Reliable, optimized models for scientific agents
Ace gives you access to a handpicked set of AI models, search and memory providers that OpenScience has tested and benchmarked for scientific agents. No need to worry about inconsistent performance and quality, use validated models that work.
Add a $20 pay-as-you-go balance (direct routes add no fee; OpenRouter funding fees are included in Wallet rates; card processing is separate)
Models and search in one Wallet, memory coming soon. Set a monthly cap. Cancel any time.
What Ace includes
One sign-in adds the managed services to OpenScience. Your own keys and local models keep working.
- •Managed models21 reviewed models from OpenAI, Anthropic, Google, xAI, and more, on validated routes
- •Managed searchResearch search for the agent with no search key to manage
- •MemoryPersistent memory across your sessions and projectscoming soon
- •Ace-first pluginsExclusive integrations that land on Ace firstcoming soon
How Ace works
Ace is built into OpenScience. Use it alongside your own keys, subscriptions, and local models.
- 1.Sign in and check your available creditCustomize → Models → Ace, or follow the setup instructions
- 2.Pay per requestAt the selected route's Wallet rates, settled from verified usage. Direct routes add no fee; OpenRouter funding fees are included once
- 3.Auto reload, if you want itWith separate consent and a saved card, add $20 when purchased funds fall below $5, plus the disclosed processing fee, up to your monthly charge limit
Models
The roster ships with the client. Rates and limits are shown in Customize → Models before you choose.
| Provider | Model | Context | Max output | Inputs |
|---|---|---|---|---|
| OpenAI | GPT-6 Astra | 1.05M | 128K | text, image, pdf |
| GPT-6 Sol | 1.05M | 128K | text, image, pdf | |
| GPT-6 Luna | 1.05M | 128K | text, image, pdf | |
| Anthropic | Claude Opus 5.5 | 1M | 128K | text, image, pdf |
| Claude Fable 5.1 | 1M | 128K | text, image, pdf | |
| Claude Sonnet 5 | 1M | 128K | text, image, pdf | |
| Claude Haiku 4.5 | 200K | 64K | text, image, pdf | |
| Gemini 3.1 Pro Preview | 1.05M | 66K | text, image, video, audio, pdf | |
| Gemini 3.8 Flash | 1.05M | 66K | text, image, video, audio, pdf | |
| xAI | Grok 4.7 | 500K | 450K | text, image, pdf |
| Z.ai | GLM 5.3 | 1.31M | 131K | text |
| GLM 5.3 Flash | 1.31M | 131K | text, image, video | |
| DeepSeek | DeepSeek V4 Pro | 1.05M | 384K | text |
| DeepSeek V4.1 Flash | 1.05M | 384K | text, image | |
| Qwen | Qwen 3.8 Max | 1M | 131K | text, image, video |
| Qwen 3.8 Flash Next | 1M | 131K | text, image, video | |
| Moonshot AI | Kimi K3 | 1.05M | 944K | text, image, video |
| Kimi K2.7 Code | 262K | 236K | text, image | |
| MiniMax | MiniMax M3 | 1.05M | 512K | text, image, video |
| Xiaomi | MiMo V2.6 Pro | 1.05M | 131K | text, image, video, audio |
| Meta | Muse Spark 1.3 | 1.05M | 944K | text, image, video, audio, pdf |
| NVIDIA | Nemotron 3 Ultra | 262K | 16K | text |