.458.2
EvidenceInheritedEstimated
Input price / 1M tokensUnlistedUnlisted
Output price / 1M tokensUnlistedUnlisted
Context window— tokens— tokens
Max output tokens
API providers listed00
Weight accessRestricted licenseOpen weights
Input modalitiesTextText
First listed2 September 202618 August 2026
PublisherNVIDIAOrnith Ai

Evidence: finetune of nvidia/nemotron-3-ultra-550b-a55b · bf16 (100%) · global-corpus-prior over 185 held-out anchors (48%); launch card against 2 resolved peers on 10 rows (52%); exceeds every named peer on 3 of 10 rows; optimism haircut 0 from cross-lab-probe; shrunk 4.3 toward the measured corpus. Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.

Benchmark scores: Nemotron 3 Labs Ultra Math RL vs Ornith 1.5 9B

Neither model has a published result on a public benchmark board ModelCap tracks yet.

Scores are the sources' own published figures for each model's best evaluated configuration; ModelCap never re-runs a benchmark.

Want a different pairing? Open the interactive comparison tool to swap either model for any current ranked language model.

Nemotron 3 Labs Ultra Math RL vs Ornith 1.5 9B: common questions

Is Nemotron 3 Labs Ultra Math RL better than Ornith 1.5 9B?

Ornith 1.5 9B ranks higher on the ModelCap Index as of 10 September 2026: #58 against #61. That is a capability ranking built from public benchmark evidence with published uncertainty; whether it is "better" for you also depends on price, context and where you can run it. Their published uncertainty intervals overlap, so the rank difference alone does not establish a reliable capability advantage for your workload.

Is Nemotron 3 Labs Ultra Math RL cheaper than Ornith 1.5 9B?

At least one of the two has no listed API price on ModelCap right now, so no price comparison is made.

Which has the bigger context window, Nemotron 3 Labs Ultra Math RL or Ornith 1.5 9B?

Both publish a —-token context window.

Which is better for coding, Nemotron 3 Labs Ultra Math RL or Ornith 1.5 9B?

The two models do not share a coding benchmark board on ModelCap yet, so no head-to-head coding score is published; the ModelCap Index position is the closest overall signal.

Are Nemotron 3 Labs Ultra Math RL and Ornith 1.5 9B open-weight models?

Nemotron 3 Labs Ultra Math RL: Restricted license. Ornith 1.5 9B: Open weights. Open weights mean the checkpoint can be downloaded and self-hosted under its licence; API-only models are available solely through hosted endpoints.

Where can I run Nemotron 3 Labs Ultra Math RL and Ornith 1.5 9B?

ModelCap currently lists 0 API providers for Nemotron 3 Labs Ultra Math RL and 0 for Ornith 1.5 9B, from the OpenRouter catalogue snapshot the site serves; each model page lists the providers and their prices.

How current is this Nemotron 3 Labs Ultra Math RL vs Ornith 1.5 9B comparison?

Every figure comes from the sealed ModelCap dataset published 10 September 2026; the page re-renders within a minute of each data refresh, and the ModelCap Index positions are the same ones shown on the live rankings.

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