Aquila 2 7B vs Llama 3.1 Nemotron Nano VL 8B v1
Aquila 2 7B (2023) and Llama 3.1 Nemotron Nano VL 8B v1 (2025) are compact production models from Beijing Academy of Artificial Intelligence (BAAI) and NVIDIA AI. Aquila 2 7B ships a 2k-token context window, while Llama 3.1 Nemotron Nano VL 8B v1 ships a 4k-token context window. This comparison covers specs, pricing, API access, capabilities, benchmarks, input and output token costs, and production fit for coding and agent workloads.
Llama 3.1 Nemotron Nano VL 8B v1 is safer overall; choose Aquila 2 7B when provider fit matters.
Decision scorecard
Local evidence first| Signal | Aquila 2 7B | Llama 3.1 Nemotron Nano VL 8B v1 |
|---|---|---|
| Best for | general production evaluation | multimodal apps |
| Decision fit | General | Vision |
| Context window | 2k | 4k |
| Cheapest output | - | - |
| Provider routes | 0 tracked | 1 tracked |
| Shared benchmarks | 0 shared | 0 shared |
Decision tradeoffs
- Use Aquila 2 7B when your own prompt tests beat the comparison signals; the local data does not show a decisive standalone advantage yet.
- 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 has broader tracked provider coverage for fallback and route flexibility.
- 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 route or tier on this page.
Aquila 2 7B
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 Aquila 2 7B 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 Aquila 2 7B; plan for SDK, billing, or endpoint changes.
- Check replacement coverage for Vision and Multimodal before moving production traffic.
Specs
| Specification | ||
|---|---|---|
| Released | 2023-11-02 | 2025-03-01 |
| Context window | 2k | 4k |
| Parameters | 7B | 8B |
| Architecture | Decoder Only | Decoder Only |
| License | Proprietary | Llama 3 Community |
| Openness | Proprietary | Open weights |
| Weights | Not released | Unknown |
| Code | Unknown | Unknown |
| Commercial use | Commercial use: conditional | Commercial use: conditional |
| Knowledge cutoff | - | - |
Pricing and availability
| Pricing attribute | Aquila 2 7B | Llama 3.1 Nemotron Nano VL 8B v1 |
|---|---|---|
| Input price | - | - |
| Output price | - | - |
| Providers | - |
Pricing not yet sourced for either model.
Capabilities
| Capability | Aquila 2 7B | Llama 3.1 Nemotron Nano VL 8B v1 |
|---|---|---|
| Vision | No | Yes |
| Multimodal | No | Yes |
| Reasoning | No | No |
| JSON / Tool use | No | No |
| Structured outputs | No | No |
| Code execution | No | No |
| IDE integration | No | No |
| Computer use | No | No |
| Parallel agents | No | No |
Benchmarks
No shared benchmark scores are currently available for this pair.
Continue comparing
- Hunyuan Hy3 Preview vs Llama 3.1 Nemotron Nano VL 8B v1
- Llama 3.1 Nemotron Nano VL 8B v1 vs Llama 2 7B
- GPT-1 vs Llama 3.1 Nemotron Nano VL 8B v1
- Aquila 2 7B vs Bielik 11B v2.6 Instruct
- Llama 3.1 Nemotron Nano VL 8B v1 vs Llama 3.1 Swallow 8B Instruct
- Llama 3.1 NemoGuard 8B Content Safety vs Llama 3.1 Nemotron Nano VL 8B v1
Popular comparisons for Aquila 2 7B
Popular comparisons for Llama 3.1 Nemotron Nano VL 8B v1
- Llama 3.1 Nemotron Nano VL 8B v1 vs Hunyuan Hy3 Preview
- Llama 3.1 Nemotron Nano VL 8B v1 vs Llama 2 7B
- Llama 3.1 Nemotron Nano VL 8B v1 vs GPT-1
- Llama 3.1 Nemotron Nano VL 8B v1 vs Llama 3.1 Swallow 8B Instruct
- Llama 3.1 Nemotron Nano VL 8B v1 vs Llama 3.1 NemoGuard 8B Content Safety
- Llama 3.1 Nemotron Nano VL 8B v1 vs Marin 8B Instruct
Last reviewed: 2026-05-19. Data sourced from public model cards and provider documentation.