Maestro Reasoning is Arcee's flagship analysis model: a 32 B‑parameter derivative of Qwen 2.5‑32 B tuned with DPO and chain‑of‑thought RL for step‑by‑step logic. Compared to the earlier 7 B preview, the production 32 B release widens the co…
Model details →Arcee AI: Maestro Reasoning vs DeepSeek: R1 0528
DeepSeek: R1 0528 wins on 5 of 6 axes — pricing and capability skew in its favour for most workloads.
May 28th update to the [original DeepSeek R1](/deepseek/deepseek-r1) Performance on par with [OpenAI o1](/openai/o1), but open-sourced and with fully open reasoning tokens. It's 671B parameters in size, with 37B active...
Model details →Side-by-side comparison
| Capability | Arcee AI: Maestro Reasoning | DeepSeek: R1 0528 | Winner |
|---|---|---|---|
| Context window Maximum number of input tokens the model can attend to in a single request. | 131K | 164K | 🏆 DeepSeek: R1 0528 |
| Input price (per 1M) Cost per million input tokens billed by the provider. | $0.90 | $0.50 | 🏆 DeepSeek: R1 0528 |
| Output price (per 1M) Cost per million output tokens billed by the provider. | $3.30 | $2.15 | 🏆 DeepSeek: R1 0528 |
| Tool / function calling First-class support for emitting structured tool calls. | — | Yes | 🏆 DeepSeek: R1 0528 |
| Vision input Accepts image inputs alongside text. | — | — | Tie |
| Reasoning mode Internal chain-of-thought / extended-thinking support. | — | Yes | 🏆 DeepSeek: R1 0528 |
Frequently asked questions
Is Arcee AI: Maestro Reasoning better than DeepSeek: R1 0528?
DeepSeek: R1 0528 wins on 5 of 6 axes — pricing and capability skew in its favour for most workloads.
What's the price difference between Arcee AI: Maestro Reasoning and DeepSeek: R1 0528?
Input: $0.90 vs $0.50 per 1M tokens. Output: $3.30 vs $2.15 per 1M tokens.
What context windows do Arcee AI: Maestro Reasoning and DeepSeek: R1 0528 support?
Arcee AI: Maestro Reasoning supports up to 131K tokens. DeepSeek: R1 0528 supports up to 164K tokens.
Do both Arcee AI: Maestro Reasoning and DeepSeek: R1 0528 support tool calling?
Arcee AI: Maestro Reasoning: not advertised. DeepSeek: R1 0528: yes.