Falcon 180B vs Llama 3.1 Nemotron Nano VL 8B v1
Falcon 180B (2023) and Llama 3.1 Nemotron Nano VL 8B v1 (2025) are compact production models from Technology Innovation Institute (TII) and NVIDIA AI. Falcon 180B ships a not-yet-sourced context window, while Llama 3.1 Nemotron Nano VL 8B v1 ships a 4K-token context window. This comparison covers specs, pricing, capabilities, benchmarks, provider availability, and production fit. It focuses on practical selection signals rather than broad model-family marketing.
Llama 3.1 Nemotron Nano VL 8B v1 is safer overall; choose Falcon 180B when provider fit matters.
Decision scorecard
Local evidence first| Signal | Falcon 180B | Llama 3.1 Nemotron Nano VL 8B v1 |
|---|---|---|
| Decision fit | Coding and Classification | Vision |
| Context window | — | 4K |
| Cheapest output | - | - |
| Provider routes | 2 tracked | 1 tracked |
| Shared benchmarks | 0 rows | 0 rows |
Decision tradeoffs
- Falcon 180B has broader tracked provider coverage for fallback and procurement flexibility.
- Local decision data tags Falcon 180B for Coding and Classification.
- Llama 3.1 Nemotron Nano VL 8B v1 has the larger context window for long prompts, retrieval packs, or transcript analysis.
- Llama 3.1 Nemotron Nano VL 8B v1 uniquely exposes Vision and Multimodal in local model data.
- Local decision data tags Llama 3.1 Nemotron Nano VL 8B v1 for Vision.
Monthly cost at traffic
Estimate token spend from the cheapest tracked input and output prices on this page.
Falcon 180B
Unavailable
No complete token price in local provider data
Llama 3.1 Nemotron Nano VL 8B v1
Unavailable
No complete token price in local provider data
Cost delta unavailable until both models have sourced input and output token prices.
Switch friction
- No overlapping tracked provider route is sourced for Falcon 180B and Llama 3.1 Nemotron Nano VL 8B v1; plan for SDK, billing, or endpoint changes.
- Llama 3.1 Nemotron Nano VL 8B v1 adds Vision and Multimodal in local capability data.
- No overlapping tracked provider route is sourced for Llama 3.1 Nemotron Nano VL 8B v1 and Falcon 180B; plan for SDK, billing, or endpoint changes.
- Check replacement coverage for Vision and Multimodal before moving production traffic.
Specs
| Specification | ||
|---|---|---|
| Released | 2023-11-28 | 2025-03-01 |
| Context window | — | 4K |
| Parameters | 180B | 8B |
| Architecture | decoder only | decoder only |
| License | Apache 2.0 | 1 |
| Knowledge cutoff | - | - |
Pricing and availability
| Pricing attribute | Falcon 180B | Llama 3.1 Nemotron Nano VL 8B v1 |
|---|---|---|
| Input price | - | - |
| Output price | - | - |
| Providers |
Pricing not yet sourced for either model.
Capabilities
| Capability | Falcon 180B | Llama 3.1 Nemotron Nano VL 8B v1 |
|---|---|---|
| Vision | No | Yes |
| Multimodal | No | Yes |
| Reasoning | No | No |
| Function calling | No | No |
| Tool use | No | No |
| Structured outputs | No | No |
| Code execution | No | No |
Benchmarks
No shared benchmark rows are currently sourced for this pair.
Deep dive
The capability footprint differs most on vision: Llama 3.1 Nemotron Nano VL 8B v1 and multimodal input: Llama 3.1 Nemotron Nano VL 8B v1. Both models share the core language-model surface, so the practical split is not just feature count. Use those differences to decide whether the page is about raw model quality, agentic coding support, multimodal ingestion, or predictable structured API behavior.
Pricing coverage is uneven: Falcon 180B has no token price sourced yet and Llama 3.1 Nemotron Nano VL 8B v1 has no token price sourced yet. Provider availability is 2 tracked routes versus 1. Treat unknown pricing as an integration gap, then verify the route you will actually call before estimating production spend.
Choose Falcon 180B when provider fit and broader provider choice are central to the workload. Choose Llama 3.1 Nemotron Nano VL 8B v1 when vision-heavy evaluation are more important. For production, rerun your own prompts through the exact provider, region, and tool stack you plan to ship. This keeps the decision grounded in measurable tradeoffs instead of brand-level assumptions. It also helps separate model capability from provider packaging, which can change cost and latency.
FAQ
Is Falcon 180B or Llama 3.1 Nemotron Nano VL 8B v1 open source?
Falcon 180B is listed under Apache 2.0. Llama 3.1 Nemotron Nano VL 8B v1 is listed under 1. License labels affect whether you can self-host, redistribute weights, or rely only on hosted APIs, so confirm the upstream license before deployment.
Which is better for vision, Falcon 180B or Llama 3.1 Nemotron Nano VL 8B v1?
Llama 3.1 Nemotron Nano VL 8B v1 has the clearer documented vision signal in this comparison. If vision is mission-critical, validate it against the provider endpoint because model-level support and API-level exposure can differ.
Which is better for multimodal input, Falcon 180B or Llama 3.1 Nemotron Nano VL 8B v1?
Llama 3.1 Nemotron Nano VL 8B v1 has the clearer documented multimodal input signal in this comparison. If multimodal input is mission-critical, validate it against the provider endpoint because model-level support and API-level exposure can differ.
Where can I run Falcon 180B and Llama 3.1 Nemotron Nano VL 8B v1?
Falcon 180B is available on Alibaba Cloud PAI-EAS and Scale AI GenAI Platform. Llama 3.1 Nemotron Nano VL 8B v1 is available on NVIDIA NIM. Provider coverage can affect latency, region availability, compliance posture, and fallback options.
When should I pick Falcon 180B over Llama 3.1 Nemotron Nano VL 8B v1?
Llama 3.1 Nemotron Nano VL 8B v1 is safer overall; choose Falcon 180B when provider fit matters. If your workload also depends on provider fit, start with Falcon 180B; if it depends on vision-heavy evaluation, run the same evaluation with Llama 3.1 Nemotron Nano VL 8B v1.
Continue comparing
Last reviewed: 2026-05-19. Data sourced from public model cards and provider documentation.