Aquila 2 34B vs Llama 3.1 Nemotron 70B Reward
Aquila 2 34B (2023) and Llama 3.1 Nemotron 70B Reward (2024) 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 Nemotron 70B Reward 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 70B Reward is safer overall; choose Aquila 2 34B when provider fit matters.
Decision scorecard
Local evidence first| Signal | Aquila 2 34B | Llama 3.1 Nemotron 70B Reward |
|---|---|---|
| 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 Nemotron 70B Reward has the larger context window for long prompts, retrieval packs, or transcript analysis.
- Llama 3.1 Nemotron 70B Reward has broader tracked provider coverage for fallback and route flexibility.
- Local decision data tags Llama 3.1 Nemotron 70B Reward 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 Nemotron 70B Reward
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 Nemotron 70B Reward; plan for SDK, billing, or endpoint changes.
- No overlapping tracked provider route is sourced for Llama 3.1 Nemotron 70B Reward and Aquila 2 34B; plan for SDK, billing, or endpoint changes.
Specs
| Specification | ||
|---|---|---|
| Released | 2023-11-02 | 2024-10-01 |
| Context window | 2k | 4k |
| Parameters | 34B | 70B |
| Architecture | Decoder Only | Decoder Only |
| License | Proprietary | NVIDIA Open Model |
| Openness | Proprietary | Open weights |
| Weights | Not released | Unknown |
| Code | Unknown | Unknown |
| Commercial use | Commercial use: conditional | Commercial use: permitted |
| Knowledge cutoff | - | - |
Pricing and availability
| Pricing attribute | Aquila 2 34B | Llama 3.1 Nemotron 70B Reward |
|---|---|---|
| Input price | - | - |
| Output price | - | - |
| Providers | - |
Pricing not yet sourced for either model.
Capabilities
| Capability | Aquila 2 34B | Llama 3.1 Nemotron 70B Reward |
|---|---|---|
| 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
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Popular comparisons for Aquila 2 34B
Popular comparisons for Llama 3.1 Nemotron 70B Reward
- Llama 3.1 Nemotron 70B Reward vs Falcon 3 7B Instruct
- Llama 3.1 Nemotron 70B Reward vs Hunyuan Hy3 Preview
- Llama 3.1 Nemotron 70B Reward vs Bielik 11B v2.6 Instruct
- Llama 3.1 Nemotron 70B Reward vs Together AI - Llama 3 8B Lite
- Llama 3.1 Nemotron 70B Reward vs Seed-OSS 36B Instruct
- Llama 3.1 Nemotron 70B Reward vs GPT-4
Last reviewed: 2026-05-19. Data sourced from public model cards and provider documentation.