LLM Comparison
Spotlight vs GPT-5.4 Pro
Side-by-side specs, pricing & capabilities · Updated April 2026
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2/6 modelsSame tier:
S Spotlight |  GPT-5.4 Pro | |
|---|---|---|
| Organization | Arcee AI |  OpenAI |
| OpenTools Score | 81 0.8 | |
| Family | Spotlight | GPT |
| Status | Current | Current |
| Release Date | May 2025 | Mar 2026 |
| Context Window | 131K tokens | 1.1M tokens |
| Input Price | $0.18/M tokens | $30.00/M tokens |
| Output Price | $0.18/M tokens | $180.00/M tokens |
| Capabilities | textvisioncode | textvisioncode |
| Max Output | 66K tokens | 128K tokens |
| API Identifier | arcee-ai/spotlight | openai/gpt-5.4-pro |
| Benchmarks | ||
| GPQA Diamond | — | 93openai |
| SWE-bench Pro | — | 57.7openai |
| MATH-500 | — | 94.6openai |
| View Spotlight | View GPT-5.4 Pro | |
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| Model | Input | Output | Total / mo | vs Best |
|---|---|---|---|---|
| SpotlightCheapest | $0.18 | $0.09 | $0.27 | — |
| GPT-5.4 Pro | $30.00 | $90.00 | $120.00 | +44344% |
Arcee AI
Spotlight
Spotlight is a multimodal llm from Arcee AI. Supports up to 131,072 token context window. Available from $0.18/M input tokens.
OpenAI
GPT-5.4 Pro
GPT-5.4 Pro is a multimodal llm from OpenAI. Supports up to 1,050,000 token context window. Available from $30.00/M input tokens.
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