Aquila 2 34B vs Llama 3.1 NemoGuard 8B Content Safety
Aquila 2 34B (2023) and Llama 3.1 NemoGuard 8B Content Safety (2025) are compact production models from Beijing Academy of Artificial Intelligence (BAAI) and NVIDIA AI. Aquila 2 34B ships a 2k-token context window, while Llama 3.1 NemoGuard 8B Content Safety 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 NemoGuard 8B Content Safety is safer overall; choose Aquila 2 34B when provider fit matters.
Decision scorecard
Local evidence first| Signal | Aquila 2 34B | Llama 3.1 NemoGuard 8B Content Safety |
|---|---|---|
| Best for | general production evaluation | general production evaluation |
| Decision fit | General | Classification |
| Context window | 2k | 4k |
| Cheapest output | - | - |
| Provider routes | 0 tracked | 1 tracked |
| Shared benchmarks | 0 shared | 0 shared |
Decision tradeoffs
- Use Aquila 2 34B when your own prompt tests beat the comparison signals; the local data does not show a decisive standalone advantage yet.
- Llama 3.1 NemoGuard 8B Content Safety has the larger context window for long prompts, retrieval packs, or transcript analysis.
- Llama 3.1 NemoGuard 8B Content Safety has broader tracked provider coverage for fallback and route flexibility.
- Local decision data tags Llama 3.1 NemoGuard 8B Content Safety for Classification.
Monthly cost at traffic
Estimate token spend from the cheapest tracked input and output route or tier on this page.
Aquila 2 34B
Unavailable
No complete token price in local provider data
Llama 3.1 NemoGuard 8B Content Safety
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 34B and Llama 3.1 NemoGuard 8B Content Safety; plan for SDK, billing, or endpoint changes.
- No overlapping tracked provider route is sourced for Llama 3.1 NemoGuard 8B Content Safety and Aquila 2 34B; plan for SDK, billing, or endpoint changes.
Specs
| Specification | ||
|---|---|---|
| Released | 2023-11-02 | 2025-01-01 |
| Context window | 2k | 4k |
| Parameters | 34B | 8B |
| Architecture | Decoder Only | Decoder Only |
| License | Proprietary | Open Weights |
| Openness | Proprietary | Open weights |
| Weights | Not released | Unknown |
| Code | Unknown | Unknown |
| Commercial use | Commercial use: conditional | - |
| Knowledge cutoff | - | - |
Pricing and availability
| Pricing attribute | Aquila 2 34B | Llama 3.1 NemoGuard 8B Content Safety |
|---|---|---|
| Input price | - | - |
| Output price | - | - |
| Providers | - |
Pricing not yet sourced for either model.
Capabilities
| Capability | Aquila 2 34B | Llama 3.1 NemoGuard 8B Content Safety |
|---|---|---|
| Vision | No | No |
| Multimodal | No | No |
| 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
- Aquila 2 34B vs Llama 3.1 NemoGuard 8B Topic Control
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- Llama 3.1 NemoGuard 8B Content Safety vs Llama 3.1 Nemotron Nano 4B v1.1
- Llama 3.1 NemoGuard 8B Content Safety vs Llama 3.1 Nemotron Nano VL 8B v1
- Llama 3.1 NemoGuard 8B Content Safety vs Qwen2-7B-Instruct
- Granite Guardian 3.0 8B vs Llama 3.1 NemoGuard 8B Content Safety
- Llama 3.1 NemoGuard 8B Content Safety vs Llama Guard 2 8B
- Llama 3.1 NemoGuard 8B Content Safety vs Llama 3.1 Swallow 8B Instruct
Popular comparisons for Aquila 2 34B
Popular comparisons for Llama 3.1 NemoGuard 8B Content Safety
- Llama 3.1 NemoGuard 8B Content Safety vs text-curie
- Llama 3.1 NemoGuard 8B Content Safety vs ShieldGemma 9B
- Llama 3.1 NemoGuard 8B Content Safety vs Llama 3.1 Nemotron Nano 4B v1.1
- Llama 3.1 NemoGuard 8B Content Safety vs Llama 3.1 Nemotron Nano VL 8B v1
- Llama 3.1 NemoGuard 8B Content Safety vs Qwen2-7B-Instruct
- Llama 3.1 NemoGuard 8B Content Safety vs Granite Guardian 3.0 8B
Last reviewed: 2026-05-19. Data sourced from public model cards and provider documentation.