Nemotron 3.5 Lightning
nvidia/nemotron-3.5-lightningNVIDIA Nemotron 3.5 Lightning is an open mixture-of-experts model from NVIDIA, with 3B active parameters out of 30B total.
Cheap mode · 40–64.3% off ↓Cheap mode · 40–64.3% off
Fast mode prioritizes response speed. Cheap mode uses lower-cost capacity and may be a little slower. Both run Nemotron 3.5 Lightning.
Per 1M tokens, including your 5% fee. Your selection carries into the playground and API example.
| Per 1 million tokens | Fast mode | Cheap mode | You save |
|---|---|---|---|
| Input | $0.0735 | $0.0263 | 64.3% |
| Output | $0.21 | $0.126 | 40.0% |
All displayed prices include the 5% Free-plan fee. Standard rates are OpenRouter’s published routing ceilings; the actual standard bill may be lower. Cheapest quote: Darkbloom. Savings compare uncached token rates; other provider charges and your usage mix can change the total. Availability is not guaranteed.
Quote checked 11/8/2026, 8:18:04 PM UTC.
Choose how to use Nemotron 3.5 Lightning
Playground
Try prompts in your browser, create an agent, and see the cost of each reply. Your selected model carries into setup.
Model capabilities below describe the underlying model. Available playground features depend on its provider.
API
Connect your app with a Gizmo API key. Choose fastest or cheapest, stream text responses, and inspect timing, tokens, and charges in request logs.
A current API route is listed for this exact model. Gateway configuration is required for live calls.
Provider price + a transparent platform fee
| Rate | Provider baseline | Free plan · 5% fee | Paid plan · 4% fee |
|---|---|---|---|
| Input / 1M tokens | $0.07 | $0.0735 | $0.0728 |
| Output / 1M tokens | $0.2 | $0.21 | $0.208 |
| API input / 1M tokens | $0.07 | $0.0735 | $0.0728 |
| API output / 1M tokens | $0.2 | $0.21 | $0.208 |
Legacy chat image rates use the catalog baseline. The dedicated image playground shows separate estimates and settles the provider’s metered usage. API rates are current routing ceilings; final API charges use provider-reported cost plus your fee. Cheapest routing compares eligible OpenRouter and Cheaper Inference rates for the same model; savings are not guaranteed. Cached input or other provider charges may differ. Compare all model rates and verified discounts →
How your plan pays for usage
API and playground share one included allowance. Usage including the fee draws from that allowance first, then your prepaid credits. Plans bill monthly; included usage resets weekly: Free $1, Starter $5, Growth $25, Scale $50.
A $1 provider charge becomes $1.05 on Free or $1.04 on a paid plan before included usage is applied. Plan eligibility still applies in the playground.
Free models and limits
Zero-cost models stay $0, including the fee, and do not consume your dollar allowance. Free accounts can make 1,000 free-model API requests per calendar month, resetting in UTC. Admitted requests count even if the provider fails.
Free includes 20 API requests/minute and 6 playground messages/minute. Paid plans raise these limits. See plan limits.
Before a text API request, Gizmo temporarily reserves included usage and, if necessary, prepaid credit for the model’s full context plus your maximum output. Image jobs reserve twice their displayed estimate. Unused funds return after metering. This hold can exceed the final charge; unconfirmed usage remains marked pending.
Overview
NVIDIA Nemotron 3.5 Lightning is an open mixture-of-experts model from NVIDIA, with 3B active parameters out of 30B total. It is suited for high-throughput agentic workloads and specialized tasks that benefit from domain-specific customization.
Benchmarks
Artificial Analysis indices independent, 0–100
Reasoning Benchmark Evaluations from the model card
| Task | Nemotron-3.5-Lightning-30B-A3B-BF16 | Qwen 3.6 35B A3B | Gemma 4 26B A4B | Nemotron 3 Nano | Nemotron 3 Super | GPT-OSS 20B |
|---|---|---|---|---|---|---|
| General Knowledge | ||||||
| MMLU Pro | 81.94 | 85.63 | 85.20 | 78.46 | 83.89 | 76.40 |
| AA-Omniscience | 17.50 | 19.47 | 22.17 | 20.15 | 26.68 | 16.62 |
| Reasoning | ||||||
| GPQA Diamond (no tools) | 75.44 | 83.40 | 79.61 | 74.05 | 78.60 | 71.46 |
| HLE (text-only, no tools) | 11.72 | 19.56 | 17.42 | 10.89 | 20.30 | 13.76 |
| SciCode | 32.60 | 35.33 | 40.28 | 30.08 | 35.11 | 38.63 |
| Coding & Agentic | ||||||
| SWE-bench Verified | 51.56 | 70.12 | 57.40 | 34.08 | 63.08 | 52.44 |
| SWE-bench Multilingual | 39.33 | 63.40 | 43.40 | 14.07 | 49.80 | 41.93 |
| Terminal-Bench 2.1 | 24.58 | 44.38 | 37.22 | 8.29 | 39.61 | 15.17 |
| PinchBench | 85.37 | 88.07 | 74.70 | 66.11 | 80.36 | 57.20 |
| BrowseComp | 36.97 | 48.74 | 26.30 | 13.74 | 22.77 | – |
| τ³-bench (Banking) | 9.28 | 10.52 | 14.02 | 7.01 | 12.37 | – |
| GDPval-AA-V2 | 832 | 1015 | 807 | 473 | 746 | – |
| Instruction Following | ||||||
| IFBench (loose) | 71.88 | 63.71 | 77.25 | 72.17 | 71.92 | 68.50 |
| Long Context | ||||||
| AA-LCR | 52.00 | 61.06 | 57.56 | 32.75 | 58.44 | 32.88 |
Base Pre-Training Corpus (Nemotron 3 Foundation) from the model card
| Dataset Collection | Token Counts | Description |
|---|---|---|
| Nemotron-CC-v2 & v2.1 | 9.1T | A massive collection of English web data filtered from Common Crawl, including 2.5T+ tokens of new organic, translated, and synthetically rephrased content. |
| Nemotron-CC-Code-v1 | 427.9B | High-quality code tokens extracted from Common Crawl using the Lynx + LLM pipeline to preserve structure and equations. |
| Nemotron-Pretraining-Code-v1 & v2 & v3 | 1.7T | Curated GitHub code references with multi-stage filtering, deduplication, and large-scale synthetic code data. |
| Nemotron-CC-Math-v1 | 133.3B | High-quality math pre-training dataset preserving LaTeX formatting and mathematical structures. |
| Nemotron-Pretraining-Specialized-v1 & v1.1 & v1.2 & Nemotron-Pretraining-SFT-v1 | 660.0B | Synthetic datasets targeting specialized domains such as STEM reasoning and scientific coding. |
| Nemotron-Pretraining-Legal-v1 | 4.3B | Synthetic datasets targeting the legal domain. |
Public Datasets from the model card
| Dataset | Collection Period |
|---|---|
| GSM8K | 4/23/2025 |
| CC-NEWS | 4/23/2025 |
| Common Crawl | 4/23/2025 |
| Wikimedia | 4/23/2025 |
| Bespoke-Stratos-17k | 4/23/2025 |
| tigerbot-kaggle-leetcodesolutions-en-2k | 4/23/2025 |
| glaive-function-calling-v2 | 4/23/2025 |
| APIGen Function-Calling | 4/23/2025 |
| LMSYS-Chat-1M | 4/23/2025 |
| Open Textbook Library - CC BY-SA & GNU subset and OpenStax - CC BY-SA subset | 4/23/2025 |
| Advanced Reasoning Benchmark, tigerbot-kaggle-leetcodesolutions-en-2k, PRM800K, and SciBench | 4/23/2025 |
| FineWeb-2 | 4/23/2025 |
| Court Listener | Legacy Download |
| peS2o | Legacy Download |
| OpenWebMath | Legacy Download |
| BioRxiv | Legacy Download |
| PMC Open Access Subset | Legacy Download |
| OpenWebText2 | Legacy Download |
| Stack Exchange Data Dump | Legacy Download |
| PubMed Abstracts | Legacy Download |
| NIH ExPorter | Legacy Download |
| arXiv | Legacy Download |
| BigScience Workshop Datasets | Legacy Download |
| Reddit Dataset | Legacy Download |
Private Non-publicly Accessible Datasets of Third Parties from the model card
| Dataset | Model(s) used |
|---|---|
| Global Regulation | Unknown |
| TAUS Translation Memory | Unknown |
| Scale HLE | Unknown |
| HackerRank Coding | Unknown |
| RL data for Search | Gemini 3; GPT-5 |
| Mercor SWE-AgentsV1 | Undisclosed |
Capabilities
Reasoning is available.
Sampling controls: temperature, top_p, top_k, min_p, max_tokens, frequency_penalty, presence_penalty, repetition_penalty.
Pricing on Gizmo
These are provider baseline rates before Gizmo’s 5% Free-plan or 4% paid-plan fee. Your included usage covers charges first; overage uses prepaid credits. See the fee-inclusive comparison above.
Provider baseline rates
- Input
- $0.07 / 1M
- Cached input
- $0.04 / 1M
- Output
- $0.2 / 1M
Examples before the platform fee
- Typical chat turn
- $0.00024 2k in · 500 out
- $1 of input
- ≈ 14.29M tokens
- $1 of output
- ≈ 5M tokens
- Full context, once
- $0.0184
Providers and pricing
5 ways to run Nemotron 3.5 Lightning on Gizmo, cheapest first. Requests follow your routing choice and fall back down this list if a provider fails.
| Provider | Route | Input / 1M | Output / 1M | Context | Uptime 24h |
|---|---|---|---|---|---|
| Darkbloom · int4Lowest price | OpenRouter | $0.025 | $0.12 | 262k | 100% |
| Io Net | OpenRouter | $0.0469 | $0.13 | 262k | 100% |
| DeepInfra · bf16 | OpenRouter | $0.06 | $0.16 | 262k | 100% |
| Fireworks | OpenRouter | $0.05 | $0.20 | 262k | 99.9% |
| CoreWeave · bf16 | OpenRouter | $0.07 | $0.20 | 262k | 100% |
Rates are each provider’s, per million tokens, before Gizmo’s 5% (Free) or 4% (paid) fee. “Cheapest” routing starts at the top of this list; “Fastest” starts with the model’s maker.
More from NVIDIA
Nemotron 3.5 Super VLNVIDIA · 1.05M ctx$0.15 · $0.5Nemotron 3.5 Lightning (free)NVIDIA · 1M ctxFreeNemotron 3 UltraNVIDIA · 262k ctx$0.6 · $2.40Nemotron 3 Ultra (free)NVIDIA · 1M ctxFreeNemotron 3 SuperNVIDIA · 1.05M ctx$0.075 · $0.4Nemotron 3 Nano 30B A3BNVIDIA · 262k ctx$0.06 · $0.24Similar price, other creators
Run Nemotron 3.5 Lightning in under a minute
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Sign up with just an email. Start on the free tier with no card, or pick a paid plan for a bigger weekly allowance and $25 in bonus credits.
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Chat, research, create
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