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Turns typed Noul, Choice and Score questions into an answer canvas that Google’s DiffusionGemma fills in one structured read. It adds no new weights and offers a hosted API.
A situational 26B-parameter MoE decision model from Maisa. Treat the modality benchmarks above as the leading indicator of fit — composite scoring across modalities is still maturing.
Generated from this model’s benchmarks and ranking signals. Editor reviews refine it over time.
Benchmark data sourced from: Hugging Face, Arena.ai, Artificial Analysis.
The top devices for this model at 4-bit, ranked by fit and speed.
| Device | Grade | VRAM |
|---|---|---|
| Acer Veriton GN100 AI MiniAcer | SS | 15.7 GB |
| AI TOP ATOM ATAGB10-9003Gigabyte | SS | 15.7 GB |
| AMD Instinct MI300XAMD | SS | 15.7 GB |
| AMD Instinct MI325XAMD | SS | 15.7 GB |
| AMD Instinct MI350PAMD | SS | 15.7 GB |
Cheapest current cloud rentals with at least 16 GB VRAM, refreshed hourly.
Advertising disclosure: we earn commissions when you shop through the links below.
| Option | Cost / GPU-hour |
|---|---|
NVIDIA GeForce RTX 5060 TiVast.ai · Spot · 16 GB VRAM | $0.06 |
NVIDIA RTX A4000Vast.ai · Spot · 16 GB VRAM | $0.08 |
NVIDIA GeForce RTX 5060 TiVast.ai · On-Demand · 16 GB VRAM | $0.08 |
NVIDIA RTX A4000Vast.ai · On-Demand · 16 GB VRAM | $0.08 |
NVIDIA RTX PRO 4000 BlackwellVast.ai · Spot · 24 GB VRAM | $0.11 |
Per-GPU rate across RunPod, the Vast.ai marketplace, DigitalOcean, and Vultr.
Spot tier is interruptible. Plan for restarts when comparing against on-demand prices.
Explore the Provider
Aggregate stats, leaderboard, release timeline, and benchmark coverage across every Maisa model we track.
Check which of your devices can run this model and how fast.
Compare hosted per-token prices before you commit to local hardware.
Break-even math for self-hosting, renting a GPU, or paying per token.
Live status for the hosted APIs you might use instead of running this locally.
