AI Models · Open-Source vs Paid

Nemotron 3 Ultra Open vs Saba Paid

Nemotron 3 Ultra vs Saba compared — price per token, context window, multimodality, openness and which to choose. Can the open-source model replace the paid one? Full 2026 breakdown.

Prices & specs refreshed from live data · olud.ai

Open-model prices = cheapest provider via OpenRouter; official maker rates may be higher.

Choose Nemotron 3 Ultra if you want to self-host, keep your data private and skip per-token fees — it's open-weight and runs on your own hardware. Choose Saba if you want frontier capability through a managed API with zero infrastructure to run.

Nemotron 3 Ultra vs Saba specs

SpecNemotron 3 UltraSaba
MakerNVIDIAMistral AI
TypeOpen-weightProprietary
Context window512K tokens33K tokens
Input price$0.6/M · free self-host$0.2/M
Output price$3.6/M · free self-host$0.6/M
Vision / multimodalNoNo
Tool / function callingYesYes
Self-hostableYesNo (API only)
LicenseNVIDIA Open ModelProprietary

Feature comparison

CapabilityNemotron 3 UltraSaba
Open weights (downloadable)
Self-hostable
Runs fully offline
Vision / multimodal
Tool / function calling
1M+ context window

Benchmarks: Nemotron 3 Ultra vs Saba

Independent benchmark scores measured by Artificial Analysis. Higher is better (except latency).

Nemotron 3 Ultra
Saba
Intelligence index
37.8
6.4
Coding index
49.3
GPQA
86.7%
42.4%
Humanity's Last Exam
26.6%
4.1%
Long Context Reasoning
67%
SciCode
39.9%
24.1%
IFBench
81.4%
τ²-Bench
83.3%
τ-Bench Banking
13.8%
Terminal-Bench
53.9%
Terminal-Bench Hard
36.4%
MMLU-Pro
61.1%
MATH-500
67.7%
AIME
13%
Speed
199.6 tok/s
0 tok/s
Latency
0.92s
0s
Intelligence per $
32.2

Benchmark data by Artificial Analysis.

How Nemotron 3 Ultra and Saba score

🏆 Best value & openness: Nemotron 3 Ultra (4.4 vs 2.7 / 5)
CriterionNemotron 3 UltraSaba
Cost-efficiency4.05.0
Context window4.52.5
Openness5.01.5
Self-hosting5.01.0
Multimodality3.53.5

Scores come from live data — output price (cost), context length, open vs closed weights (openness & self-hosting) and vision/tool support (multimodality). Raw task quality isn't scored here; it depends on your benchmark — see the verdict.

What each model is

Nemotron 3 Ultra Open

NVIDIA · Open-weight

NVIDIA Nemotron 3 Ultra is an open frontier-reasoning and orchestration model from NVIDIA, with 55B active parameters out of 550B total (MoE). Built on a hybrid Transformer-Mamba mixture-of-experts architecture, it...

Saba Paid

Mistral AI · Proprietary

Mistral Saba is a 24B-parameter language model specifically designed for the Middle East and South Asia, delivering accurate and contextually relevant responses while maintaining efficient performance. Trained on curated regional...

Other models in these families

These variants are tracked but not compared here — one page per family keeps the comparison readable.

Other variants tracked
Nemotron 3 Ultra (free)Nemotron 3 SuperNemotron 3 Super (free)Nemotron 3 Nano Omni (free)Nemotron 3 Nano 30B A3BNemotron 3 Nano 30B A3B (free)Nemotron Nano 12B 2 VL (free)Nemotron Nano 9B V2 (free)Nemotron 3.5 Content Safety (free)

Frequently asked questions

Is Nemotron 3 Ultra as good as Saba?

Nemotron 3 Ultra is open-weight and competitive on many tasks, but Saba may still lead on the hardest reasoning and agentic work. The gap keeps narrowing — benchmark both on your actual use case before deciding.

Can I run Nemotron 3 Ultra locally?

Yes. Nemotron 3 Ultra has open weights, so you can self-host it on your own GPUs or run it via a low-cost API. Saba is API-only and cannot be self-hosted.

Nemotron 3 Ultra vs Saba — which should I pick in 2026?

Choose Nemotron 3 Ultra if you want to self-host, keep your data private and skip per-token fees — it's open-weight and runs on your own hardware. Choose Saba if you want frontier capability through a managed API with zero infrastructure to run.

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