Model decision surface
Compare AI models
Start with Nemotron 3 Ultra and Laguna M.1, or choose any two current ranked language models. Compare capability evidence, price, context, provider availability, and weight access without pretending one field decides every use case.
Current public data
Nemotron 3 Ultra vs Laguna M.1
Live dataset updated 9/9/2026, 11:54:07 PM UTC
Open 1200×630 evidence receipt| Field | Nemotron 3 Ultra NVIDIA | Laguna M.1 Poolside |
|---|---|---|
| ModelCap position | #57 | #53 |
| Index score | 56.6 | 59.3 |
| Evidence | Measured1 public benchmark observation across 1 board | Estimated3 reported rows against measured corpus ladders (59%); global-corpus-prior over 183 held-out anchors (41%); shrunk 4.2 toward the measured corpus |
| Input / 1M | $0.625 | Unavailable |
| Output / 1M | $3.13 | Unavailable |
| Pricing status | fresh | unavailable |
| Context | 262K | — |
| Providers | 3 | 0 |
| Weight access | Restricted license | Open weights |
Decision facts
- Nemotron 3 Ultra is #57; Laguna M.1 is #53 on the same current language board.
- Index scores are 56.6 for Nemotron 3 Ultra and 59.3 for Laguna M.1. Their published uncertainty intervals overlap, so the rank difference alone does not establish a reliable capability advantage for your workload.
- Evidence differs: Nemotron 3 Ultra is Measured; Laguna M.1 is Estimated.
- Weight access differs: Nemotron 3 Ultra is restricted; Laguna M.1 is open.
- ModelCap currently lists 3 providers for Nemotron 3 Ultra and 0 for Laguna M.1.
These are separate published fields, not a synthetic winner. ModelCap does not collapse price, access, context, and capability evidence into a hidden recommendation score.
Popular comparisons
- Muse Spark 1.3 vs GPT-6 Astra#2 vs #1 on the ModelCap Index
- Claude Fable 5.1 vs GPT-6 Astra#3 vs #1 on the ModelCap Index
- Claude Fable 5.1 vs Muse Spark 1.3#3 vs #2 on the ModelCap Index
- Claude Opus 5 vs GPT-6 Astra#4 vs #1 on the ModelCap Index
- Claude Opus 5 vs Muse Spark 1.3#4 vs #2 on the ModelCap Index
- Claude Fable 5.1 vs Claude Opus 5#3 vs #4 on the ModelCap Index
- GPT-5.6 Sol vs GPT-6 Astra#5 vs #1 on the ModelCap Index
- Muse Spark 1.3 vs GPT-5.6 Sol#2 vs #5 on the ModelCap Index
- Claude Fable 5.1 vs GPT-5.6 Sol#3 vs #5 on the ModelCap Index
- Claude Opus 5 vs GPT-5.6 Sol#4 vs #5 on the ModelCap Index
- Kimi K3 vs GPT-6 Astra#6 vs #1 on the ModelCap Index
- Muse Spark 1.3 vs Kimi K3#2 vs #6 on the ModelCap Index
- Claude Fable 5.1 vs Kimi K3#3 vs #6 on the ModelCap Index
- Claude Opus 5 vs Kimi K3#4 vs #6 on the ModelCap Index
- Kimi K3 vs GPT-5.6 Sol#6 vs #5 on the ModelCap Index
- Gemini 3.8 Flash vs GPT-6 Astra#7 vs #1 on the ModelCap Index
- Gemini 3.8 Flash vs Muse Spark 1.3#7 vs #2 on the ModelCap Index
- Claude Fable 5.1 vs Gemini 3.8 Flash#3 vs #7 on the ModelCap Index
- Claude Opus 5 vs Gemini 3.8 Flash#4 vs #7 on the ModelCap Index
- Gemini 3.8 Flash vs GPT-5.6 Sol#7 vs #5 on the ModelCap Index
- Gemini 3.8 Flash vs Kimi K3#7 vs #6 on the ModelCap Index
- GPT-6 Astra vs GLM 5.3#1 vs #8 on the ModelCap Index
- Muse Spark 1.3 vs GLM 5.3#2 vs #8 on the ModelCap Index
- Claude Fable 5.1 vs GLM 5.3#3 vs #8 on the ModelCap Index
Each comparison page is a permanent, shareable URL with the same live figures as this tool: ModelCap Index position, API pricing, context window, provider count, weight access and every shared benchmark board.