Spotlight is a 7‑billion‑parameter vision‑language model derived from Qwen 2.5‑VL and fine‑tuned by Arcee AI for tight image‑text grounding tasks. It offers a 32 k‑token context window, enabling rich multimodal conversations that combine le…
Model details →Arcee AI: Spotlight vs Qwen: Qwen2.5 VL 32B Instruct
Arcee AI: Spotlight wins on 3 of 6 axes — pricing and capability skew in its favour for most workloads.
Qwen2.5-VL-32B is a multimodal vision-language model fine-tuned through reinforcement learning for enhanced mathematical reasoning, structured outputs, and visual problem-solving capabilities. It excels at visual analysis tasks, including o…
Model details →Side-by-side comparison
| Capability | Arcee AI: Spotlight | Qwen: Qwen2.5 VL 32B Instruct | Winner |
|---|---|---|---|
| Context window Maximum number of input tokens the model can attend to in a single request. | 131K | 128K | 🏆 Arcee AI: Spotlight |
| Input price (per 1M) Cost per million input tokens billed by the provider. | $0.18 | $0.20 | 🏆 Arcee AI: Spotlight |
| Output price (per 1M) Cost per million output tokens billed by the provider. | $0.18 | $0.60 | 🏆 Arcee AI: Spotlight |
| Tool / function calling First-class support for emitting structured tool calls. | — | — | Tie |
| Vision input Accepts image inputs alongside text. | Yes | Yes | Tie |
| Reasoning mode Internal chain-of-thought / extended-thinking support. | — | — | Tie |
Frequently asked questions
Is Arcee AI: Spotlight better than Qwen: Qwen2.5 VL 32B Instruct?
Arcee AI: Spotlight wins on 3 of 6 axes — pricing and capability skew in its favour for most workloads.
What's the price difference between Arcee AI: Spotlight and Qwen: Qwen2.5 VL 32B Instruct?
Input: $0.18 vs $0.20 per 1M tokens. Output: $0.18 vs $0.60 per 1M tokens.
What context windows do Arcee AI: Spotlight and Qwen: Qwen2.5 VL 32B Instruct support?
Arcee AI: Spotlight supports up to 131K tokens. Qwen: Qwen2.5 VL 32B Instruct supports up to 128K tokens.
Do both Arcee AI: Spotlight and Qwen: Qwen2.5 VL 32B Instruct support tool calling?
Arcee AI: Spotlight: not advertised. Qwen: Qwen2.5 VL 32B Instruct: not advertised.