Compare models
Choose two or three models. Copy the URL to share your selection.
| Comparison | Starlight Fast 2starlight-fast-2 | Choose model 2 |
|---|---|---|
| Type | Video | — |
| Best for | Restoring and upscaling existing footage to a 1080p or 4K tier | — |
| TokenRex price | $0.084 per Topaz unit | — |
| Cached input / 1M tokens | No separate cached rate listed | — |
| Cache write / 1M tokens | Not applicable | — |
| Cached output | Not offered · standard output rate applies | — |
| Web search | Not applicable | — |
| Market price | $0.12 per Topaz unit | — |
| Input token limit (provider) | Within the context window | — |
| Vendor input modalities | Video | — |
| Vendor output modalities | Restored, upscaled video | — |
| TokenRex endpoints | POST /v1/videos · GET /v1/videos/{id} | — |
| TokenRex input | Public HTTPS source video up to 600 seconds, Exact source container, size, frame count and frame rate, Inclusive frame range, Target tier 1920x1080 or 3840x2160 | — |
| TokenRex output | Asynchronous video job; poll, then download the MP4 | — |
| Target tiers | 1080p (1920x1080) or 4K (3840x2160); shape and frame rate are kept | — |
| Upscaling factor | 1 only | — |
| Containers | MP4, MOV, MKV, WebM, AVI and 16 more | — |
| Job length | Can take hours; jobs keep running after you close the page | — |
| Benchmarks | ||
No overall score, winner or cost-versus-score frontier is calculated without comparable, attributable benchmark evidence. Different test configurations appear separately. Vendor capabilities are distinct from TokenRex API support.
— means no published value or no matching capability. Provider token limits are not tested gateway guarantees; TokenRex media controls and response formats are listed separately.
Starlight Fast 2
Sources and verification
Provider specifications describe the upstream model, not a guarantee of every feature through TokenRex. Prices come from the enabled catalog; benchmark results belong to the exact tested model.
- TokenRex video and image API documentation
Vendor-reported
Last checked - Cloudflare Workers AI: Topaz Starlight Fast 2
Vendor-reported
Last checked - Topaz Labs: Starlight Fast 2
Vendor-reported
Last checked
Research notes (3)
- Functional test through TokenRex (2026-11-11): frames 0–29 of a 640×360, 30 fps MP4 restored to a 1920×1080, 30 fps MP4 with 30 frames in about 75 seconds. This is a working check, not a quality benchmark.
- Restoration only: it does not create new scenes, sound or extra frames, and it takes no prompt.
- Source size, frame count and frame rate must be the real values from the file; TokenRex never estimates them.
Popular comparisons
- GPT Image 2.6 Flare vs GPT Image 2.6 Sunburst
- GPT Image 2.6 Sunburst vs GPT Image 2.5 Sunburst
- GPT Image 2.6 Flare vs Gemini 3.1 Flash Image
- GPT-6.1 Terra vs GPT-6.1 Sol
- GPT-6.1 Terra vs GPT-5.6 Terra
- GPT-6.1 Terra vs Claude Sonnet 5
- GPT-6 Sol vs Claude Opus 5.5
- GPT-6 Sol vs Gemini 4 Argon
- Claude Opus 5.5 vs Gemini 4 Argon
- GPT-6.1 Sol vs GPT-6 Sol
- GPT-6 Astra vs Claude Sonnet 5
- GPT-6 Astra vs Gemini 3.1 Pro
- Claude Sonnet 5 vs Gemini 3.1 Pro
- Claude Opus 5.5 vs Claude Sonnet 5
- GPT-5.5 vs Claude Sonnet 5
- GPT-6 Luna vs Gemini 3.8 Flash
- Claude Haiku 4.5 vs Gemini 3.8 Flash
- GPT-5.4 Mini vs Claude Haiku 4.5
- GPT-6 Sol vs Claude Sonnet 5
- GPT-6 Sol vs GPT-6 Astra
- GPT-6 Sol vs Claude Fable 5.1
- GPT-6.1 Sol vs Claude Opus 5.5
- GPT-6.1 Sol vs Gemini 4 Argon
- Claude Opus 5.5 vs Claude Opus 5
- Claude Fable 5.1 vs Claude Opus 5.5
- Claude Fable 5.1 vs Gemini 4 Argon
- Gemini 4 Argon vs Gemini 3.1 Pro
- GPT-6 Astra vs GPT-6 Luna
- GPT-6 Luna vs Claude Haiku 4.5
- GPT-5.6 Sol vs GPT-6 Sol
- GPT-5.6 Sol vs Claude Opus 5.5
- GPT-5.6 Terra vs Claude Sonnet 5
- GPT-5.6 Luna vs Gemini 3.8 Flash
- GPT-5.5 Pro vs Claude Opus 5.5
- GPT-5.5 vs GPT-5.4
- GPT-5.4 vs Gemini 3.1 Pro
- GPT-5.4 Nano vs Gemini 3.1 Flash Lite
- GPT-5.2 vs GPT-5
- Gemini 3.8 Flash vs Gemini 3.5 Flash
- GPT Image 2 vs Gemini 3 Pro Image
- GPT Image 2.5 Sunburst vs GPT Image 2
- Gemini 3.1 Flash Image vs GPT Image 1 Mini
- Gemini 3 Pro Image vs Gemini 3.1 Flash Image
- Veo 3.1 vs Gemini Omni 1.1 Flash
- Veo 3.1 vs Veo 3.1 Fast
- GPT-4o Mini TTS vs Gemini 2.5 Flash TTS
- GPT-4o Transcribe vs Gemini 3.5 Transcribe
- GPT-4o Transcribe vs GPT-4o Mini Transcribe
- Text Embedding 3 Large vs Gemini Embedding 2
- Text Embedding 3 Small vs Gemini Embedding 001