Spotlight

Spotlight by arcee-ai excels in the Coding category, where it ranks #193 with a composite score of 44/100. 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 lengthy documents with one or more images. Training emphasized fast inference on consumer GPUs while retaining strong captioning, visual‐question‑answering, and diagram‑analysis accuracy. As a result, Spotlight slots neatly into agent workflows where screenshots, charts or UI mock‑ups need to be interpreted on the fly. Early benchmarks show it matching or out‑scoring larger VLMs such as LLaVA‑1.6 13 B on popular VQA and POPE alignment tests. It is particularly strong in areas highlighted by its top benchmark performance and adoption metrics, making it suitable for both individual developers and enterprise teams looking for a reliable coding solution.

Spotlight is priced at $0.18 per million input tokens and $0.18 per million output tokens (USD). Contact the provider for volume discounts and enterprise pricing. Pricing is competitive within the coding category and reflects the model's quality-to-cost ratio.

In the Coding category, Spotlight holds rank #193 out of 6 models tracked. Its quality rank is #193 and adoption rank is #193. You can use our comparison tool at /compare to see detailed side-by-side metrics with specific alternatives. Key differentiators include its composite scoring across benchmarks, community sentiment, and real-world adoption rates.

Spotlight has been evaluated across 6 different signals. Its strongest areas include Capabilities (29/100), Context Window (81/100), Output Capacity (80/100). These scores are derived from industry-standard benchmarks, community ratings, and real-world performance metrics. The composite score of 44/100 reflects a weighted combination of all tracked signals.

Spotlight is a paid model, though some providers may offer trial credits or limited free tiers for evaluation. Check arcee-ai's website for current free tier availability and promotional offers.