Llama 3.1 Nemotron 70B Reward vs Xiaomi MiMo-V2.5
Llama 3.1 Nemotron 70B Reward (2024) and Xiaomi MiMo-V2.5 (2026) are frontier reasoning models from NVIDIA AI and Xiaomi. Llama 3.1 Nemotron 70B Reward ships a 4k-token context window, while Xiaomi MiMo-V2.5 ships a 1.05m-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. It focuses on practical selection signals rather than broad model-family marketing.
Xiaomi MiMo-V2.5 fits 262x more tokens; pick it for long-context work and Llama 3.1 Nemotron 70B Reward for tighter calls.
Decision scorecard
Local evidence first| Signal | Llama 3.1 Nemotron 70B Reward | Xiaomi MiMo-V2.5 |
|---|---|---|
| Best for | general production evaluation | reasoning-heavy apps, multimodal apps, and tool-calling agents |
| Decision fit | Classification | RAG, Agents, and Long context |
| Context window | 4k | 1.05m |
| Cheapest output | - | $0.28/1M tokens |
| Provider routes | 1 tracked | 2 tracked |
| Shared benchmarks | 0 shared | 0 shared |
Decision tradeoffs
- Local decision data tags Llama 3.1 Nemotron 70B Reward for Classification.
- Xiaomi MiMo-V2.5 has the larger context window for long prompts, retrieval packs, or transcript analysis.
- Xiaomi MiMo-V2.5 has broader tracked provider coverage for fallback and route flexibility.
- Xiaomi MiMo-V2.5 uniquely exposes Vision, Multimodal, and Reasoning in local model data.
- Local decision data tags Xiaomi MiMo-V2.5 for RAG, Agents, and Long context.
Monthly cost at traffic
Estimate token spend from the cheapest tracked input and output route or tier on this page.
Llama 3.1 Nemotron 70B Reward
Unavailable
No complete token price in local provider data
Xiaomi MiMo-V2.5
$182
Cheapest tracked route/tier: OpenRouter
Cost delta unavailable until both models have sourced input and output token prices.
Switch friction
- No overlapping tracked provider route is sourced for Llama 3.1 Nemotron 70B Reward and Xiaomi MiMo-V2.5; plan for SDK, billing, or endpoint changes.
- Xiaomi MiMo-V2.5 adds Vision, Multimodal, and Reasoning in local capability data.
- No overlapping tracked provider route is sourced for Xiaomi MiMo-V2.5 and Llama 3.1 Nemotron 70B Reward; plan for SDK, billing, or endpoint changes.
- Check replacement coverage for Vision, Multimodal, and Reasoning before moving production traffic.
Specs
| Specification | ||
|---|---|---|
| Released | 2024-10-01 | 2026-04-22 |
| Context window | 4k | 1.05m |
| Parameters | 70B | — |
| Architecture | Decoder Only | - |
| License | NVIDIA Open Model | Proprietary |
| Openness | Open weights | Proprietary |
| Weights | Unknown | Not released |
| Code | Unknown | Unknown |
| Commercial use | Commercial use: permitted | Commercial use: conditional |
| Knowledge cutoff | - | - |
Pricing and availability
| Pricing attribute | Llama 3.1 Nemotron 70B Reward | Xiaomi MiMo-V2.5 |
|---|---|---|
| Input price | - | $0.14/1M tokens |
| Output price | - | $0.28/1M tokens |
| Providers |
Capabilities
| Capability | Llama 3.1 Nemotron 70B Reward | Xiaomi MiMo-V2.5 |
|---|---|---|
| Vision | No | Yes |
| Multimodal | No | Yes |
| Reasoning | No | Yes |
| JSON / Tool use | No | Yes |
| Structured outputs | No | Yes |
| 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
- Llama 3.1 Nemotron 70B Reward vs Phi-4 Mini Flash Reasoning
- Codex Mini Latest vs Xiaomi MiMo-V2.5
- Claude Sonnet 4.6 vs Xiaomi MiMo-V2.5
- DeepSeek R1 vs Xiaomi MiMo-V2.5
- Claude Opus 4.6 vs Xiaomi MiMo-V2.5
- Claude Sonnet 4.5 vs Xiaomi MiMo-V2.5
- DeepSeek V3 vs Xiaomi MiMo-V2.5
- Claude Opus 4.7 vs Xiaomi MiMo-V2.5
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
Popular comparisons for Xiaomi MiMo-V2.5
Last reviewed: 2026-06-29. Data sourced from public model cards and provider documentation.